About the Role Constructor's Solutions Architects are responsible for driving a diverse set of product initiatives and technical outcomes with our current client base and, often, with prospective customers. You will play a crucial role in the growth and retention of our customers by providing a unique combination of technical expertise and strategic vision to support their eCommerce and overall business objectives. This is not a role focused on demonstrating and clicking through a piece of vendor software. You will collaborate closely with our customers, understanding their needs and goals, effectively demonstrating how Constructor's AI-Powered eCommerce Search and Product Discovery Platform can be optimized to meet and exceed their expectations. Your strong technical background, combined with effective communication and a penchant for problem solving will be key in achieving sales and retention goals and building lasting customer relationships. The Solutions Architect will be focused on supporting our Account Management team, our Customer Success team, and our Product organization. You will be heavily involved in driving company strategy, product roadmap, and in enabling revenue teams. Supporting these initiatives requires someone highly collaborative, coachable and comfortable working with a variety of departments. Solutions Architects are relied on for thought leadership, the ability to write clear and value-driven documentation and aptitude for process development. The ideal candidate is a skilled listener with innate curiosity that understands the value of "why," and recognizes that "why" almost always comes before "how" and "what". They must have the personal qualities to thrive in a fast-paced sales environment and have the unique ability to gain a 360-degree view of our business to become a creative and technical go-to-market team member for Constructor. You will be required to develop a deep understanding of Constructor's search and product discovery platform, its features, capabilities, and integration methods. Staying up to date with industry trends, competitor offerings, and emerging technologies to articulate the differentiation of Constructor to prospects will be critical. Our next Solutions Architect is well-versed in enterprise eCommerce and has experience with Cloud technologies, data science and analytics/testing principles, SaaS, solution design, software development methodology, security requirements, SaaS architectures, and enterprise integrations. You are comfortable presenting to prospects and partners to showcase Constructor's differentiation and integration methodologies through a lens of technical expertise. Constructor, a 100% remote company, is in the process of building its Solutions Architect team and is seeking individuals who thrive in building out a department, and processes while helping scale out a newer function within the greater organization. This requires a proactive approach to learning and a self-starter mindset especially when faced with ambiguity. Technical Expertise This role requires a strong technical foundation. Ideal candidates should have prior experience working with APIs, data structures, testing and analytics and software integrations. While hands-on development experience is not required, prior coding experience has been beneficial in the role. Key technical expectations include: Working knowledge of front end software development principles and processes Expertise in APIs and integration with them Experience working in retail eCommerce and with various solutions that comprise retailer technology stacks Ability to comprehend complex data structures and prescribe best practices to optimize them Familiarity with data science and statistics principles, A/B testing methodologies and analytics Ability to explain AI and Machine Learning concepts to both technical and non-technical audiences This role is ideal for someone who can bridge the gap between engineering and business teams, ensuring seamless communication and problem-solving in a technical environment. About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Time Zone preferred: Eastern Time (US), Western or Central European time zones Minimum of 3+ years in technical selling and consultancy - being able to work with a range of different advanced products to meet a prospect's needs (similar roles include but are not limited to Solutions Architect, Sales Engineer, Pre-Sales Engineer, Solutions Consultant, Pre-Sales Consultant, and Solutions Design) Proven ability to translate technical concepts into business value. Demonstrated success in supporting the sales process with existing customers, from initial discovery to closing deals. Understanding of sales methodologies, negotiation techniques, and customer relationship management. Excellent verbal and written communication skills, with the ability to effectively articulate complex concepts to both technical and non-technical audiences. Active listening skills and the ability to empathize with prospects' challenges and goals. Strong analytical and problem-solving abilities A resourceful, self-starting approach A genuine passion for understanding customer needs and delivering exceptional service Proficiency with REST APIs Understanding of data science and analytics/statistics principles, the ability to articulate these concepts to both technical and non-technical audiences and the ability to tie these principles to business outcomes Experience with ecommerce ecosystems, AI/ML, JavaScript Passion for innovative technology, technical sales, value based conversations Ability to manage several projects simultaneously, work with different salespeople, and support other solutions team colleagues where needed Comfort working with system integrators and customer development teams Enjoy working with prospects and comfortable interacting with C-suite executives ️ Unlimited vacation time -we strongly encourage all of our employees take at least 3 weeks per year A competitive compensation package including stock options Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
Oct 05, 2025
Full time
About the Role Constructor's Solutions Architects are responsible for driving a diverse set of product initiatives and technical outcomes with our current client base and, often, with prospective customers. You will play a crucial role in the growth and retention of our customers by providing a unique combination of technical expertise and strategic vision to support their eCommerce and overall business objectives. This is not a role focused on demonstrating and clicking through a piece of vendor software. You will collaborate closely with our customers, understanding their needs and goals, effectively demonstrating how Constructor's AI-Powered eCommerce Search and Product Discovery Platform can be optimized to meet and exceed their expectations. Your strong technical background, combined with effective communication and a penchant for problem solving will be key in achieving sales and retention goals and building lasting customer relationships. The Solutions Architect will be focused on supporting our Account Management team, our Customer Success team, and our Product organization. You will be heavily involved in driving company strategy, product roadmap, and in enabling revenue teams. Supporting these initiatives requires someone highly collaborative, coachable and comfortable working with a variety of departments. Solutions Architects are relied on for thought leadership, the ability to write clear and value-driven documentation and aptitude for process development. The ideal candidate is a skilled listener with innate curiosity that understands the value of "why," and recognizes that "why" almost always comes before "how" and "what". They must have the personal qualities to thrive in a fast-paced sales environment and have the unique ability to gain a 360-degree view of our business to become a creative and technical go-to-market team member for Constructor. You will be required to develop a deep understanding of Constructor's search and product discovery platform, its features, capabilities, and integration methods. Staying up to date with industry trends, competitor offerings, and emerging technologies to articulate the differentiation of Constructor to prospects will be critical. Our next Solutions Architect is well-versed in enterprise eCommerce and has experience with Cloud technologies, data science and analytics/testing principles, SaaS, solution design, software development methodology, security requirements, SaaS architectures, and enterprise integrations. You are comfortable presenting to prospects and partners to showcase Constructor's differentiation and integration methodologies through a lens of technical expertise. Constructor, a 100% remote company, is in the process of building its Solutions Architect team and is seeking individuals who thrive in building out a department, and processes while helping scale out a newer function within the greater organization. This requires a proactive approach to learning and a self-starter mindset especially when faced with ambiguity. Technical Expertise This role requires a strong technical foundation. Ideal candidates should have prior experience working with APIs, data structures, testing and analytics and software integrations. While hands-on development experience is not required, prior coding experience has been beneficial in the role. Key technical expectations include: Working knowledge of front end software development principles and processes Expertise in APIs and integration with them Experience working in retail eCommerce and with various solutions that comprise retailer technology stacks Ability to comprehend complex data structures and prescribe best practices to optimize them Familiarity with data science and statistics principles, A/B testing methodologies and analytics Ability to explain AI and Machine Learning concepts to both technical and non-technical audiences This role is ideal for someone who can bridge the gap between engineering and business teams, ensuring seamless communication and problem-solving in a technical environment. About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Time Zone preferred: Eastern Time (US), Western or Central European time zones Minimum of 3+ years in technical selling and consultancy - being able to work with a range of different advanced products to meet a prospect's needs (similar roles include but are not limited to Solutions Architect, Sales Engineer, Pre-Sales Engineer, Solutions Consultant, Pre-Sales Consultant, and Solutions Design) Proven ability to translate technical concepts into business value. Demonstrated success in supporting the sales process with existing customers, from initial discovery to closing deals. Understanding of sales methodologies, negotiation techniques, and customer relationship management. Excellent verbal and written communication skills, with the ability to effectively articulate complex concepts to both technical and non-technical audiences. Active listening skills and the ability to empathize with prospects' challenges and goals. Strong analytical and problem-solving abilities A resourceful, self-starting approach A genuine passion for understanding customer needs and delivering exceptional service Proficiency with REST APIs Understanding of data science and analytics/statistics principles, the ability to articulate these concepts to both technical and non-technical audiences and the ability to tie these principles to business outcomes Experience with ecommerce ecosystems, AI/ML, JavaScript Passion for innovative technology, technical sales, value based conversations Ability to manage several projects simultaneously, work with different salespeople, and support other solutions team colleagues where needed Comfort working with system integrators and customer development teams Enjoy working with prospects and comfortable interacting with C-suite executives ️ Unlimited vacation time -we strongly encourage all of our employees take at least 3 weeks per year A competitive compensation package including stock options Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
About You You're a jack-of-all-trades with a passion for cool technology and interacting with people and making them happy. You're a self-starter who's good at triaging problems and working on the most important one. You've worked directly with customers for a long time and are comfortable being the face of the company to them. One of the things that pleases you most in life is customers successfully using your product, being thrilled with its value, and telling you they're happy they partnered with you. Further, you're a curious person, and you'd love the opportunity to work with a technology team that includes data scientists, algorithm experts, back-end and front-end engineers to expand your knowledge. About Us Constructor.io powers product search and discovery for some of the largest retailers in the world. We serve billions of requests every week, and you've probably seen our results somewhere and used our product without knowing it. We differentiate ourselves by focusing on metrics over features, and reinventing search and discovery from the ground up as a machine learning challenge with the specific goal of improving metrics like revenue. We're approximately doubling year over year despite the market slow down and have customers in every eCommerce vertical. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. About the Position As a Customer Success Manager, you'll be joining a rapidly growing team that helps our customers increase their revenue by improving the search and product discovery experiences of their websites and mobile apps through integrating with our services. Your specific responsibilities will include: Repaying our customers' trust through ensuring they get live with our product and are thrilled with the results Understand the needs and roles within the enterprise organizations we work with and help to manage prioritizations and misalignments. If two people within a customer ask for different things, your team must understand how to prioritize for the success of the organization without hurting feelings Helping craft and dictate both internal and external narratives for what's needed to make a customer successful Effectively asking for and managing engineering time to ensure important work for customers is prioritized and unimportant requests are resolved with minimal to no engineering resources Fielding and troubleshooting customer support requests Creating and updating customer documentation and training materials as needed Always looking for new ways you can make our integration process more robust and make customers feel even more successful A minimum of three years professional experience dealing directly with customers and large organizations in a role within customer success, technical account management, or solutions consulting Excellent communication and interpersonal skills Know what an API is and have interacted with them before Excellent ability to quickly understand the different roles in an organization, focus on the ones most important to a task, and craft clear narrative to get people behind your ideas Ability to convince and motivate those around you to do what you know is right Enjoy interacting with customers and solving new problems daily Ability and desire to learn quickly, think outside the box, and come up with solutions to problem Located in EMEA Preferably fluent in German A competitive compensation package including stock options Fully remote team - choose where you live Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
Oct 02, 2025
Full time
About You You're a jack-of-all-trades with a passion for cool technology and interacting with people and making them happy. You're a self-starter who's good at triaging problems and working on the most important one. You've worked directly with customers for a long time and are comfortable being the face of the company to them. One of the things that pleases you most in life is customers successfully using your product, being thrilled with its value, and telling you they're happy they partnered with you. Further, you're a curious person, and you'd love the opportunity to work with a technology team that includes data scientists, algorithm experts, back-end and front-end engineers to expand your knowledge. About Us Constructor.io powers product search and discovery for some of the largest retailers in the world. We serve billions of requests every week, and you've probably seen our results somewhere and used our product without knowing it. We differentiate ourselves by focusing on metrics over features, and reinventing search and discovery from the ground up as a machine learning challenge with the specific goal of improving metrics like revenue. We're approximately doubling year over year despite the market slow down and have customers in every eCommerce vertical. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. About the Position As a Customer Success Manager, you'll be joining a rapidly growing team that helps our customers increase their revenue by improving the search and product discovery experiences of their websites and mobile apps through integrating with our services. Your specific responsibilities will include: Repaying our customers' trust through ensuring they get live with our product and are thrilled with the results Understand the needs and roles within the enterprise organizations we work with and help to manage prioritizations and misalignments. If two people within a customer ask for different things, your team must understand how to prioritize for the success of the organization without hurting feelings Helping craft and dictate both internal and external narratives for what's needed to make a customer successful Effectively asking for and managing engineering time to ensure important work for customers is prioritized and unimportant requests are resolved with minimal to no engineering resources Fielding and troubleshooting customer support requests Creating and updating customer documentation and training materials as needed Always looking for new ways you can make our integration process more robust and make customers feel even more successful A minimum of three years professional experience dealing directly with customers and large organizations in a role within customer success, technical account management, or solutions consulting Excellent communication and interpersonal skills Know what an API is and have interacted with them before Excellent ability to quickly understand the different roles in an organization, focus on the ones most important to a task, and craft clear narrative to get people behind your ideas Ability to convince and motivate those around you to do what you know is right Enjoy interacting with customers and solving new problems daily Ability and desire to learn quickly, think outside the box, and come up with solutions to problem Located in EMEA Preferably fluent in German A competitive compensation package including stock options Fully remote team - choose where you live Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Challenges you will tackle Build and deploy robust ML systems / algorithms for personalized product discovery experiences Collaborate with technical and non-technical business partners to develop / update personalization features across Constructor product suite Build fast, robust and scalable services including our User History and User Profile API Participate in architectural discussions and optimize the system architecture of the Personalization domain. Excellent skills delivering & communicating business value Have Python experience Have experience with server-side coding and API design Have experience with relational databases, key-value database and distributed systems Have experience with building services based on the ML models Have worked at a high-traffic website with highly available and robust systems Experience with a public cloud like AWS, Azure or GCP Love designing and implementing new features Enjoy helping others around you grow as developers and be successful Can work independently Can pick up new ideas and technologies quickly and loves learning and talking to others about them Love to experiment and use data and customer feedback to drive decision-making Good to have Experience with system architecture and design Experience shipping personalization & search (recommendation) systems to production Experience with MLOps ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
Oct 01, 2025
Full time
About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Challenges you will tackle Build and deploy robust ML systems / algorithms for personalized product discovery experiences Collaborate with technical and non-technical business partners to develop / update personalization features across Constructor product suite Build fast, robust and scalable services including our User History and User Profile API Participate in architectural discussions and optimize the system architecture of the Personalization domain. Excellent skills delivering & communicating business value Have Python experience Have experience with server-side coding and API design Have experience with relational databases, key-value database and distributed systems Have experience with building services based on the ML models Have worked at a high-traffic website with highly available and robust systems Experience with a public cloud like AWS, Azure or GCP Love designing and implementing new features Enjoy helping others around you grow as developers and be successful Can work independently Can pick up new ideas and technologies quickly and loves learning and talking to others about them Love to experiment and use data and customer feedback to drive decision-making Good to have Experience with system architecture and design Experience shipping personalization & search (recommendation) systems to production Experience with MLOps ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
About us Constructor is the next-generation platform for search and discovery in e-commerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an AB test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across X languages and with customers based out of Y countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Job Description The Constructor Data Platform is a foundational component for all internal data and ML teams. It handles the ingestion of over 1 TB of compressed events daily and manages over 6 PB of data in our data lake. The Data Platform: Is a comprehensive set of tools and infrastructure used daily by every data scientist and ML engineer in our company. Implements public-facing APIs for event ingestion (FastAPI) and real-time analytics (ClickHouse, Cube). Manages data storage in appropriate formats (S3, ClickHouse, Delta). Facilitates data processing using technologies such as Python, Spark/Databricks, ClickHouse, AWS Lambda, and Kinesis. Includes robust monitoring solutions (Prometheus, OpenTelemetry, PagerDuty, Sentry). Ensures automated testing of pipelines and data quality. Provides cost observability and optimization capabilities. Offers comprehensive tools for developers to develop, run, test, and schedule data pipelines, along with all necessary support and documentation. Our platform is developed by the Data Lake Team and the Data Infrastructure Team. About the Data Infrastructure Team We're hiring a Senior Data Engineer to work on our Data Infrastructure Team. This team is responsible for: Job scheduling and orchestration for data pipelines. Deployment and management of BI tools. Real-time analytics infrastructure (ClickHouse, AWS Lambda, Cube.js, and related tooling). Real-time log ingestion and processing, including data compliance. Core data services (e.g., Kubernetes, Ray, metadata services) and enterprise-wide observability solutions (based on ClickHouse and OpenTelemetry). We are seeking an engineer with at least 4 years of experience who possesses strong programming skills (ideally in Python), and expertise in big data engineering, web services, and cloud platforms (ideally AWS). We are looking for someone eager to build diverse components and drive the evolution of our platform while working closely with our users. Excellent English communication skills and robust computer science background is a strong requirement. You will contribute to building various data platform components, actively incorporate user feedback, and proactively drive improvements. Here are some of the projects you may be involved with: Implement a real-time, cross-regional event processing solution, ingesting data into multiple data storage systems. Deploy OpenMetadata within Kubernetes for use by data pipelines. Design ClickHouse tables to store logs for company services and define a way to interact with them via Grafana. ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io, we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
Oct 01, 2025
Full time
About us Constructor is the next-generation platform for search and discovery in e-commerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an AB test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across X languages and with customers based out of Y countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Job Description The Constructor Data Platform is a foundational component for all internal data and ML teams. It handles the ingestion of over 1 TB of compressed events daily and manages over 6 PB of data in our data lake. The Data Platform: Is a comprehensive set of tools and infrastructure used daily by every data scientist and ML engineer in our company. Implements public-facing APIs for event ingestion (FastAPI) and real-time analytics (ClickHouse, Cube). Manages data storage in appropriate formats (S3, ClickHouse, Delta). Facilitates data processing using technologies such as Python, Spark/Databricks, ClickHouse, AWS Lambda, and Kinesis. Includes robust monitoring solutions (Prometheus, OpenTelemetry, PagerDuty, Sentry). Ensures automated testing of pipelines and data quality. Provides cost observability and optimization capabilities. Offers comprehensive tools for developers to develop, run, test, and schedule data pipelines, along with all necessary support and documentation. Our platform is developed by the Data Lake Team and the Data Infrastructure Team. About the Data Infrastructure Team We're hiring a Senior Data Engineer to work on our Data Infrastructure Team. This team is responsible for: Job scheduling and orchestration for data pipelines. Deployment and management of BI tools. Real-time analytics infrastructure (ClickHouse, AWS Lambda, Cube.js, and related tooling). Real-time log ingestion and processing, including data compliance. Core data services (e.g., Kubernetes, Ray, metadata services) and enterprise-wide observability solutions (based on ClickHouse and OpenTelemetry). We are seeking an engineer with at least 4 years of experience who possesses strong programming skills (ideally in Python), and expertise in big data engineering, web services, and cloud platforms (ideally AWS). We are looking for someone eager to build diverse components and drive the evolution of our platform while working closely with our users. Excellent English communication skills and robust computer science background is a strong requirement. You will contribute to building various data platform components, actively incorporate user feedback, and proactively drive improvements. Here are some of the projects you may be involved with: Implement a real-time, cross-regional event processing solution, ingesting data into multiple data storage systems. Deploy OpenMetadata within Kubernetes for use by data pipelines. Design ClickHouse tables to store logs for company services and define a way to interact with them via Grafana. ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io, we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
With Catalog Team at Constructor, you'll tackle complex backend challenges at scale. Our catalog services sit at the core of our platform and process massive volumes of data that power everything from search to personalization for major e-commerce brands every second. The Catalog Management system at Constructor is responsible for much more than managing data - as a member of our team, you'll be optimizing for performance-critical distributed systems, solving for high-scale data flows, and taking part in technological transformations such as finding new applications for event-driven systems as we continue to grow. If you enjoy high-impact work, solving challenging engineering problems and dynamic environments, this is the role for you. About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. You will be successful in this role if some or all of the below apply to you: 3+ years of backend engineering experience (Python preferred) Strong knowledge of SQL databases (PostgreSQL, MySQL, etc.) Familiarity with NoSQL and event-driven architectures is a plus Proven ability to build and optimize systems for high performance at scale Experience and familiarity with distributed systems Passion for solving complex problems and collaborating with cross-functional teams Enjoy helping others around you grow as developers and be successful Enjoy being part of the product development process and incorporating customer feedback into your solutions. ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
Oct 01, 2025
Full time
With Catalog Team at Constructor, you'll tackle complex backend challenges at scale. Our catalog services sit at the core of our platform and process massive volumes of data that power everything from search to personalization for major e-commerce brands every second. The Catalog Management system at Constructor is responsible for much more than managing data - as a member of our team, you'll be optimizing for performance-critical distributed systems, solving for high-scale data flows, and taking part in technological transformations such as finding new applications for event-driven systems as we continue to grow. If you enjoy high-impact work, solving challenging engineering problems and dynamic environments, this is the role for you. About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. You will be successful in this role if some or all of the below apply to you: 3+ years of backend engineering experience (Python preferred) Strong knowledge of SQL databases (PostgreSQL, MySQL, etc.) Familiarity with NoSQL and event-driven architectures is a plus Proven ability to build and optimize systems for high performance at scale Experience and familiarity with distributed systems Passion for solving complex problems and collaborating with cross-functional teams Enjoy helping others around you grow as developers and be successful Enjoy being part of the product development process and incorporating customer feedback into your solutions. ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
About us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Challenges you will tackle Build and deploy robust ML systems of attribute enrichment for products with the usage of state-of-the-art ML techniques. Collaborate with technical and non-technical business partners to develop analytical dashboards that describe the impact of Attribute Enrichment algorithms to stakeholders. Improve business KPIs by validating hypotheses with new ML approaches & techniques for attribute enrichment. About you You are excited about using ML to build a performant & practical ML system running and updating on a daily basis. You are proficient in NLP on high level (especially transformer-based approaches), has practical experience with modern architectures. Experience working with CV is a big plus. You excel at Python, at least one ML/DL framework, have proficiency with any variant of SQL, and feel comfortable with the big data stack like Spark, Presto/Athena & Hive. You have delivered production ML systems and conducted A/B tests to validate their value. Experience leading strategic ML product initiatives from ideation to production within a cross-functional team is a big plus. You are an excellent communicator with the ability to translate intuition into data-driven hypotheses that result in engineering solutions that bring significant business value. 2+ years of professional experience in applied machine learning Excellent skills delivering & communicating business value Proficiency with Python, SQL and the big data stack for end-to-end ML product development Comprehensive knowledge of classical machine learning, including ranking & classification Experience with deep learning, including neural networks and representation learning Skills designing, conducting & analyzing A/B tests Strong knowledge of data structures, algorithms and their trade-offs A proven track record of software architecture & design skills Experience with a public cloud like AWS, Azure or GCP ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
Sep 30, 2025
Full time
About us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Challenges you will tackle Build and deploy robust ML systems of attribute enrichment for products with the usage of state-of-the-art ML techniques. Collaborate with technical and non-technical business partners to develop analytical dashboards that describe the impact of Attribute Enrichment algorithms to stakeholders. Improve business KPIs by validating hypotheses with new ML approaches & techniques for attribute enrichment. About you You are excited about using ML to build a performant & practical ML system running and updating on a daily basis. You are proficient in NLP on high level (especially transformer-based approaches), has practical experience with modern architectures. Experience working with CV is a big plus. You excel at Python, at least one ML/DL framework, have proficiency with any variant of SQL, and feel comfortable with the big data stack like Spark, Presto/Athena & Hive. You have delivered production ML systems and conducted A/B tests to validate their value. Experience leading strategic ML product initiatives from ideation to production within a cross-functional team is a big plus. You are an excellent communicator with the ability to translate intuition into data-driven hypotheses that result in engineering solutions that bring significant business value. 2+ years of professional experience in applied machine learning Excellent skills delivering & communicating business value Proficiency with Python, SQL and the big data stack for end-to-end ML product development Comprehensive knowledge of classical machine learning, including ranking & classification Experience with deep learning, including neural networks and representation learning Skills designing, conducting & analyzing A/B tests Strong knowledge of data structures, algorithms and their trade-offs A proven track record of software architecture & design skills Experience with a public cloud like AWS, Azure or GCP ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
About us Constructor is the next-generation platform for search and discovery in e-commerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest e-commerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Merchant Intelligence Team An important part of our product is the customer dashboard that helps merchandizers to analyze shopping behavior and manually adjust algorithmic results. The goal of the Merchant Intelligence team is to: Help merchandizers achieve their e-commerce goals, increasing satisfaction with their sites and retention of customers. Provide insights to merchants they can't get anywhere else. Become a critical point of merchant planning, decision making, and analysis so we become a sticky part of their organization. Challenges you will tackle Enhance the dashboard experience for merchandizers by building analytics that provide actionable insights to improve e-commerce KPIs. Perform data exploration and research user behavior. Implement end-to-end data pipelines to support real-time analytics for essential business metrics. Take part in product research and development, iterate with prototypes and customer product interviews. You are proficient in BI tools (both data analysis and building dashboards for engineers and non-technical folks). You are keen to not just prepare more data, but to think critically about how that data can deliver valuable insights and drive impactful decisions for non-technical end users. You are an excellent communicator with the ability to translate business requests into technical language and vice versa. You are excited to leverage massive amounts of data to drive product innovation and deliver business value. You are proficient at SQL (any variant) and well-versed in exploratory data analysis with Python (pandas & numpy, data visualization libraries) Practical familiarity with the big data stack (Spark, Hive, Databricks). You are adept at fast prototyping and providing analytical support for initiatives in the e-commerce space by identifying and focusing on relevant features and metrics. You are willing to develop and maintain effective communication tools to report business performance and inform decision-making at a cross-functional level. You get excited to hear feedback from customers and figure out potential solutions. You're familiar with math statistics. Stack: python, SQL, pyspark, clickhouse, cubejs, docker, git ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
Sep 30, 2025
Full time
About us Constructor is the next-generation platform for search and discovery in e-commerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest e-commerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Merchant Intelligence Team An important part of our product is the customer dashboard that helps merchandizers to analyze shopping behavior and manually adjust algorithmic results. The goal of the Merchant Intelligence team is to: Help merchandizers achieve their e-commerce goals, increasing satisfaction with their sites and retention of customers. Provide insights to merchants they can't get anywhere else. Become a critical point of merchant planning, decision making, and analysis so we become a sticky part of their organization. Challenges you will tackle Enhance the dashboard experience for merchandizers by building analytics that provide actionable insights to improve e-commerce KPIs. Perform data exploration and research user behavior. Implement end-to-end data pipelines to support real-time analytics for essential business metrics. Take part in product research and development, iterate with prototypes and customer product interviews. You are proficient in BI tools (both data analysis and building dashboards for engineers and non-technical folks). You are keen to not just prepare more data, but to think critically about how that data can deliver valuable insights and drive impactful decisions for non-technical end users. You are an excellent communicator with the ability to translate business requests into technical language and vice versa. You are excited to leverage massive amounts of data to drive product innovation and deliver business value. You are proficient at SQL (any variant) and well-versed in exploratory data analysis with Python (pandas & numpy, data visualization libraries) Practical familiarity with the big data stack (Spark, Hive, Databricks). You are adept at fast prototyping and providing analytical support for initiatives in the e-commerce space by identifying and focusing on relevant features and metrics. You are willing to develop and maintain effective communication tools to report business performance and inform decision-making at a cross-functional level. You get excited to hear feedback from customers and figure out potential solutions. You're familiar with math statistics. Stack: python, SQL, pyspark, clickhouse, cubejs, docker, git ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Constructor is seeking an experienced AI Engineer to design and build our Agent Products. In this role, you will focus on developing and rigorously evaluating sophisticated RAG pipelines and agentic workflows that power new ways of shopping. Our LLM-powered agents utilize various tools to interact with customers' catalogs, enable advanced retrieval, and assist with browsing to answer open-ended user queries. These agents provide high-quality, well-cited answers and deliver exceptional product recommendations. Responsibilities Architect and build real-time agentic workflows to handle complex, multi-step user tasks and open-ended queries, providing users with accurate and contextually relevant answers and product suggestions Own the end-to-end data lifecycle for AI workflows, including vector database ingestion and indexing Design metrics to evaluate the relevance and performance of query results, ensuring alignment with business goals and user expectations Generate and rapidly prototype novel product hypotheses that leverage LLMs, RAG, and agentic systems Collaborate closely with Product, Design, Analytics, and other engineering teams to translate AI capabilities into tangible, high-quality product features Improve the speed, quality, and efficiency of our AI systems and engineering processes Take ownership of systems and designs from conception through to deployment and maintenance Qualifications 4+ years of industry experience in related fields, including search, information retrieval, recommendation systems, applied machine learning, and NLP Excellent skills in delivering and communicating business value Proficient in Python, SQL, and the big data stack for end-to-end ML product development, with experience across the entire pipeline in typical recommendation systems or LLM-based solutions Strong grasp of Information Retrieval (IR) techniques (e.g., dense retrieval, re-ranking, chunking strategies) Direct experience with Retrieval-Augmented Generation (RAG); experience building autonomous agents is a strong plus Nice to have: experience with automatic prompt optimization techniques (e.g., DSPy) Solid understanding of ML evaluation methodologies and key IR metrics Passion for shipping high-quality products and a self-motivated drive to take ownership of tasks Tech Stack Core: Python, FastAPI, asyncio, Airflow, Luigi, PySpark, Docker, LangGraph Data Stores: Vector Databases, DynamoDB, AWS S3, AWS RDS Cloud & MLOps: AWS, Databricks, Ray ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
Sep 30, 2025
Full time
About Us Constructor is the next-generation platform for search and discovery in ecommerce, built to explicitly optimize for metrics like revenue, conversion rate, and profit. Our search engine is entirely invented in-house utilizing transformers and generative LLMs, and we use its core and personalization capabilities to power everything from search itself to recommendations to shopping agents. Engineering is by far our largest department, and we've built our proprietary engine to be the best on the market, having never lost an A/B test to a competitive technology. We're passionate about maintaining this and work on the bleeding edge of AI to do so. Out of necessity, our engine is built for extreme scale and powers over 1 billion queries every day across 150 languages and roughly 100 countries. It is used by some of the biggest ecommerce companies in the world like Sephora, Under Armour, and Petco. We're a passionate team who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they do best can lead to great things. Constructor is a U.S. based company that has been in the market since 2019. It was founded by Eli Finkelshteyn and Dan McCormick who still lead the company today. Constructor is seeking an experienced AI Engineer to design and build our Agent Products. In this role, you will focus on developing and rigorously evaluating sophisticated RAG pipelines and agentic workflows that power new ways of shopping. Our LLM-powered agents utilize various tools to interact with customers' catalogs, enable advanced retrieval, and assist with browsing to answer open-ended user queries. These agents provide high-quality, well-cited answers and deliver exceptional product recommendations. Responsibilities Architect and build real-time agentic workflows to handle complex, multi-step user tasks and open-ended queries, providing users with accurate and contextually relevant answers and product suggestions Own the end-to-end data lifecycle for AI workflows, including vector database ingestion and indexing Design metrics to evaluate the relevance and performance of query results, ensuring alignment with business goals and user expectations Generate and rapidly prototype novel product hypotheses that leverage LLMs, RAG, and agentic systems Collaborate closely with Product, Design, Analytics, and other engineering teams to translate AI capabilities into tangible, high-quality product features Improve the speed, quality, and efficiency of our AI systems and engineering processes Take ownership of systems and designs from conception through to deployment and maintenance Qualifications 4+ years of industry experience in related fields, including search, information retrieval, recommendation systems, applied machine learning, and NLP Excellent skills in delivering and communicating business value Proficient in Python, SQL, and the big data stack for end-to-end ML product development, with experience across the entire pipeline in typical recommendation systems or LLM-based solutions Strong grasp of Information Retrieval (IR) techniques (e.g., dense retrieval, re-ranking, chunking strategies) Direct experience with Retrieval-Augmented Generation (RAG); experience building autonomous agents is a strong plus Nice to have: experience with automatic prompt optimization techniques (e.g., DSPy) Solid understanding of ML evaluation methodologies and key IR metrics Passion for shipping high-quality products and a self-motivated drive to take ownership of tasks Tech Stack Core: Python, FastAPI, asyncio, Airflow, Luigi, PySpark, Docker, LangGraph Data Stores: Vector Databases, DynamoDB, AWS S3, AWS RDS Cloud & MLOps: AWS, Databricks, Ray ️ Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year Fully remote team - choose where you live ️ Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Maternity & Paternity leave for qualified employees Work with smart people who will help you grow and make a meaningful impact This position has a base salary range between $80k and $120k USD. The offer varies on many factors including job related knowledge, skills, experience, and interview results. Regular team offsites to connect and collaborate Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
About You You're a jack-of-all-trades with a passion for cool technology and interacting with people and making them happy. You're a self-starter who's good at triaging problems and working on the most important one. You've worked directly with customers for a long time and are comfortable being the face of the company to them. One of the things that pleases you most in life is customers successfully using your product, being thrilled with its value, and telling you they're happy they partnered with you. Further, you're a curious person, and you'd love the opportunity to work with a technology team that includes data scientists, algorithm experts, back-end and front-end engineers to expand your knowledge. About Us Constructor.io powers product search and discovery for some of the largest retailers in the world. We serve billions of requests every week, and you've probably seen our results somewhere and used our product without knowing it. We differentiate ourselves by focusing on metrics over features, and reinventing search and discovery from the ground up as a machine learning challenge with the specific goal of improving metrics like revenue. We're approximately doubling year over year despite the market slow down and have customers in every eCommerce vertical. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. About the Position As a Customer Success Manager, you'll be joining a rapidly growing team that helps our customers increase their revenue by improving the search and product discovery experiences of their websites and mobile apps through integrating with our services. Your specific responsibilities will include: Repaying our customers' trust through ensuring they get live with our product and are thrilled with the results Understand the needs and roles within the enterprise organizations we work with and help to manage prioritizations and misalignments. If two people within a customer ask for different things, your team must understand how to prioritize for the success of the organization without hurting feelings Helping craft and dictate both internal and external narratives for what's needed to make a customer successful Effectively asking for and managing engineering time to ensure important work for customers is prioritized and unimportant requests are resolved with minimal to no engineering resources Fielding and troubleshooting customer support requests Creating and updating customer documentation and training materials as needed Always looking for new ways you can make our integration process more robust and make customers feel even more successful A minimum of three years professional experience dealing directly with customers and large organizations in a role within customer success, technical account management, or solutions consulting Excellent communication and interpersonal skills Know what an API is and have interacted with them before Excellent ability to quickly understand the different roles in an organization, focus on the ones most important to a task, and craft clear narrative to get people behind your ideas Ability to convince and motivate those around you to do what you know is right Enjoy interacting with customers and solving new problems daily Ability and desire to learn quickly, think outside the box, and come up with solutions to problem Located in EMEA Preferably fluent in German A competitive compensation package including stock options Fully remote team - choose where you live Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
Sep 30, 2025
Full time
About You You're a jack-of-all-trades with a passion for cool technology and interacting with people and making them happy. You're a self-starter who's good at triaging problems and working on the most important one. You've worked directly with customers for a long time and are comfortable being the face of the company to them. One of the things that pleases you most in life is customers successfully using your product, being thrilled with its value, and telling you they're happy they partnered with you. Further, you're a curious person, and you'd love the opportunity to work with a technology team that includes data scientists, algorithm experts, back-end and front-end engineers to expand your knowledge. About Us Constructor.io powers product search and discovery for some of the largest retailers in the world. We serve billions of requests every week, and you've probably seen our results somewhere and used our product without knowing it. We differentiate ourselves by focusing on metrics over features, and reinventing search and discovery from the ground up as a machine learning challenge with the specific goal of improving metrics like revenue. We're approximately doubling year over year despite the market slow down and have customers in every eCommerce vertical. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. We're a passionate team of technologists who love solving problems and want to make our customers' and coworkers' lives better. We value empathy, openness, curiosity, continuous improvement, and are excited by metrics that matter. We believe that empowering everyone in a company to do what they think is best can lead to great things. About the Position As a Customer Success Manager, you'll be joining a rapidly growing team that helps our customers increase their revenue by improving the search and product discovery experiences of their websites and mobile apps through integrating with our services. Your specific responsibilities will include: Repaying our customers' trust through ensuring they get live with our product and are thrilled with the results Understand the needs and roles within the enterprise organizations we work with and help to manage prioritizations and misalignments. If two people within a customer ask for different things, your team must understand how to prioritize for the success of the organization without hurting feelings Helping craft and dictate both internal and external narratives for what's needed to make a customer successful Effectively asking for and managing engineering time to ensure important work for customers is prioritized and unimportant requests are resolved with minimal to no engineering resources Fielding and troubleshooting customer support requests Creating and updating customer documentation and training materials as needed Always looking for new ways you can make our integration process more robust and make customers feel even more successful A minimum of three years professional experience dealing directly with customers and large organizations in a role within customer success, technical account management, or solutions consulting Excellent communication and interpersonal skills Know what an API is and have interacted with them before Excellent ability to quickly understand the different roles in an organization, focus on the ones most important to a task, and craft clear narrative to get people behind your ideas Ability to convince and motivate those around you to do what you know is right Enjoy interacting with customers and solving new problems daily Ability and desire to learn quickly, think outside the box, and come up with solutions to problem Located in EMEA Preferably fluent in German A competitive compensation package including stock options Fully remote team - choose where you live Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group.
Overview Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor's AI-first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver highly personalized experiences that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, home24, Maxeda Brands, Birkenstock and The Very Group. Constructor is a U.S. based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick. For more, visit We are seeking an exceptional Product Manager for new advertising product, Retail Media, who can dive deep into technical challenges and constraints with engineering; to understand prospective customer's pain points with sales; and coordinate ideal messaging with marketing - all while maintaining focus on our customers. This person will be as talented at communication as they are at analysis and user discovery. Recognizing that a product manager is more effective at leading through persuasion than decree, this individual is expert in artful communication across functional roles, teams, and personalities to influence company trajectory. Furthermore, the ideal candidate should be just as comfortable discussing product discovery and retail media internally as they are with external partners and current or prospective customers. Responsibilities Manage and own the end-to-end implementation of various product components of the new Retail Media offering, such as the bidding engine, campaign management, and advertiser management Take ownership of lean delivery, conducting regular check-ins to ensure the project stays on track Arrange sessions with relevant personas to ensure continuous discovery and optimal backlog prioritization Prioritize and align requests and business needs for the new product, identifying each customer's unique needs and considering them as part of the versatile solution Build a feedback loop with first adopters, ensuring their happiness and success in business metrics Prioritize and align on requests and business needs for new product, identifying each customer's unique needs and considering them as a part of the versatile solution Arrange sessions with relevant personas, to ensure continuous discovery and optimal backlog prioritization Develop strategies and roadmaps with support from the director of product or fellow product managers Coordinate with other teams to ensure product success and alignment with overall business goals Analyzing the team's stats on deliverables and regularly reporting it to the stakeholders Enable sales for fast scaling of the product, providing necessary support and materials for the sales team Analyze the team's performance metrics on deliverables and regularly report them to stakeholders Qualifications A minimum of four years of professional experience in product management, with a strong preference for advertising and retail media products Proven ability to manage complex projects and stakeholder relationships effectively, including external stakeholders Background in Advertising, eCommerce, Retail, SaaS, or a related field is preferred Excellent communication, interpersonal, and team collaboration skills Focus on empathetic communication and continuous improvement A track record of building advertising solutions from scratch or scaling them 10x+ Experience in building ad networks and working closely with marketers is a strong plus Experience in successful scaling of the new products is a strong plus Perks Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year A competitive compensation package including stock options Fully remote team - choose where you live Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.
Sep 30, 2025
Full time
Overview Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor's AI-first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver highly personalized experiences that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, home24, Maxeda Brands, Birkenstock and The Very Group. Constructor is a U.S. based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick. For more, visit We are seeking an exceptional Product Manager for new advertising product, Retail Media, who can dive deep into technical challenges and constraints with engineering; to understand prospective customer's pain points with sales; and coordinate ideal messaging with marketing - all while maintaining focus on our customers. This person will be as talented at communication as they are at analysis and user discovery. Recognizing that a product manager is more effective at leading through persuasion than decree, this individual is expert in artful communication across functional roles, teams, and personalities to influence company trajectory. Furthermore, the ideal candidate should be just as comfortable discussing product discovery and retail media internally as they are with external partners and current or prospective customers. Responsibilities Manage and own the end-to-end implementation of various product components of the new Retail Media offering, such as the bidding engine, campaign management, and advertiser management Take ownership of lean delivery, conducting regular check-ins to ensure the project stays on track Arrange sessions with relevant personas to ensure continuous discovery and optimal backlog prioritization Prioritize and align requests and business needs for the new product, identifying each customer's unique needs and considering them as part of the versatile solution Build a feedback loop with first adopters, ensuring their happiness and success in business metrics Prioritize and align on requests and business needs for new product, identifying each customer's unique needs and considering them as a part of the versatile solution Arrange sessions with relevant personas, to ensure continuous discovery and optimal backlog prioritization Develop strategies and roadmaps with support from the director of product or fellow product managers Coordinate with other teams to ensure product success and alignment with overall business goals Analyzing the team's stats on deliverables and regularly reporting it to the stakeholders Enable sales for fast scaling of the product, providing necessary support and materials for the sales team Analyze the team's performance metrics on deliverables and regularly report them to stakeholders Qualifications A minimum of four years of professional experience in product management, with a strong preference for advertising and retail media products Proven ability to manage complex projects and stakeholder relationships effectively, including external stakeholders Background in Advertising, eCommerce, Retail, SaaS, or a related field is preferred Excellent communication, interpersonal, and team collaboration skills Focus on empathetic communication and continuous improvement A track record of building advertising solutions from scratch or scaling them 10x+ Experience in building ad networks and working closely with marketers is a strong plus Experience in successful scaling of the new products is a strong plus Perks Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year A competitive compensation package including stock options Fully remote team - choose where you live Work from home stipend! We want you to have the resources you need to set up your home office Apple laptops provided for new employees Training and development budget for every employee, refreshed each year Parental leave for qualified employees Work with smart people who will help you grow and make a meaningful impact Diversity, Equity, and Inclusion at Constructor At Constructor.io we are committed to cultivating a work environment that is diverse, equitable, and inclusive. As an equal opportunity employer, we welcome individuals of all backgrounds and provide equal opportunities to all applicants regardless of their education, diversity of opinion, race, color, religion, gender, gender expression, sexual orientation, national origin, genetics, disability, age, veteran status or affiliation in any other protected group. Studies have shown that women and people of color may be less likely to apply for jobs unless they meet every one of the qualifications listed. Our primary interest is in finding the best candidate for the job. We encourage you to apply even if you don't meet all of our listed qualifications.