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Senior Product Manager: Attribute Enrichment

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: constructor.com. 

Requirements

We are looking for a Senior Product Manager to lead our Attribute Enrichment team — a critical part of our product strategy. This team enhances the depth, quality, and coverage of product data through ML-driven enrichment, powering better product discovery experience for our customers.

This role is for a strategic thinker and hands-on executor who thrives in a fast-paced environment, enjoys working across functions, and is passionate about building products that solve real customer problems.

Day-to-day you will:

  • Define and launch a high-impact product strategy, prioritising the top value streams for attribute enrichment based on data, customer insights, and business goals.
  • Develop and clearly communicate a compelling value proposition for the Attribute Enrichment product, validated by customer feedback.
  • Drive product adoption by leading iterative development and release cycles that directly improve customer experience and satisfaction.
  • Work closely with our PSL and go-to-market teams to reduce time-to-demo, ensuring seamless and rapid testing of attribute capabilities.
  • Define and track key product performance and quality metrics, using them to inform prioritisation and continuous product improvement.
  • Engage regularly with customers to gather feedback, identify pain points, and validate roadmap decisions.
  • Champion a fast-paced, high-quality, iterative product development cycle, ensuring that the team can quickly adapt to change.
  • Collaborate cross-functionally with engineering, product, sales, and customer success to streamline workflows and reduce friction.
  • Be the voice of the customer and the business, ensuring the Attribute Enrichment roadmap aligns with real needs and delivers measurable value.
  • Stay ahead of the curve on industry trends and ML enrichment innovations.


You would be a good fit if:

  • Have 5+ years of experience in product management, with a proven track record of launching successful, high-quality products in fast-paced, technical environments.
  • Have strong technical depth, especially in data or ML-driven products, and can understand and drive improvements to complex systems.
  • Are an excellent strategic thinker who can define a compelling vision and execute against it with speed and precision.
  • Are deeply customer-focused and able to translate real user needs into intuitive and impactful product solutions.
  • Thrive in a culture of experimentation, iteration, and continuous learning, and bring a growth mindset to everything you do.
  • Make data-informed decisions, balance qualitative insights with quantitative metrics, and are not afraid to pivot when necessary.
  • Are a strong communicator and collaborator who can bring teams together, inspire trust, and reduce friction across departments.
  • Can own both the success and failure of your product, and are relentless in your pursuit of improvement.
  • Are excited to move fast without breaking things, bringing speed and quality into balance.
  • Have experience working with ML or AI-based products, especially in data enrichment, catalog structuring, or search/discovery domains.
  • 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.

What You Should Know About Senior Product Manager: Attribute Enrichment, Constructor

Join Constructor as a Senior Product Manager, focusing on our Attribute Enrichment team! Here, you’ll have the unique opportunity to shape our product strategy and enhance the depth, quality, and coverage of product data through machine learning-driven enrichment. Our innovative platform is revolutionizing the ecommerce space, enabling businesses to provide personalized shopping experiences that truly resonate with their customers. In this role, you’ll define high-impact strategies based on data insights and customer feedback, ensuring that attribute enrichment meets market demands. Your hands-on approach will foster collaboration across teams, from engineering to sales, as you improve product discovery for household names like Sephora and Petco. We love team members who think strategically and are driven by real customer challenges. Being a part of Constructor means you’re encouraged to adopt a culture of experimentation, making data-informed decisions that spearhead product improvements. Plus, our fully remote setup and generous unlimited vacation time allow you to maintain a work-life balance while contributing to impactful projects. If you’re passionate about leading product innovations that solve real-world problems, and thrive in a fast-paced environment, Constructor is the place for you! Don’t miss out on the chance to join a diverse and inclusive team that values collaboration and growth. Apply today and help us drive conversions in ecommerce like never before!

Frequently Asked Questions (FAQs) for Senior Product Manager: Attribute Enrichment Role at Constructor
What responsibilities does a Senior Product Manager at Constructor have?

As a Senior Product Manager at Constructor, your main responsibility is to lead the Attribute Enrichment team in enhancing product data through machine learning. You'll define product strategies based on valuable customer insights and performance metrics, drive product adoption through iterative development cycles, and collaborate with cross-functional teams to improve customer experience.

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What qualifications are needed for the Senior Product Manager role at Constructor?

To be a successful Senior Product Manager at Constructor, you should have over 5 years of product management experience, particularly in fast-paced tech environments. Strong technical depth in data or ML-driven products is essential, along with the ability to communicate effectively and lead cross-functional teams toward a unified product vision.

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How can the Senior Product Manager impact customer experience at Constructor?

The Senior Product Manager at Constructor plays a crucial role in impacting customer experience by driving the development of the Attribute Enrichment product. By gathering customer feedback, validating roadmap decisions, and prioritizing features that solve real customer problems, you ensure a product that aligns perfectly with user needs and enhances their shopping experience.

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What is the work culture like at Constructor for a Senior Product Manager?

Constructor fosters a collaborative and inclusive work culture where Senior Product Managers are encouraged to experiment and grow. With a focus on iteration and continuous learning, you’ll work alongside talented individuals in a fully remote environment, supported by resources for your professional development.

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What are the career growth opportunities for a Senior Product Manager at Constructor?

At Constructor, as a Senior Product Manager, you'll have numerous opportunities for career growth. This role not only allows you to lead impactful product strategies but also positions you at the forefront of ML innovations, enabling you to advance your skills and take on larger responsibilities within the company.

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Common Interview Questions for Senior Product Manager: Attribute Enrichment
How do you prioritize features for product development as a Senior Product Manager?

To prioritize features effectively, it's vital to balance customer insights, business goals, and technical feasibility. Use data metrics and customer feedback to identify high-impact areas while remaining flexible to adjust priorities as new information emerges.

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Can you describe your experience with ML-driven products?

When discussing past experiences, emphasize specific projects where you managed ML features. Highlight your role in the product lifecycle, from ideation to launch, and include metrics that demonstrate the product’s success and user satisfaction.

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How do you handle feedback from customers regarding a product?

Handling customer feedback requires active listening and analysis. Emphasize your process for collecting feedback systematically, understanding key pain points, and using that information to guide product iterations that enhance user experience.

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What strategies do you use to drive product adoption?

Driving product adoption involves clear communication of value propositions and ensuring user experience is smooth. Highlight your experience in developing training resources, conducting demos, and implementing iterative improvements based on user interactions.

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Describe a time when you had to pivot a product strategy. What happened?

When discussing a pivot, highlight the situation that called for change, the data or feedback that led to your decision, and the outcome. Demonstrating your ability to adapt strategies while maintaining focus on customer needs is key.

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How do you ensure cross-departmental collaboration?

Collaboration is crucial for product success. Discuss your approach to building relationships across teams, establishing regular communication channels, and using tools to facilitate sharing of insights and updates between engineering, sales, and marketing.

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What makes a successful product manager?

A successful product manager combines strategic thinking, technical understanding, and customer focus. Emphasize your ability to align product direction with business goals while continually engaging users for input that shapes the product’s development.

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How do you measure the success of a product post-launch?

Measuring success involves tracking key performance indicators like user engagement, conversion rates, and customer satisfaction metrics. Share how you develop and review these metrics regularly to guide future product improvements.

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What tools and methodologies do you use for product management?

Discuss the tools you are proficient in, such as JIRA or Trello for task management, and methodologies like Agile or Lean that emphasize iterative development, customer feedback, and regular assessment of progress.

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How do you maintain a user-centric approach in product management?

Maintaining a user-centric approach begins with deep user research. Share how you engage with users through interviews, surveys, and usability testing, ensuring their needs and feedback drive your product decisions.

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The only site search and product discovery built for ecommerce KPIs. Delivering superior experiences with AI, NLP, data and personalization.

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DATE POSTED
April 8, 2025

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