f5560d13-ad3 Senior Product Manager We're looking for a sharp, systems-minded Senior Product Manager to lead our efforts around Search Quality and Query Interpretation. This is a highly technical, high-impact role that sits at the heart of our search infrastructure. You'll shape how we interpret queries, which results we retrieve, and how we ensure that every decision we make is measurable, explainable, and grounded in user value.

Responsibilities

  • Own the strategy and roadmap for improving how we interpret and respond to user queries.
  • Drive development of search quality models that optimize recall and precision.
  • Define and build tools and metrics that help us measure and explain result quality.
  • Collaborate closely with ML, infrastructure, and product teams across the stack.
  • Lead investigation and triage when search quality issues arise and design long-term solutions.
  • Benchmark our quality against competitors and push for continuous improvement.

Requirements

  • Experience as a PM in search, machine learning, or NLP-focused products.
  • Deep understanding of the search pipeline from tokenization to result ranking.
  • Expertise with spelling correction, synonyms, LLMs, or search evaluation frameworks.
  • Familiarity with production ML models (especially tradeoffs between real-time vs batch).
  • A strong sense for quality and correctness, and how to measure them.
  • Technical fluency and comfort working with engineering, data science, and ML Ops teams.

Benefits

  • Unlimited vacation time - we strongly encourage all of our employees take at least 3 weeks per year
  • A competitive compensation package including stock options
  • Company sponsored US health coverage (100% paid for employee)
  • 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

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]]> full-time senior remote search, machine learning, NLP, spelling correction, synonyms, LLMs, search evaluation frameworks, production ML models Engineering Technology Constructor.io https://logos.yubhub.co/j.com.png Constructor.io powers product search and discovery for some of the largest retailers in the world, serving billions of requests every week. https://apply.workable.com https://apply.workable.com/j/500581A7B5 2026-03-09