Product Manager (Search Quality, Query Interpretation)

This position is fully remote - Constructor.io is a remote-first company.

We’re looking for a sharp, systems-minded Senior Product Manager to lead our efforts around Search Quality and Query Interpretation, owning both the intelligence that helps us understand user queries and the models that determine what gets shown in return.

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.

If you’re excited about building models, tools, and evaluation frameworks that make search smarter and more trustworthy, and you love debugging tricky problems across complex systems, this role is for you.

What You'll Do

• 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

What We're Looking For

• 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