Senior Product Manager - Search Quality and Query Interpretation

About the Role

The successful candidate will be part of a passionate team of technologists who love solving problems and making a meaningful impact. With a focus on metrics over features, Constructor is committed to continuous improvement and empowering everyone in the company to do what they think is best.

What You Will Do

• Own the strategy and roadmap for improving how user queries are interpreted and responded to
• Drive development of search quality models that optimize recall and precision
• Define and build tools and metrics that help 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 Constructor's quality against competitors and push for continuous improvement
• Develop and maintain a deep understanding of the search pipeline, from tokenization to result ranking
• Stay up-to-date with the latest advancements in machine learning, NLP, and search evaluation frameworks
• Work closely with cross-functional teams to ensure alignment and effective communication

What We Are Looking For

• Experience as a Product Manager 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
• Experience with agile development methodologies and version control systems
• Strong communication and collaboration skills, with the ability to work effectively in a remote team

Nice to Have

• Experience with cloud-based technologies, such as AWS or Google Cloud
• Knowledge of containerization using Docker and Kubernetes
• Familiarity with CI/CD pipelines and automated testing frameworks
• Experience with data visualization tools, such as Tableau or Power BI

Benefits and Perks

• Competitive compensation package, including stock options
• Unlimited vacation time, with a minimum of 3 weeks per year
• Company-sponsored US health coverage, with 100% paid premium for employees
• Fully remote team, with the freedom to choose your location
• Work-from-home stipend, to help you set up your ideal workspace
• Apple laptops provided for new employees
• Training and development budget, refreshed each year
• Parental leave for qualified employees
• Opportunity to work with a passionate team of technologists, making a meaningful impact in the industry

• To stand out as a candidate, highlight your experience with search quality models and machine learning frameworks, and be prepared to discuss your approach to measuring and improving result quality.
• Familiarize yourself with Constructor's technology stack and be prepared to discuss how you can contribute to the company's goals and objectives.
• As a remote worker, it's essential to have excellent communication and collaboration skills, so be prepared to discuss your experience working with distributed teams.
• When discussing your salary expectations, be sure to research the market rate for similar positions and be prepared to negotiate based on your skills and experience.
• Be prepared to provide specific examples of your experience with search evaluation frameworks and production ML models, and how you've applied them in previous roles.
• During the interview process, pay attention to the company culture and values, and be prepared to discuss how you can contribute to and thrive in a remote-first environment.