Lead strategy and roadmap for improving user query interpretation and response quality. Drive development of search quality models optimizing recall and precision. Collaborate with ML, infrastructure, and product teams to measure, explain, and benchmark search results.
Key Highlights
Highly technical, high-impact role at the heart of search infrastructure
Owns both query interpretation intelligence and result ranking models
Focus on metrics, continuous improvement, and user value measurement
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Key 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 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
Technical Skills Required
search pipeline
tokenization
spelling correction
synonyms
LLMs
search evaluation frameworks
production ML models
real-time vs batch tradeoffs
ML Ops
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Benefits & Perks
Unlimited vacation time
Competitive compensation package including stock options
Company sponsored US health coverage (100% paid for employee)
Fully remote team
Work from home stipend
Apple laptops provided for new employees
Training and development budget refreshed each year
Parental leave for qualified employees
Job Description
Constructor 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 slowing 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.
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