Senior Product Manager: Recall

The role

This Senior Product Manager will lead the Machine Learning & Recall and Query teams. You will define strategy for query understanding and candidate retrieval to drive business outcomes like conversion rate and revenue.

What you will do

• Define the multi-quarter vision and strategy across the Machine Learning & Recall and Query teams.
• Lead the Query team in tokenization, spell correction, entity extraction, intent classification, and LLM-assisted query parsing.
• Lead the Machine Learning & Recall team in evolving candidate generation architecture.
• Own measurable lift in search-attributed conversion, revenue per visit, and GMV.
• Work with ML researchers, data scientists, and software engineers to move SOTA models to production.
• Balance model complexity, accuracy, inference latency, and compute costs.
• Establish offline and online measurement systems to evaluate retrieval precision and query understanding.
• Ensure candidate product sets and query context flow into downstream ranking and search quality models.
• Lead technical triage when query interpretation or retrieval anomalies occur.

Required qualifications

• Highly technical, systems-minded

Benefits

• Unlimited vacation time
• Competitive compensation package including stock options
• Company-sponsored US health coverage (100% paid for employee)
• Work-from-home stipend
• Apple laptops provided for new employees
• Training and development budget refreshed each year
• Parental leave for qualified employees

About the company

Constructor powers product search and discovery for large retailers. They focus on metrics over features and treat search and discovery as a machine learning challenge.