Senior Product Manager, Recall

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Constructor

WebsiteLinkedInAll Job Openings

201 - 500 employees

Founded 2015

☁️ SaaS

🤖 Artificial Intelligence

🛍️ eCommerce

💰 $25M Series B - Constructor on 2024-06

SaaS • Artificial Intelligence • eCommerce

Constructor is an AI-native, API-first platform that provides product search and discovery solutions optimized for e-commerce. The company offers a commerce reasoning engine and a suite of features — search, autosuggest, personalized recommendations, AI shopping agents, attribute enrichment, retail media, and cross-channel discovery — to help retailers and enterprises deliver personalized discovery experiences across onsite and offsite touchpoints. Constructor positions itself as a specialist in product discovery for both B2C and B2B retail, integrating with existing tech stacks and emphasizing transparent, explainable AI for merchandising and conversion optimization.

📋 Description

• Define the multi-quarter vision and strategy across Machine Learning & Recall and Query teams • Lead the Query team to push boundaries in tokenization, spell correction, entity extraction, and intent classification • 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 take SOTA models into production • Establish robust offline and online measurement systems to evaluate retrieval precision • Ensure candidate product sets and query context flow cleanly into downstream ranking models • Lead technical triage for query interpretation or retrieval anomalies

🎯 Requirements

• Highly technical, systems-minded • Experience leading teams in search intelligence, machine learning, or related fields • Understanding of query understanding and candidate retrieval • Knowledge of vector search, semantic parsing, dense embeddings, and LLM-assisted query interpretation • Ability to balance state-of-the-art techniques with low-latency production execution • Proven track record in driving business outcomes like conversion rate, search-attributed revenue • Experience collaborating with ML researchers, data scientists, and software engineers • Demonstrated ability to make data-backed decisions

🏖️ Benefits

• Unlimited vacation time - we strongly encourage all of our employees to 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.