Harvey · 7 hours ago
Senior Product Manager, Data & Retrieval
San Francisco
Full-time
Hybrid
Senior Level
$178K/yr - $242K/yr
5+ years expHarvey is transforming how legal and professional services operate by combining AI with deep domain expertise. The Senior Product Manager will lead the strategy and development of Harvey's data engine, focusing on enhancing data retrieval and management systems to support legal research and reasoning.
Artificial Intelligence (AI)Information TechnologyLegalLegal Tech
Responsibilities
Drive the roadmap and strategy for Harvey’s 'Data Factory', ensuring we scale our data 100x through new platforms that build the ‘legal index’ of the world
Work with internal operations and external data providers to methodically expand coverage, accelerate execution, and improve dataset quality
Own and evolve Harvey’s end-to-end data architecture—from ingestion and transformation to storage, indexing, and retrieval—ensuring performance, reliability, and scalability for LLM-powered products
Partner with Applied AI engineers to build and optimize retrieval systems, embeddings, search models, and evaluation frameworks
Architect and oversee large-scale ingestion pipelines that aggregate, normalize, and continuously update millions of heterogeneous legal documents across global jurisdictions
Collaborate cross-functionally with Product Engineering, Applied AI, Research, and Platform teams to deliver high-quality production systems that support reasoning, summarization, and legal research workflows
Qualification
Required
5+ years of experience building or managing search, retrieval, recommendation, or data platforms at scale
Experience working with complex, heterogeneous, or domain-specific datasets with structured + unstructured data
Understanding of modern retrieval methods, including hybrid search (lexical + vector), dense retrieval, re-ranking, embeddings, chunking strategies, and index optimization
Hands-on experience with LLMs or RAG frameworks (evaluation, grounding, hybrid pipelines, query rewriting, LLM-as-a-judge, retrieval metrics)
Ability to partner with engineers on technical architecture, with enough depth to challenge assumptions, propose solutions, and influence design
A product mindset for search—balancing user needs, domain complexity, and system constraints to propose high-leverage improvements
Company
Harvey
Harvey provides AI-driven tools to assist legal professionals with research, document review, and contract analysis.
501-1000 employees
H1B Sponsorship
Harvey has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (21)
2024 (6)
2023 (2)
Funding
Current Stage
Late StageTotal Funding
$1.02BKey Investors
Andreessen HorowitzEQT GrowthSequoia Capital
2025-10-30Series F· $160M
2025-10-06Series E· $59M
2025-06-23Series E· $300M
Leadership Team
Winston Weinberg
CEO & Co-Founder
Gabe Pereyra
President & Co-Founder
Recent News
Business Insider
2026-01-23
2026-01-20
Company data provided by crunchbase