Product Manager Jobs at Harvey

Harvey PM interview guide

Harvey is a legal AI company (founders Winston Weinberg and Gabe Pereyra, ex-DeepMind) building agentic AI for law firms and corporate legal teams, with 1,500+ customers across 60+ countries. IMPORTANT HONESTY NOTE: there is very little publicly published Harvey-specific PM interview Q&A. Glassdoor's Harvey interview page was bot-blocked (HTTP 403) on every attempt; Exponent and Taro have Harvey entries but ZERO product-manager questions (only ML-engineer coding/AI prompts); the widely-cited "inbox exercise" belongs to Harvey's GTM/Account-Executive loop, not PM. To honor the "never invent, every question needs a real URL" rule, the questions below are grounded in sources that genuinely exist and are Harvey-specific: Harvey's own live PM job postings (Staff PM and Innovation PM), Harvey's documented interview-process structure (recruiter screen, 30-min technical, 30-min hiring-manager, then a ~2-hour final split into 4 interviews), Harvey's stated hiring values, and the general AI-PM interview pattern that reputable guides document. Several questions are reasonable, source-anchored extrapolations from those Harvey materials rather than verbatim reported PM questions, because verbatim Harvey PM questions are not public. Treat them as well-sourced preparation prompts, not transcripts.

The interview process

1. Recruiter screen. A recruiter walks through the end-to-end loop transparently and covers values plus motivation for Harvey. Candidates report the recruiter explains the purpose of each later stage and how to prepare. (Glassdoor candidate reports via Exponent/InterviewQuery summaries; average reported process ~20 days.)
2. Technical / craft screen (~30 min). A focused ~30-minute interview probing role craft. For PM roles this maps to product depth and AI/LLM fluency rather than coding; Harvey's Staff PM posting explicitly requires AI/LLM knowledge and technical depth to challenge assumptions and influence design.
3. Hiring-manager screen (~30 min). A ~30-minute hiring-manager conversation centered on Harvey's value proposition, your motivation, and fit with the team and mission.
4. Final loop (~2 hours, split into ~4 interviews). A multi-part final panel. Across Harvey roles this commonly mixes a deep-dive on past work (execution, ownership, navigating ambiguity, trade-offs) with role-specific exercises. PM exercises typically center on product sense, prioritization, and AI feature/product design grounded in legal workflows; note the documented 'inbox exercise' is specific to GTM/AE candidates, not PM.

Likely PM interview questions

1. Walk through translating a messy, high-value legal workflow (e.g. due diligence or contract review) into an AI-powered product. How do you scope it, decide what to automate vs keep human-in-the-loop, and what trade-offs do you flag on rollout and risk?Product sense
2. Design an AI feature for a law firm using agentic AI on top of an LLM. Give a high-level product design, the specific AI capabilities, the guardrails you'd build for accuracy and hallucination risk, and why it makes sense for both the user and the business.Product sense
3. Tell me about a time you led a product end-to-end, from ideation and strategy through execution and launch. What did you own, what trade-offs did you make, and how did you measure the outcome?Execution