Senior Product Data Scientist: Analytics & ML

Getpeer; San Francisco, Northern (CA, KY); Hybrid; USD 150,000 - 210,000; Full time

Benefits offered by this job

Equity grant

Remote-first with SF on-sites

Health coverage

Parental leave (12 weeks)

Home-office stipend

Unlimited PTO

Job summary

Peer AI in the Bay Area seeks a Senior Product Data Scientist to lead product analytics and ML efforts. You will define the core metrics for activation, engagement, retention, and outcomes, and partner with engineering to instrument capabilities.

You will build trustworthy data models, analyze complete user journeys, and create automated analyses that connect usage signals to AI quality and customer outcomes.

Qualifications

• Excellent SQL and strong Python skills.
• Experience in product analytics, data science, analytics engineering, or a role spanning those disciplines.
• Comfort working with raw event and application data, defining semantics, and fixing instrumentation.
• Strong grounding in funnels, cohorts, retention, experimentation, and behavioral analysis.
• Ability to turn ambiguous analysis into clear product recommendations, with a bias toward reusable data products and automated insight loops.

Responsibilities

• Define the core metrics for product health, activation, adoption, engagement, retention, and successful customer outcomes.
• Design a durable event and semantic model for complex entities such as organizations, studies, documents, sources, generation operations, and AI-agent actions.
• Partner with engineers to instrument new capabilities so analytics is part of feature development rather than an afterthought.
• Build trustworthy analytical datasets and connect product behavior with operational, quality, and AI-system data.
• Analyze complete user journeys to identify where customers succeed, struggle, abandon workflows, regenerate content, or require additional support.
• Build automated analyses and AI-assisted systems that detect meaningful changes and connect usage signals to AI quality and downstream customer outcomes.

Skills

SQL

Python

Product analytics

Data science

Instrumentation

Funnels & cohorts

Experimentation

Communication of insights

Job description

Peer AI in the Bay Area seeks a Senior Product Data Scientist to lead product analytics and ML efforts. You will define the core metrics for activation, engagement, retention, and outcomes, and partner with engineering to instrument capabilities.

You will build trustworthy data models, analyze complete user journeys, and create automated analyses that connect usage signals to AI quality and customer outcomes.