Product Data Scientist: Growth & Insights

Thatch; Austin, New York, San Francisco (TX, NY, CA); Hybrid; USD 160,000 - 230,000; Full time

Job summary

Thatch is seeking a Data Scientist for Product to understand how users engage with our health benefits platform and guide product decisions. You will own data models and metrics—from plan shopping and enrollment to reimbursements and everyday usage—driving insights that shape strategy.

You will dig into user behavior, identify friction, and design experiments to guide what to build next. This hands-on role builds the analytics foundation teams rely on and translates complex data into clear

Qualifications

• Experience using analytics, data science, and experimentation to influence product decisions.
• Strong SQL skills and experience with dbt or similar data transformation tools.
• Experience building analytical data models and dashboards using BI or visualization tools.
• Proficiency in Python for analysis, experimentation, or statistical modeling.
• Strong product judgment and the ability to turn complex findings into clear, actionable recommendations.
• Comfortable working independently, navigating ambiguity, and partnering across teams.
• Experience in healthcare, fintech, or other regulated industries.

Responsibilities

• Partner with Product and Operations to answer important questions and inform product priorities.
• Define and own product metrics, from company-wide success measures to feature-level performance.
• Analyze user journeys, engagement, and operational data to uncover friction and opportunities.
• Design and evaluate experiments to measure the impact of product changes.
• Build and maintain dbt models, metrics, dashboards, and analytical tools that teams rely on.
• Improve data quality, instrumentation, and self-serve analytics so teams can make confident decisions.

Skills

SQL

Python

Experimentation

Data analysis

Stakeholder collaboration

Tools

dbt

GitHub

CI/CD

Snowflake

Hex

Omni

Job description

Thatch is seeking a Data Scientist for Product to understand how users engage with our health benefits platform and guide product decisions. You will own data models and metrics—from plan shopping and enrollment to reimbursements and everyday usage—driving insights that shape strategy.

You will dig into user behavior, identify friction, and design experiments to guide what to build next. This hands-on role builds the analytics foundation teams rely on and translates complex data into clear