Product Analytics Lead - AI Healthtech

HeartFlow; San Francisco (CA); Hybrid; USD 155,000 - 200,000; Full time

Job summary

HeartFlow is seeking a Product Analytics Manager to own product analytics for the HeartFlow platform. You will partner with Product, Engineering, and Commercial leaders to answer which features drive retention and utilization, design experiments, and turn insights into a roadmap for improved adoption and revenue.

The role requires hands-on SQL, Python, and BI skills, plus experience building instrumentation with Mixpanel and Datadog.

Qualifications

• 8+ years in analytics or data science with product analytics focus.
• Experience designing and analyzing experiments that influenced product decisions.
• Strong SQL and Python for analysis and automation.
• Experience in B2B SaaS, healthcare technology, or medical devices preferred.
• Ability to translate complex results into actionable recommendations.

Responsibilities

• Own the analytical agenda for the Heartflow platform; identify features and behaviors that drive adoption, retention, and utilization, and translate findings into prioritized recommendations.
• Design, run, and analyze experiments (A/B tests, feature flags, staged rollouts) with rigorous hypotheses and metrics; apply quasi-experimental methods when needed.
• Define and maintain a product metrics framework (north-star, activation, engagement, retention, adoption) tied to commercial outcomes.
• Partner with Engineering to design and implement event tracking in Mixpanel and observability signals in Datadog; own the tracking plan.
• Build cohort, funnel, and lifecycle analyses to understand ramp, engagement, and churn risk; develop health indicators for Customer Success and Sales.
• Build dashboards and self-service BI (Tableau, Mixpanel, semantic-layer tools) for real-time product performance visibility.
• Define success criteria before launches and measure post-launch performance with structured readouts.
• Combine quantitative data with qualitative inputs to form a complete customer experience picture.
• Champion AI-enabled analytics across the workflow, using LLM tools to accelerate analysis and automation.
• Ensure data governance and compliance with HeartFlow policies in a regulated medical device environment.
• Present findings to senior leadership and mentor analysts to raise analytical rigor.

Skills

Product analytics

Experiment design

Cohort & retention analysis

A/B testing

SQL

Python

Data visualization

AI / LLM tools

Cross-functional collaboration

Healthcare data awareness

Education

Bachelor’s degree in a quantitative field

Master’s degree preferred

Tools

Mixpanel

Datadog

Tableau

Snowflake

BigQuery

Redshift

dbt

Job description

HeartFlow is seeking a Product Analytics Manager to own product analytics for the HeartFlow platform. You will partner with Product, Engineering, and Commercial leaders to answer which features drive retention and utilization, design experiments, and turn insights into a roadmap for improved adoption and revenue.

The role requires hands-on SQL, Python, and BI skills, plus experience building instrumentation with Mixpanel and Datadog.