Data Analyst
Core
Shape how the Product organization understands signup, activation, feature adoption, and launches through data-driven insights.
Role type
Product-first AI-native Data Analyst
Builds
Product usage models, decision-oriented dashboards, and automated analytical workflows
Domain
SaaS / Product Analytics
Deliverable
production ML models | dashboards & analysis
Required skills
business judgment, advanced SQL, dbt, Git workflows, Looker, AI agent integration
Preferred skills
Python, statistics, A/B testing, semantic layer design
Technologies
dbt, BigQuery, Looker, GitHub, Cursor, n8n, OpenClaw
Responsibilities
Define events, funnels, and activation criteria; analyze signup conversion, retention, and release performance; build and maintain Looker dashboards; investigate anomalies and tracking failures; extend and validate dbt models; turn repeatable analyses into automated agent workflows
Seniority
Mid-level, hands-on IC