Data Scientist Api San Francisco
Classified Tasks (18)
Augment (12)
AI assists, human decides
Build the measurement systems that make the API platform legible and improveable
technical
Define the metrics that matter for the API platform
analytical
Identify and quantify developer friction
analytical
Evaluate launches and platform changes
analytical
Own the core KPI framework for the API platform spanning developer adoption, engagement, retention, and platform health
analytical
Build end-to-end funnels that identify where developers succeed or get stuck from first integration through scaling to production
technical
Define and operationalize platform guardrails (reliability, latency, error rates, cost/efficiency) and connect them to user outcomes
operational
Design and evaluate experiments and rollouts to quantify the impact of platform and product changes
analytical
Partner with product and engineering teams to improve instrumentation, data quality, and metric definitions
technical
Translate complex analysis into clear, actionable insights for leadership and cross-functional stakeholders
communication
Develop dashboards, tools, and self-serve data products that help teams answer product questions quickly
technical
Help establish data science standards and best practices for measuring AI platform performance and developer success
leadership
Human-Only (6)
Requires human judgment
Translate data into product decisions that improve reliability and developer outcomes at scale
leadership
Partner with Product, Engineering, Research, and Finance to ensure metrics are trusted
communication
Partner with Product, Engineering, Research, and Finance to ensure experimentation is rigorous
communication
Partner with Product, Engineering, Research, and Finance to turn insights into shipped improvements
operational
Socialize dashboards, tools, and self-serve data products across teams
communication
Partner with other data scientists across the company to share learnings and raise the bar on measurement and decision-making
communication