Data Scientist, Supply

Anthropic is a public benefit corporation focused on creating reliable and beneficial AI systems. The Data Scientist in the Supply pillar will work closely with infrastructure engineers to optimize compute allocation decisions and connect them to user outcomes, shaping how AI reaches the world at scale.

Responsibilities:

• Build and run testing frameworks — observational and synthetic — to quantify how different inputs affect compute allocation outcomes
• Connect compute allocation decisions to downstream user outcomes (retention, LTV, revenue) so we stop optimizing in a vacuum
• Partner closely with infrastructure engineers, product, and research to instrument the system, measure what matters, and ship operational changes
• Develop the metric hierarchies, dashboards, and reporting that turn supply decisions into shared understanding across the company
• Contribute analyses and recommendations to executive forums, and co-author the supply narrative the team takes to the CTO and his staff
• Measure and improve how AI affects developer productivity inside Anthropic