Data Scientist, Infrastructure
Core
Define foundational datasets and metrics for infrastructure usage, efficiency, and scaling; build forecasting and optimization models to support resource allocation and planning.
Role type
Senior data scientist (infrastructure planning & optimization)
Builds
Foundational datasets, forecasting models, optimization models, source-of-truth dashboards
Domain
AI infrastructure, compute fleet management, resource allocation
Deliverable
dashboards & analysis
Required skills
SQL, Python, forecasting, optimization modeling, metrics definition, data analysis
Preferred skills
Large scale backend systems experience, simulation and prototyping, NLP, large language models, generative AI
Responsibilities
Build and maintain foundational datasets and metrics reflecting infrastructure usage and efficiency; Develop forecasting and optimization models for infra planning and resource allocation; Partner with engineering, research, and product teams to shape infrastructure strategy through data; Drive clarity with source-of-truth dashboards and analyses guiding infra decisions
Seniority
Senior, hands-on IC
