Baseten
AI
CapacityandInfrastructureAnalyticsLead
Neural analysis suggests this role is
optimal for Mid candidates.
“Capacity and Infrastructure Analytics Lead at Baseten. Skills: Infrastructure analytics, Cloud cost management, Data modeling, SQL, dbt. Build, enhance, and maintain dashboards that track cloud cost, usage, capacity, utilization, and infrastructure efficiency. Ingest, clean, and model billing and usage data from multiple cloud and infrastructure providers”
What You'll Achieve.
Build the analytics foundation for tracking infrastructure usage, capacity, and cloud spend; Create reliable data models that bring together cloud billing exports, provider usage data, capacity data, and internal infrastructure telemetry into a unified view of cost and utilization; Answer questions like: How efficiently are we using committed capacity? How should we forecast infrastructure needs asımızı usage grows?
Industry & Context.
Analytical skills
What They're Looking For.
Must Have
5+ years of experience in analytics, BI, infrastructure analytics, cloud cost management, or a related role, SQL skills, including experience writing complex transformations across disparate datasets, Experience building clean, reusable data models and semantic layers in dbt, Working knowledge of concepts like AWS Cost and Usage Reports, Google Cloud Billing Export, committed use discounts, savings plans, reservations, usage-based pricing, credits, and cloud cost allocation, Experience integrating raw data from APIs, cloud exports, vendor invoices, billing systems, or observability platforms with Python/SQL, Familiarity with the FOCUS standard or other cloud cost data normalization frameworks, Experience building dashboards and self-serve analytics in BI tools such as Sigma and Hex, Comfort working cross-functionally with Engineering, Finance/Accounting, Product, and Ops stakeholders
Nice to Have
Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities
What You'll Do.
and maintain dashboards that track cloud cost
and infrastructure efficiency
and model billing and usage data from multiple cloud and infrastructure providers
Create canonical data models for capacity and usage
Support forecasting and planning workflows by modeling historical usage
and infrastructure demands
Develop alerting for anomalies in billing
Ensure data reliability through testing
and clear ownership across the analytics stack
How You'll Work.
Team & Collaboration
Partner with Infrastructure Engineering and Finance to define core metrics; Comfort working cross-functionally with Engineering, Finance/Accounting, Product, and Ops stakeholders
Communication Scope
Communication skills; Ability to explain complex infrastructure and cost concepts clearly to both technical and non-technical audiences
Full Job Description
ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $300M Series E https://www.baseten.co/blog/announcing-baseten-s-300m-series-e/, backed by investors including BOND, IVP, Spark Capital, Greylock, and Conviction. Join us and help build the platform engineers turn to to ship AI products. THE ROLE We’re hiring a Capacity and Infrastructure Analytics Lead to help Baseten build the analytics foundation for tracking infrastructure usage, capacity, and cloud spend across our growing AI inference platform. This is a foundational analytics role focused on understanding how compute resources are consumed, priced, and optimized across Baseten’s fleet. You’ll create reliable data models that bring together cloud billing exports, provider usage data, capacity data, and internal infrastructure telemetry into a unified view of cost and utilization. You’ll work closely with Finance, Infrastructure, Product, and Operations to answer questions like: How efficiently are we using committed capacity? How should we forecast infrastructure needs as usage grows? RESPONSIBILITIES - Build, enhance, and maintain dashboards that track cloud cost, usage, capacity, utilization, and infrastructure efficiency across Baseten’s fleet. - Ingest, clean, and model billing and usage data from multiple cloud and infrastructure providers, including sources such as cost and usage reports, provider APIs, invoices, and internal infrastructure systems. - Create canonical data models for capacity and usage across a variety of dimensions and time grains. - Partner with Infrastructure Engineering and Finance to define core metrics for cloud spend, committed capacity ut
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