baseten - Capacity and Infrastructure Lead
Requirements
• 5+ years of experience in analytics, BI, infrastructure analytics, cloud cost management, or a related role. • Strong 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. • Strong communication skills, with the ability to explain complex infrastructure and cost concepts clearly to both technical and non-technical audiences.
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 utilization, cost allocation, unit economics, and infrastructure efficiency. • Support forecasting and planning workflows by modeling historical usage, capacity trends, and infrastructure demands. • Develop alerting for anomalies in billing, tagging, utilization, and capacity data. • Ensure data reliability through testing, documentation, version control, and clear ownership across the analytics stack.
Benefits
• Competitive compensation. We aim to provide 90th percentile (or better) salaries and equity grants for every team member commensurate with their experience. • Upload your resume here to autofill key application fields. • Drop your resume here! • Parsing your resume. Autofilling key fields... • or drag and drop here • Decline to self-identify • Hispanic or Latino - A person of Cuban, Mexican, Puerto Rican, South or Central American, or other Spanish culture or origin regardless of race. • Hispanic or Latino • White (Not Hispanic or Latino) - A person having origins in any of the original peoples of Europe, the Middle East, or North Africa. • White • Black or African American (Not Hispanic or Latino) - A person having origins in any of the black racial groups of Africa. • Black or African American • Native Hawaiian or Other Pacific Islander (Not Hispanic or Latino) - A person having origins in any of the peoples of Hawaii, Guam, Samoa, or other Pacific Islands. • Native Hawaiian or Other Pacific Islander • Asian (Not Hispanic or Latino) - A person having origins in any of the original peoples of the Far East, Southeast Asia, or the Indian Subcontinent, including, for example, Cambodia, China, India, Japan, Korea, Malaysia, Pakistan, the Philippine Islands, Thailand, and Vietnam. • Asian • American Indian or Alaska Native (Not Hispanic or Latino) - A person having origins in any of the original peoples of North and South America (including Central America), and who maintain tribal affiliation or community attachment. • American Indian or Alaska Native • Two or More Races (Not Hispanic or Latino) - All persons who identify with more than one of the above five races. • Two or More Races • Hispanic or Latino • White (Not Hispanic or Latino) • Black or African American (Not Hispanic or Latino) • Native Hawaiian or Other Pacific Islander (Not Hispanic or Latino) • Asian (Not Hispanic or Latino) • American Indian or Alaska Native (Not Hispanic or Latino) • Two or More Races (Not Hispanic or Latino) • I identify as one or more of the classifications of protected veteran listed above • I am not a protected veteran
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