Capacity and Infrastructure Lead

BaseTen Inc.

Job Overview

Location

San Francisco

Job Type

Full-time

Full Job Description

📋 Description

• As a Capacity and Infrastructure Analytics Lead at BaseTen Inc., you will build the analytics foundation for tracking infrastructure usage, capacity, and cloud spend across the AI inference platform, enabling data-driven decisions that optimize cost and performance for mission-critical AI workloads.
• You will build and maintain dashboards tracking cloud cost, usage, capacity, and utilization; ingest and model billing and usage data from multiple cloud providers; create canonical data models; partner with Infrastructure Engineering and Finance to define core metrics; support forecasting and planning; develop alerting for anomalies; and ensure data reliability through testing, documentation, and clear ownership.
• You will join a fast-growing AI infrastructure company powering mission-critical inference for dynamic AI companies like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma, and Writer, backed by top-tier investors including BOND, IVP, Spark Capital, Greylock, and Conviction.
• You will develop deep expertise in cloud cost analytics, infrastructure efficiency, and AI infrastructure economics while influencing cross-functional strategy and gaining visibility into how leading AI companies operate at scale.

🎯 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 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
• Experience building dashboards and self-serve analytics in BI tools such as Sigma and Hex

🏖️ Benefits

• Competitive compensation, including meaningful equity
• 100% coverage of medical, dental, and vision insurance for employee and dependents
• Flexible PTO policy including company wide Winter Break (offices closed from Christmas Eve to New Year's Day)
• Paid parental leave
• Fertility and family-building stipend through Carrot
• Company-facilitated 401(k)

Skills & Technologies

Python

AWS

GCP

Apache Spark

DevOps

Senior

Onsite

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BaseTen Inc.

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About BaseTen Inc.

BaseTen provides a serverless, GPU-accelerated platform that lets machine-learning teams deploy, scale and monitor custom models behind autoscaling inference endpoints. The service abstracts infrastructure management, supports PyTorch, TensorFlow and Hugging Face artifacts, and offers built-in observability, A/B testing and fine-tuning. Customers integrate via REST or GraphQL APIs and pay only for compute used. Founded in 2019 and headquartered in San Francisco, BaseTen targets data scientists and product teams seeking production-grade ML serving without Kubernetes complexity.

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