Capacity Operations Manager

US Health Partners, LLC; San Francisco (CA); Hybrid; USD 150,000 - 230,000; Full time

Benefits offered by this job

Competitive compensation

US medical/dental/vision coverage for:

Flexible PTO including Winter Break

Paid parental leave

Fertility and family-building stipend

401(k) company match (US)

Exposure to ML startups

Job summary

Baseten is seeking an hands-on Operations Manager to own the operational and analytical supply side of our GPU fleet. You will manage lifecycle, health, observability, utilization, and remediation across neocloud and bare metal environments to maximize GPU availability.

This role emphasizes process, metrics, reporting, vendor coordination, and cross-functional alignment rather than people management. You will drive execution with clarity and ownership, ensuring capacity gaps are closed.

Qualifications

• 5–10+ years in infrastructure managing compute lifecycle to maximize functional compute.
• Direct experience managing GPU, server, or data center supplier relationships.
• Highly analytical; comfortable pulling data, building reports, and generating insights.
• Comfortable with ambiguity and solving undefined problems.
• Strong cross-functional collaboration with finance, infrastructure/engineering, legal, and security.

Responsibilities

• Drive suppliers to keep the maximum amount of the GPU fleet online and healthy.
• Maintain live reconciliation of contracted vs. provisioned vs. healthy vs. utilized capacity, broken out by supplier and by cluster.
• Own replacement SLAs, MTTR, and RMA cycle times for every in-scope supplier.
• Track SLA performance, file/ pursue credit claims, and drive remediation plans when needed.
• Coordinate internal communications to keep Baseten stakeholders informed of maintenance affecting availability.

Skills

GPU fleet management

Supplier management

Data analysis & reporting

Cross-functional collaboration

Infrastructure / compute lifecycle

SQL

Tools

SQL

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 $1.5B Series F, led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to ship AI products.

THE ROLE

We're looking for a hands-on Operations Manager to own the operational and analytical supply side of our GPU fleet. Key focus areas: GPU fleet lifecycle, health, observability, utilization monitoring, and remediation across our neocloud and bare metal environments.

We contract for a fixed amount of compute capacity. GPUs drift from healthy to unhealthy over time, and this role minimizes that downtime to keep the maximum number of GPUs healthy at any given moment.

This is an operator role, not people management. You'll drive execution through clear processes, metrics, reporting, vendor coordination, and cross-functional alignment.

RESPONSIBILITIES

• Drive suppliers to keep the maximum amount of the GPU fleet online and healthy.
• Maintain a live reconciliation of contracted vs. provisioned vs. healthy vs. utilized capacity, broken out by supplier and by cluster maximizing the number of healthy GPUs.
• Supplier-attributed fleet health accountability: own replacement SLAs, mean time to repair (MTTR), and RMA cycle times for every in-scope supplier.
• SLA monitoring, credit claims, and remedy enforcement: track SLA performance against contract terms, file and pursue credit claims, and drive remediation plans when suppliers fall short.
• Drive internal communications where suppliers need to perform maintenance to ensure all Baseten stakeholders are aware of activities that impact availability.

Scope and Approach

• Flexibility: this list covers the core of the role, not the limit of it. You'll be asked to take on adjacent work as the function evolves and as new gaps surface.
• Ownership mindset: we need someone who treats "whatever it takes" as a genuine operating principle, not a line in a job posting. If something falls outside a defined lane but inside the overall goal of closing the capacity gap, it's yours to pick up.

REQUIREMENTS

• 5 to 10+ years within infrastructure working within the compute lifecycle to maximize functional compute, ideally in a hyperscale, cloud, or large-scale compute environment.
• Direct experience managing GPU, server, or data center hardware supplier relationships. You understand fleet health, RMA processes, and how contracted capacity differs from delivered capacity.
• Highly analytical. You should be comfortable pulling your own data, building your own reports, and generating insights without waiting on someone else to hand you a dashboard.
• Comfortable with ambiguity. Part of the job is figuring out what should exist and building it.
• Strong cross-functional collaboration skills. You'll work closely with finance, infrastructure/engineering, legal, and security on a regular basis.

NICE TO HAVE

• Experience at a hyperscaler, neo cloud provider, or AI infrastructure company
• Familiarity with GPU hardware lifecycles (NVIDIA H100/H200/GB200 class systems), power/thermal constraints, and supply chain dynamics for compute.
• Experience running formal supplier corrective actions.

BENEFITS

• Competitive compensation, including meaningful equity
• (U.S. only) 100% coverage of medical, dental, and vision insurance for employee and dependents
• Flexible PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)
• Paid parental leave
• Fertility and family-building stipend through Carrot
• (U.S. only) Company-facilitated 401(k)
• Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities.

At Baseten, we are committed to fostering a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.

We are an Equal Opportunity Employer and will consider qualified applicants with criminal histories in a manner consistent with applicable law (by example, the requirements of the San Francisco Fair Chance Ordinance, where applicable).