Capacity Analytics TPM: Forecasting Tools & Planning

Hardware FYI; San Francisco (CA); Hybrid; USD 180,000 - 230,000; Full time

Job summary

OpenAI is seeking a Technical Program Manager for Capacity Analytics & Tooling in San Francisco. You will own the strategy, roadmap, and delivery of supply and demand planning tools used by product TPMs, capacity TPMs, and compute TPMs, coordinating with Finance, Engineering, and Research.

You will partner with data and engineering teams to build reliable data foundations, improve forecasting, and scale tools across CPU, storage, network, and GPU resources.

Qualifications

• 5+ years leading technical programs or products in data platforms, infrastructure, capacity planning, or related field.
• Experience translating complex operational needs into requirements, priorities, and releases that users adopt.
• Direct experience with capacity planning, including demand forecasting, supply planning, allocations, and resource constraints.
• Proficiency with SQL and Python or similar tools for investigating discrepancies and prototyping analyses.
• Experience working across multiple cloud environments and understanding provider differences.

Responsibilities

• Own the product strategy and roadmap for supply and demand planning tools for capacity analytics.
• Translate user needs into requirements, priorities, and measurable success for delivery.
• Scale the data infrastructure behind capacity planning with engineering on data ingestion, transformation, storage, and delivery.
• Establish shared data models and definitions for supply, demand, allocations, utilization, and cost.
• Advance forecasting and analytical capabilities by connecting product plans to infrastructure demand.
• Define and scale meaningful success metrics for data quality, forecast performance, and tool adoption.
• Lead planning across multiple cloud providers, accounting for differences in resources and constraints.
• Coordinate delivery across data, infrastructure, and planning teams with risk and release management.

Skills

Product management

Data platform experience

Capacity planning

Forecasting

SQL

Python

Cloud experience

Stakeholder communication

Tools

Fivetran

dbt

Spark

Kafka

Job description

OpenAI is seeking a Technical Program Manager for Capacity Analytics & Tooling in San Francisco. You will own the strategy, roadmap, and delivery of supply and demand planning tools used by product TPMs, capacity TPMs, and compute TPMs, coordinating with Finance, Engineering, and Research.

You will partner with data and engineering teams to build reliable data foundations, improve forecasting, and scale tools across CPU, storage, network, and GPU resources.