Program Manager, Data Operations

About the role

We're looking for a Program Manager, Data Operations to scale the data ecosystem behind frontier AI models-powering next-generation Reinforcement Learning (RL) environments, agentic tasks, and datasets that directly shape how advanced models learn, reason, and act in the world. This role owns the execution of Expert-driven data programs, combining program management with hands-on workflow design, quality definition, and delivery of RL-ready datasets.

Responsibilities

• Scope and execute Expert-driven data programs, from task design to delivery
• Onboard and support domain experts to produce consistent outputs with speed
• Design pipelines that transform Expert input into reviewed, structured, RL data
• Define quality benchmarks, throughput targets, and dataset acceptance criteria
• Translate model needs into scalable data workflows with Research Engineering
• Operationalize learning-driven project experiences for Experts during delivery
• Build tools/systems to standardize and automate workflows to scale operations
• Track execution, unblock operations issues, and keep projects ahead of schedule
• Monitor and optimize throughput, quality, and cost across Data Ops projects
• Measure program success using quality, consistency, and delivery metrics

Requirements

• Comfortable balancing hands-on workflow design with program coordination
• Strong program/project management in data, ML, or ops-heavy environments
• Ability to turn ambiguous research needs into clear guidelines and datasets
• Experience working with domain experts and distributed contributors
• Familiarity with ML/RL data pipelines, evaluation, and agent workflows
• Detail-oriented with high standards for data quality and consistency
• Systems thinker who can scale processes by orders of magnitude
• Clear communicator across technical and non-technical stakeholders
• Bias for ownership, speed, and continuous excellence
• Logistics
• Location: Mountain View, CA and Bangalore, India (Hybrid).
• Compensation: Competitive salary and equity based on experience.
• Benefits: Health coverage, flexible work arrangements, and the opportunity to help define a new product category in AI infrastructure
• We encourage you to apply even if you don't meet every qualification. We value diverse perspectives and are happy to discuss how your unique background could be a great fit for this role.

Benefits

Additional Information

About Bespoke Labs Bespoke Labs is an applied AI research lab pioneering data and RL environment curation for training and evaluating agents. Recently, we curated Open Thoughts , one of the best open reasoning datasets used by multiple frontier labs, trained SOTA specialized models such as Bespoke-MiniChart-7B and Bespoke-MiniCheck , and taught agents to do multi-turn tool-calling with reinforcement learning. Bespoke is uniquely positioned to capture a large market share of data and RL environment curation.

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