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Scale Logo Scale · IT - Administration

Strategic Projects Lead, Enterprise Evaluations

United States, San Francisco 198000.00 - 247500.00 USD / Year · Job Posted February 20, 2026
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Job Description

Scale’s mission is to develop reliable AI systems for the world's most important decisions. Within the Enterprise BU, we build production-grade GenAI applications for the world’s largest companies. As a Strategic Projects Lead (SPL) for Enterprise Evaluations, you will oversee the evaluations that determine if an application is ready for the real world. You will define 'what good looks like' for complex GenAI apps, curate the data needed to measure performance, and serve as one of the final gatekeepers for production readiness.

Job Responsibility

  • Partner with enterprise stakeholders and Scale project teams to translate business goals into concrete evaluation strategies
  • Co-design the frameworks, rubrics, and 'golden datasets'
  • Determine the 'what, how, and why' of human-in-the-loop data
  • Own operational scoping & execution
  • Orchestrate the end-to-end evaluation 'engine'
  • Identify and resolve operational challenges and technical blockers proactively
  • Analyze evaluation results to provide the final, data-driven recommendation on whether an application is ready for production
  • Run open source LLM benchmarks and present insights and recommendations on model performance to engineering teams
  • Act as a 'cross-pollinator' for the Enterprise BU

Requirements

  • Strong technical background (ideal to have a degree in computer science and Python knowledge)
  • Ability to do data analytics using SQL or Python
  • 5+ years of professional experience in a high-stakes operational role at a fast-growing tech company, management consulting, or investment banking
  • Strong problem solving capabilities
  • Systemic Thinking
  • Research-Adjacent Interest
  • Full-Stack Ownership

Nice to have

Experience working on operational challenges or as a consultant

What we offer

  • Comprehensive health, dental and vision coverage
  • retirement benefits
  • a learning and development stipend
  • generous PTO
  • additional benefits such as a commuter stipend
  • equity grant
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