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Legal Engineer (Research)

GC AI

Salary not specified
Nov 11, 2025
San Mateo, CA, US
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GC AI is building an AI platform for in-house lawyers to improve the accuracy and quality of legal information provided by AI agents, leveraging LLMs and company knowledge to offer better and faster legal advice.

Requirements

  • Experience using generative AI for legal work.
  • Experience conducting evaluations of generative AI outputs.
  • Ability to design and interpret evaluation metrics and to abstract legal reasoning and processes into logical and repeatable steps.
  • Technologically curious with an aptitude for learning new tools, software, and skills
  • You’re nerdy about legal tech, especially in areas like prompt engineering and quality assurance.
  • You’ve worked closely with software engineers before.
  • In addition to U.S. expertise you are familiar with the law of other countries.

Responsibilities

  • Design and run rigorous evaluations measuring the quality of our AI-generated outputs in order to ensure they meet the high standards expected by top-tier legal professionals.
  • Review and validate product outputs for accuracy, relevance, comprehensiveness, helpfulness, etc.
  • Translate nuanced, real-world legal expectations into concrete, testable prompts and evaluation criteria.
  • Draft and iterate on system prompts for our various AI systems.
  • Assess foundational model performance and suitability for different legal tasks.
  • Build and annotate complex legal datasets and document collections.
  • Act as the bridge between technical teams and legal domain expertise, translating complex legal concepts into clear product requirements and vice versa.

Other

  • Law degree.
  • License to practice law in a U.S. jurisdiction.
  • 3+ years of legal experience, ideally gained in an in-house environment in a product, regulatory, or litigation counsel role.
  • Deep familiarity with U.S. legal research and regulatory law.
  • Strong quantitative and analytical skills.