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DepthFirst

Autonomous agents audit code for vulnerabilities

Research Engineer

AI ResearchConfirmed live in the last 24 hours
Full-timeSan Francisco, CA, USA

About the Job

Requirements

  • At least 3 years of full-time experience in AI research engineering in machine learning, deep learning, and/or natural language processing.
  • Experience developing machine learning models at scale from inception to business impact.
  • Programming experience in Python and hands-on experience with frameworks such as PyTorch.
  • A bachelor's degree in Computer Science or Software Engineering, or equivalent industry experience.
  • Ability to solve complex problems with simple solutions and build reliable, scalable products while making appropriate trade-offs.

Responsibilities

  • Build AI agent pipelines optimized for discovering intricate software vulnerabilities and generating exploits.
  • Design, maintain, and evolve evaluation benchmarks for AI agents that reflect users’ problems.
  • Design and develop training procedures and reinforcement learning environments to train security coding agents.

Desired Qualifications

  • Experience with reinforcement learning.

About the Company

DepthFirst

Autonomous agents audit code for vulnerabilities

DepthFirst builds autonomous agents that understand a company’s code, business logic, and infrastructure end-to-end to surface security weaknesses and propose fixes that are ready to merge. The platform, called General Security Intelligence, uses AI agents to analyze an organization’s codebase and systems, identify vulnerabilities, and suggest actionable patches that can be integrated into the codebase. It stands out from traditional static analysis by delivering more true-positive findings (about 8x higher) and far fewer false positives (roughly 85% fewer), and it shows strong performance on CyberGym benchmarks. Early customers include AngelList, Supabase, Moveworks, Persona, and Lovable. The company aims to speed up secure software development by automatically finding problems and providing ready-to-implement fixes, and it is expanding research, go-to-market efforts, and hiring after a $40 million Series A round in January 2026.

Company size
51-200
Company stage
Series B
Total funding
$140.8M
Headquarters
San Francisco, CA
Founded
2024

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