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Research Engineer - AI Vulnerability Detection at DepthFirst | San Francisco

DepthFirst AISan Francisco
On-site Full-time

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Experience Level

Experience

Qualifications

Qualifications:Minimum 3 years of full-time experience in AI research engineering, specifically in machine learning, deep learning, or natural language processing. Proven track record in developing machine learning models from initial conception to achieving business impact. Strong programming skills, particularly in languages commonly used for AI and machine learning.

About the job

About DepthFirst AI

At DepthFirst AI, we recognize that software underpins modern civilization, yet its vulnerabilities pose significant risks to integrity and security. Our mission is to enhance software security through innovative solutions.

We are developing cutting-edge intelligence to identify and remediate critical software vulnerabilities, leveraging AI agents to discover zero-day vulnerabilities across extensive customer codebases and popular open-source software.

Our founding team comprises industry leaders from DeepMind, Databricks, Square, and Faire, bringing unparalleled expertise in security and large language models (LLMs). We seek talented technical professionals eager to explore the intersection of AI, security, and infrastructure.

Role Overview:

We are looking for a skilled Research Engineer to contribute to the development and training of AI agents focused on vulnerability discovery and exploitation.

Your work will be pivotal in creating technology capable of detecting vulnerabilities, akin to Log4J, at scale, ensuring the security of customer and open-source codebases.

Ideal candidates will possess a strong engineering intuition, experience in model evaluation and benchmarks, with reinforcement learning experience being an added advantage. Your contributions will be instrumental in shaping a product that aims to revolutionize security practices for companies.

Why You Will Love This Role:

  • Develop Cutting-Edge AI pipelines tailored for the detection and exploitation of complex software vulnerabilities.

  • Design and Maintain evaluation benchmarks that genuinely reflect the challenges faced by our users.

  • Craft effective training methodologies and reinforcement learning environments for security coding agents.

  • Be Part of a Solution to critical security challenges, with feedback from our valued customers revealing the immediate impact of our product.

About DepthFirst AI

DepthFirst AI is a pioneering company dedicated to enhancing software security through innovative AI solutions. Our mission is to empower organizations by detecting and remediating software vulnerabilities, ultimately building a safer digital landscape.

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