Research Engineer - AI Security & RL Systems

General Analysis; San Francisco (CA); On-site; USD 120,000 - 150,000; Full time

Job summary

General Analysis, based in San Francisco, is seeking a Research Engineer to lead efforts in post-training models and adversarial simulations. This role requires expertise in reinforcement learning and a solid understanding of the entire training pipeline.

The ideal candidate will be innovative and results-oriented, eager to engage with real-world AI security challenges while collaborating with a talented team.

Qualifications

• Comfortable with PyTorch, reinforcement learning techniques, and related infrastructure.
• Experience in advancing machine learning research and eager to learn.
• Publications in top-tier conferences like NeurIPS or ICML.

Responsibilities

• Responsible for post-training models for adversarial capabilities using RL.
• Work on the entire training pipeline from data generation to evaluations.
• Tackle engineering challenges in distributed systems and innovate methods.

Skills

PyTorch

Reinforcement Learning

Machine Learning Research

Technical Acumen

Tools

Tinker

verl

Job description

General Analysis, based in San Francisco, is seeking a Research Engineer to lead efforts in post-training models and adversarial simulations. This role requires expertise in reinforcement learning and a solid understanding of the entire training pipeline.

The ideal candidate will be innovative and results-oriented, eager to engage with real-world AI security challenges while collaborating with a talented team.