ML Engineer — LLM Privacy

Dynamo AI is looking for an ML Engineer to work on LLM privacy, focusing on data leakage attacks, PII detection, and membership inference. The role involves collaborating with the engineering team to deliver real-world applications and generating synthetic training data. The ideal candidate has deep domain knowledge in privacy-preserving ML and experience implementing LLM models.

• Own an ML privacy vertical e.g. data leakage attacks, sensitive PII detection, and/or membership inference attacks.
• Collaborate with our engineering team to deliver real-world applications of your algorithms for our customers.
• Generate high quality synthetic training data, train LLMs, and conduct rigorous evaluation and benchmarking.

• Deep domain knowledge in privacy-preserving ML.
• Practical experience in techniques to attack or defend ML models in terms of privacy.
• Extensive experience in implementing multiple different types of LLM models and architectures in the real world.
• Comfortability with leading end-to-end projects.
• Adaptability and flexibility.

• Previous projects or research in LLM privacy.