ML Scientist - Adversarial Robustness

Mercor
San Diego, CA
Job Description
Role Overview

Train image classifiers and generative image models from scratch, fine-tune open-weight language models, and enhance model robustness to adversarial inputs and conversations.

What You Will Do

Optimize models with limited data, compute, and model-size budgets, compress models to meet size and latency constraints without losing accuracy, and diagnose and resolve training issues effectively.

Why It Might Be a Fit

Must have 3+ years of machine learning research experience, strong experience with PyTorch, JAX, TensorFlow, or similar ML frameworks, and a degree from a top-100 university or equivalent research track record through publications or impactful open-source contributions.

Requirements

  • 3+ years of machine learning research experience
  • Strong experience with PyTorch, JAX, TensorFlow, or similar ML frameworks
  • Degree from a top-100 university or equivalent research track record through publications or impactful open-source contributions
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