ML Scientist - Adversarial Robustness - AI Trainer
Mercor, Inc.
San Diego, CA, United States
1 day ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Compensation
$208,000.0 - $249,600.0
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Machine Learning
Language Modeling
Tensorflow
Pytorch
Model Validation
Data Augmentation
Job description
- Train image classifiers and generative image models from scratch. Fine-tune open-weight language models.
- Optimize models with limited data, compute, and model-size budgets.
- Enhance model robustness to adversarial inputs and conversations.
- Compress models to meet size and latency constraints without losing accuracy.
- Diagnose and resolve training issues effectively., PS: Our team reviews applications daily. Please complete your AI interview and application steps to be considered for this opportunity.
Requirements
Must-Have
- 3+ years of machine learning research experience (PhD research counts).
- Strong experience with PyTorch, JAX, TensorFlow, or similar ML frameworks.
- Degree from a top-100 university, experience at a FAANG or comparable AI company, or equivalent research track record through publications or impactful open-source contributions.
Preferred
- Experience in scaling laws and training-efficiency research.
- Knowledge of curriculum learning and data ordering.
- Skills in model evaluation, uncertainty estimation, and model calibration.
- Expertise in data augmentation and synthetic data for robustness.
About the company
Mercor connects elite creative and technical talent with leading AI research labs. Headquartered in San Francisco, our investors include Benchmark, General Catalyst, Peter Thiel, Adam D’Angelo, Larry Summers, and Jack Dorsey.
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Prepare application
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