LLM Research Scientist (Pre-training, Computer Vision & Adversarial Robustness)
M
MercorAI research
Source API remote eligibility restrictions: GermanyContractMiddle
Salary100 - 120 USD per hour
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Job Details
- Experience
- 3+ years of machine learning research experience (PhD research counts).
- Required Skills
- PyTorchTensorflowComputer Vision
Requirements
- Have 3+ years of machine learning research experience; PhD research counts.
- Have strong experience with PyTorch, JAX, TensorFlow, or similar ML frameworks.
- Have a degree from a top-100 university, experience at a FAANG or comparable AI company, or an equivalent research track record through publications or impactful open-source contributions.
- Experience with adversarial robustness and efficient computer vision is preferred.
- Knowledge of generative image modeling and LLM post-training and behavioral robustness is preferred.
- Experience in multilingual pre-training, scaling laws, or curriculum learning is preferred.
Responsibilities
- Train image classifiers and generative image models from scratch.
- Fine-tune open-weight language models.
- Optimize models for limited data, compute, and model-size budgets.
- Enhance model robustness against adversarial inputs and conversations.
- Compress models to meet size and latency constraints without losing accuracy.
- Diagnose and resolve training issues to improve model performance.
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