Senior Research Engineer/Scientist

Added
8 days ago
Type
Full time
Salary
Salary not provided

Related skills

python reinforcement learning llm deepspeed fsdp
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📋 Description

  • Confronted with real-world challenges and datasets, you will use your AI/ML expertise and
  • Research, propose, implement, train, and evaluate models and techniques end to end.
  • Build and maintain training pipelines and evaluation harnesses that make results reproducible and
  • Collaborate daily with research scientists, engineers, and product managers to ship high-quality
  • Own your work from design through implementation, testing, and delivery, partnering with product

🎯 Requirements

  • Expertise in LLM post-training, including supervised fine-tuning and distillation.
  • Expertise in reinforcement learning for LLMs, including PPO, GRPO, DPO, and reward modeling.
  • Hands-on experience with training frameworks and distributed/large-scale training, including FSDP
  • Experience with synthetic data generation for training and evaluation.
  • Experience with data curation at scale, including deduplication, filtering, and data-mixture design.
  • Familiarity with a range of transformer architectures, including decoder-only/autoregressive
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