Senior Research Engineer/Scientist

Added
2 hours ago
Type
Full time
Salary
Salary not provided

Related skills

python llm deepspeed ppo dpo

📋 Description

  • Lead end-to-end AI/ML research for enterprise LLMs across data curation, pretraining, fine-tuning
  • Build scalable training/evaluation methods and pipelines for reproducibility and measurable
  • Collaborate with researchers, engineers, and product managers to deliver high-impact work.
  • Own projects from design to delivery, translating requirements into results.

🎯 Requirements

  • Post-training LLM expertise, including supervised fine-tuning and distillation.
  • RL for LLMs experience (PPO, GRPO, DPO, reward modeling).
  • Distributed/large-scale training with FSDP, DeepSpeed, Megatron; various parallelism strategies.
  • Synthetic data generation and large-scale data curation including deduplication and filtering.
  • Experience with transformer architectures (decoder-only, encoder-decoder, MoE).
  • Advanced Python, strong OOP and design-pattern skills; rapid prototyping.
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