Machine Learning Engineer - Large Language Models

Added
2 hours ago
Type
Full time
Salary
Salary not provided

Related skills

pytorch rag transformers vllm peft
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πŸ“‹ Description

  • Fine-tune and optimize LLMs for healthcare/Life sciences (SFT/PEFT/DPO/PPO).
  • Develop and enhance RAG pipelines for AI-powered retrieval.
  • Prepare, clean, and curate high-quality datasets for training/evaluation.
  • Package AI models for production deployment across serving environments.
  • Collaborate with cross-functional teams to deploy DL solutions in healthcare.
  • Stay up-to-date with LLMs and ML infrastructure to improve performance.

🎯 Requirements

  • 5+ years in production-grade software and DL solution development.
  • Degree in CS/Data Science/ML; MS/PhD preferred.
  • Proven experience with LLMs, fine-tuning and optimization.
  • Hands-on with PyTorch and Transformer architectures.
  • Experience with model serving tech: vLLM, TGI, llama.cpp.
  • Knowledge of quantization and performance optimization in constrained environments.

🎁 Benefits

  • Fully remote with international cross-team collaboration.
  • Competitive compensation package.
  • Work on cutting-edge AI and LLM technologies.
  • Continuous learning and development opportunities.
  • Impactful healthcare, life sciences, and open-source AI projects.
  • Inclusive, diverse, fair hiring practices.
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