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Principal ML Engineer

Natera

Salary not specified
Aug 28, 2025
Remote, US
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The company is looking to implement advanced AI models across clinical and genomics applications to drive real-world results in precision medicine.

Requirements

  • Proficiency in deep learning frameworks such as PyTorch, TensorFlow, or Keras
  • Experience with integrating LLMs (e.g., OpenAI, LLaMA, DeepSeek, Claude) into downstream clinical workflows
  • Expertise in fine-tuning and optimizing pre-trained models for domain-specific applications
  • Familiarity with agent frameworks (e.g., LangChain, Haystack, ReAct) and retrieval-augmented generation (RAG) techniques
  • Experience with semantic search, hybrid search, and vector databases
  • Strong programming skills in Python; familiarity with libraries such as scikit-learn, pandas, and NumPy
  • Experience with containerization (Docker) and orchestration (Kubernetes)

Responsibilities

  • Model Selection, Tuning and Deployment
  • Agent and Workflow Development
  • Iteration and Evaluation
  • Engineering and Collaboration
  • Security and compliance: Ensure all model pipelines adhere to data governance, privacy, and compliance standards in healthcare and genomics

Other

  • PhD in Computer Science, Computational Biology, Bioinformatics, Statistics, or related field, or equivalent practical experience
  • 8+ years of experience applying machine learning to real-world problems, preferably in healthcare or genomics domains
  • Competitive Benefits - Employee benefits include comprehensive medical, dental, vision, life and disability plans for eligible employees and their dependents
  • 401k benefits, commuter benefits and much more
  • Pregnancy and baby bonding leave