Demo

Senior Machine Learning Engineer

Alldus
Fremont, CA Full Time
POSTED ON 1/26/2025
AVAILABLE BEFORE 4/22/2025

Join our cutting-edge startup as we revolutionize healthcare through AI-driven solutions for transitions of care and patient journey optimization. We're seeking a talented Machine Learning Engineer to lead the development of innovative LLM-based agentic system that will transform the healthcare landscape.

Key Responsibilities :

  • Design and implement end-to-end machine learning pipelines for healthcare applications
  • Fine-tune open-source Large Language Models (LLMs) for specific healthcare use cases
  • Develop and optimize conversational AI agents to enhance patient interactions
  • Create and maintain agentic workflows from conception to deployment
  • Collaborate with cross-functional teams to integrate ML solutions into our product ecosystem
  • Stay current with the latest advancements in AI and machine learning, particularly in healthcare applications

Requirements :

  • Bachelor's or Master's degree in Computer Science, AI, or a related field
  • 3 years of hands-on experience developing ML products and pipelines
  • Proficiency in Python and relevant ML frameworks (e.g., TensorFlow, PyTorch)
  • Experience with NLP techniques and working with LLMs
  • Strong understanding of machine learning algorithms and their applications in healthcare
  • Familiarity with cloud platforms (AWS, GCP, or Azure) for ML deployment
  • Preferred Qualifications :

  • Experience in healthcare technology or familiarity with healthcare data
  • Knowledge of HIPAA compliance and healthcare data security
  • Background in developing conversational AI or chatbot systems
  • Experience with MLOps and CI / CD pipelines for ML projects
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