AI/ML Engineering Leader

4 weeks ago


Noida, Uttar Pradesh, India UnitedHealth Group Full time

At UnitedHealth Group, we're committed to helping people live healthier lives and making the health system work better for everyone. As the Principal AI/ML Engineer, you'll play a critical role in enabling Generative AI-based solutions on our United AI Studio platform. Your expertise will help establish guidance on how to use and implement Generative AI in compliance with enterprise standards.

Key Responsibilities:

  • Develop and execute the vision for Generative AI services enablement and solution delivery on United AI Studio.
  • Stay up-to-date with the latest Generative AI technologies and literature, recommending solutions to improve business goals.
  • Create and manage best practices for the use of Generative AI, ensuring secure, consistent, and efficient use of resources across the UHG enterprise.
  • Evangelize the benefits of Generative AI through proofs-of-concept and demos to drive adoption across the UHG enterprise.
  • Mentor AI/ML teams in understanding ML literature and ensuring the delivery of AI/ML projects.
  • Collaborate with cross-functional teams to determine the applicability of AI to business problems.
  • Closely collaborate with the Responsible Use of AI (RUAI) team to ensure delivered solutions are compliant with company policies and standards.

Requirements:

  • Bachelor's degree in computer science, math, statistics, or a related STEM field with equivalent experience.
  • 10+ years of experience in a technical engineering role, including 5+ years focused on AI/ML solutions delivery.
  • Demonstrated experience leading and implementing AI/ML projects from ideation to delivery and evaluation.
  • Working knowledge of software development tools and practices, including DevOps and CI/CD tools.
  • Demonstrable proficiency in cloud platforms and services, including Azure, AWS, and GCP.
  • Demonstrable proficiency in Gen AI solution pipeline engineering, RAG, and evaluations.
  • Demonstrable proficiency in large language modeling and transformer architectures, including BERT and GPT.
  • Demonstrable proficiency in AI/ML engineering systems with Python.
  • Demonstrable proficiency in AI/ML frameworks and tools, including MLFlow, TensorFlow, PyTorch, and JAX.

Preferred Qualifications:

  • Master's degree in computer science, mathematics, statistics, or a related STEM discipline.
  • Experience in healthcare (AI).
  • Experience working with cross-functional and distributed teams in a global and diverse environment.
  • Experience in mentoring and coaching AI/ML talent.
  • Experience in establishing AI/ML best practices, standards, and ethics.
  • A proven track record of delivering high-impact AI/ML solutions for real-world problems and use cases.
  • A portfolio of AI/ML publications, patents, or awards.


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