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Sr Principal Data Scientist - Remote - Remote Eligible

Develop testing and monitoring protocols for responsible AI deployment in healthcare
Remote
Expert
$132,200 – 226,600 USD / year
10 hours agoBe an early applicant
Optum

Optum

A health services and innovation company offering healthcare solutions to improve the efficiency of the healthcare system.

Responsible Ai Program Data Scientist

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health equity on a global scale. Join us to start Caring. Connecting. Growing together.

This role is part of UnitedHealth Group's Responsible AI Program, sitting within the program's data science center of excellence. This position combines data science with healthcare innovation, AI ethics, and regulatory compliance, providing a unique opportunity to help shape the future of AI applications in healthcare. In this role, you will collaborate with cross-functional teams to refine AI methodologies, develop and validate robust testing protocols to identify potential model failures. A successful candidate will interact with diverse teams using a wide variety of AI methods and validate test plans and results. They will design and oversee testing and monitoring plans for novel use cases across a wide spectrum of types of AI and healthcare applications. The role will participate in UHG's external industry groups involved with AI policy. The role requires ability to write clear documentation on use-case specific testing requirements. You will also engage with stakeholders to advocate for and drive the adoption of responsible AI practices, providing a unique opportunity to shape the future of ethical AI applications in healthcare.

You'll enjoy the flexibility to work remotely* from anywhere within the U.S. as you take on some tough challenges.

Primary Responsibilities:

  • Design and write new guidelines for AI testing and ongoing monitoring
  • Design and document improved testing methodologies, especially for novel use cases
  • Clearly communicate with diverse teams including legal, compliance, and AI development over a wide variety of AI methods including Generative AI and traditional ML
  • Document findings, create reports, and present results to stakeholders
  • Develop job aids and guidance documentation for best practices of responsible AI
  • Help identify vulnerabilities related to PII/PHI exposure in AI interactions
  • Stay abreast of the latest developments in AI/ML research and incorporate relevant findings into work
  • Provide mentorship and guidance to colleagues, fostering a culture of continuous learning and improvement

You'll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.

Required Qualifications:

  • Advanced degree plus eight or more years of experience in computer science, applied mathematics, applied statistics, linguistics or related quantitative fields
  • Proven deep understanding of AI ethics and fairness considerations
  • Proven solid analytical and problem-solving skills
  • Proficiency in the full machine learning lifecycle including development, deployment, and monitoring
  • Extensive experience with advanced natural language processing models and clinical natural language processing, clinical de-identification, and clinical annotation

Preferred Qualifications:

  • Demonstrated familiarity with healthcare systems including claims payment and call centers
  • Ability to translate business needs into technical solutions
  • Experience collaborating with cross-functional teams including product managers and business stakeholders
  • Proven knowledge of large language models, conversational AI, prompt engineering, and adversarial testing
  • History of delivering production systems that include clinical natural language processing, sentiment analysis, text classification, medical/health informatics, clinical de-identification, and clinical annotation
  • Awareness of regulatory frameworks relevant to AI in healthcare

Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). The salary for this role will range from $132,200 to $226,600 annually based on full-time employment. We comply with all minimum wage laws as applicable.

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Sr Principal Data Scientist - Remote - Remote Eligible
Remote
$132,200 – 226,600 USD / year
Remote
About Optum
A health services and innovation company offering healthcare solutions to improve the efficiency of the healthcare system.