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Sr Principal Data Scientist - Remote
Sr Principal Data Scientist - RemoteUnitedHealth Group • Eden Prairie, MN, United States
Sr Principal Data Scientist - Remote

Sr Principal Data Scientist - Remote

UnitedHealth Group • Eden Prairie, MN, United States
Hace 2 días
Tipo de contrato
  • A tiempo completo
  • Teletrabajo
Descripción del trabajo

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 involve 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. For all hires in the Minneapolis or Washington, D.C. area, you will be required to work in the office a minimum of four days per week.

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 :

Bachelor's degree plus 8+ years of experience in computer science, applied mathematics, applied statistics, 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

  • All employees working remotely will be required to adhere to UnitedHealth Group's Telecommuter Policy.
  • 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). No matter where or when you begin a career with us, you'll find a far-reaching choice of benefits and incentives. 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.

    Application Deadline : This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants.

    At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.

    UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.

    UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.

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