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UnitedHealthcare is leveraging AI, real-time data and a modern platform to modernize clinical programs - starting with Utilization Management. The Medical Director, Clinical AI Innovation and Performance is a senior physician leader responsible for the clinical AI model training, testing and surveillance. Work will initially focus on utilization management (UM) clinical criteria-leveraging InterQual, UHC custom specialty content and other evidence-based criteria. The MD will establish efficient and consistent annotation, training and testing models to ensure medical policies are accurately interpreted, evidence based, consistently applied, and operationally effective,
This role serves as the clinical authority for guideline interpretation, clarification, and enhancement, ensuring that approved medical policy and supporting evidence are translated into UM clinical criteria that enable appropriate coverage decisions, support safe and effective care, and scale across enterprise operations. The initial focus will be on Prior Authorization and will expand to include Inpatient Level of Care. Clinical Care Management and Comprehensive Medication Management.
The clinical annotation, training and testing team will report to this physician. The MD will be the primary clinical relationship to Foundation model clinical teams (Antrhopic, OpenAI, Gemini). The CMO will work closely with the CMO Medical Policy, the CMO Value Creation, the CMO of Medical Management and the MD, Data Science. MD will also be a key member of the UCS clinical and AI leadership team, collaborating on clinical program design, data models, AI use and modernization.
You'll enjoy the flexibility to work remotely * from anywhere within the U.S. as you take on some tough challenges.
Primary Responsibilities:
InterQual Expertise, Interpretation & Guideline Enhancement
Maintain deep expertise in InterQual criteria, evidence framework, and decision logic
Ensure consistent, accurate interpretation of InterQual criteria across:
Services, settings, and levels of care
Reviewer types and UM workflows
Lead guideline clarification, customization, and enhancement where needed to:
Improve clinical clarity and consistency
Address operational ambiguity or recurring edge cases
Enhance the ability to ensure care is safe and effective
Develop and approve evidence based enhancements or supplemental criteria that add clinical clarity while remaining aligned with approved medical policy
Work closely with leaders in Medical Policy and evidence teams to ensure:
Alignment with policy intent
Clear translation of policy into UM ready clinical criteria
Evidence Based UM Clinical Criteria
Ensure UM clinical criteria are:
Explicitly grounded in clinical evidence and accepted guidelines
Structured for consistent application at scale
Clear and actionable for nurses, physician reviewers, and AI enabled workflows
Apply senior clinical judgment in situations where:
Evidence is evolving or limited
Criteria require interpretation to ensure appropriate coverage decisions
Promote consistent clinical standards across UM operations while recognizing the need for appropriate clinical flexibility
UM Operations & Coverage Interpretation Leadership
Ensure UM criteria function effectively in production environments:
Supporting timely and appropriate coverage decisions
Reducing unwarranted variation across reviewers
Aligning clinical interpretation with operational reality
Partner closely with UM Operations and Nursing leadership to:
Identify areas of confusion or friction in criteria application
Address recurring themes from operational feedback
Improve reviewer confidence and consistency
Clinical Annotation & LLM Training for UM
Lead teams responsible for clinical annotation and analysis supporting LLM based UM decision support
Oversee the clinical review process that ensures:
Accurate interpretation of UM criteria by LLMs
Reliable assessment of whether clinical documentation meets criteria
Provide clinical oversight and judgment where:
Annotator disagreement exists
Criteria vary in complexity or trainability
Additional training data or clarification is required
Ensure annotation and training processes support clinically accurate, reliable model performance
AI Lifecycle Participation & Governance (UCS Led)
Serve as a senior physician leader within UCS led AI governance, under the authority of the UHC CMO
Participate in reviews across AI lifecycle phases:
Training and validation
Shadow mode
AI assist (clinical in the loop)
Production deployment
Contribute clinical judgment to evaluations of:
Precision and recall
Clinical accuracy and safety
Readiness for use in automated approvals
Identify areas where additional training, refinement, or safeguards are required
Cross Functional Clinical Leadership & Continuous Improvement
Directly manage:
Clinical annotators
Clinical or UM analysts supporting AI enablement and criteria oversight
Work closely with:
Medical Policy leadership
CARES team conducting rigorous UM case review and quality evaluation
UM Operations and Appeals
Product, ECS, and AI / data science teams
Ensure insights from production, appeals, audits, and quality reviews inform:
Guideline clarification and enhancement
Reviewer guidance
Ongoing improvement of AI model performance and safety
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:
Preferred Qualifications:
Leadership Profile (Senior Leadership Team Level)
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 $386,500 - $579,500 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.
| Location | Boston, MA (Remote) |
| Industry | Healthcare Services |
| Salary | $386,500–$579,500 Per Year |
| Company Size | 10,000 employees or more |
| Year Founded | 1977 |
| Website | http://careers.unitedhealthgroup.com/ |
UnitedHealth Group is a health care and well-being company that’s dedicated to improving the health outcomes of millions worldwide. We are comprised of two distinct and complementary businesses, UnitedHealthcare and Optum, working to build a better health system for all. Here, your contributions matter as they will help transform health care for years to come. Make an impact with a diverse team that shares your passion for helping others.
What we do
Gain insights on how we work to help people live healthier lives and help make the health system work better for everyone by watching this video.
https://www.youtube.com/watch?v=5PbNyi2IDkY
Caring. Connecting. Growing together.
Being a part of UnitedHealth Group means working to improve health outcomes for everyone, including yourself. Here is how:
• Caring. Your total health and well-being are important to us. Whatever matters most to you — we have resources to help you be your best at work and at home. The benefits range from free Peloton courses to financial counseling. Learn more about what we offer.
• Connecting. We recognize our collective power to make an impact across our communities because we believe the health of any society is measured by the overall health of its people. Learn more about our culture.
• Growing together. UnitedHealth Group is full of inspiring career stories, and we offer a lifetime of opportunities. Discover all the ways you can learn, grow and develop.


