Suggested rewrite: Led a cross-functional initiative that improved [business outcome] by [measurable result], demonstrating experience relevant to this role...
Business Analyst, Clinical & Reimbursement Policy
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- Remote from
- USA
- Salary
- USD 107k–130k / yr
- Department
- Healthcare & Medical
- Employment
- Full Time
- Experience
- Senior
- Published
- Apply before
- 26 Nov 2026
- Listing views
- 47
- Application actions
- 2
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The role, at a glance.
Clover Health is seeking a senior business analyst to own the lifecycle of clinical and reimbursement policies for a Medicare Advantage plan. The role translates CMS requirements, including NCDs and LCDs, into claims-adjudication logic and coordinates implementation with configuration and data science teams. It also oversees vendors, evaluates performance through data, and develops AI-enabled monitoring and regulatory research workflows. Success depends on deep Medicare reimbursement expertise, strong cross-functional influence, and the ability to operationalize policy changes accurately in enterprise claims systems.
Role DNA
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Pace & Pressure
4/5Autonomy Level
5/5Communication Load
5/5Salary analysis
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Core skills
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Sample interview questions
I would first identify the applicable beneficiary, diagnosis, procedure, provider, documentation, and frequency criteria in the CMS guidance. I would convert those requirements into traceable business rules, validate them with clinical, compliance, coding, and configuration stakeholders, and then support testing against representative claims scenarios before release. After deployment, I would monitor denials, overrides, and exceptions to confirm the rule performs as intended.
I approach NCDs and LCDs by separating mandatory coverage criteria from supporting clinical context and identifying where local contractor requirements create operational differences. I document the interpretation, map relevant codes and effective dates, and maintain an audit trail linking the internal policy and system configuration to the original regulatory source.
I would use timeliness of regulatory-change detection, accuracy and completeness of identified updates, false-positive and false-negative rates, turnaround time, implementation-ready recommendation quality, and adherence to service-level commitments. I would review these metrics regularly with the vendor and use root-cause analysis and corrective action plans for material gaps.
I would use LLMs to accelerate document review, summarize changes, identify potentially relevant policy updates, and organize research questions. However, I would require human SME validation against authoritative CMS and payer sources, preserve citations and version history, and avoid allowing model output to directly change policy or claims configuration without formal review and testing.
I establish a shared source of truth that explains the regulatory change, operational risk, decision owner, required system changes, and effective date. I facilitate focused working sessions to resolve interpretation issues, define acceptance criteria and testing responsibilities, and communicate a clear implementation plan with escalation paths for unresolved compliance risks.
About this role.
At Clover Health, we’re focused on improving the health of our members by leveraging technology and data-driven insights to provide personalized, high-quality care. As a Medicare Advantage plan, we aim to empower our members by helping them navigate the complexities of healthcare and live healthier lives. We are passionate about making healthcare easier, more affordable, and more accessible for everyone.
We are looking for an AI-forward Business Analyst, Clinical & Reimbursement Policy to serve as the strategic bridge between regulatory requirements and automated execution. In this high-impact role, you will be responsible for the end-to-end lifecycle of Clover’s clinical and reimbursement policies, ensuring they are accurately interpreted, regularly updated, and seamlessly integrated into our claims environment.
You will act as a primary Subject Matter Expert (SME), translating complex Medicare guidelines—including National Coverage Determinations (NCDs) and Local Coverage Determinations (LCDs)—into actionable logic. You will also play a critical role in vendor management, partnering with external vendors to enhance policy oversight. Your mission is to accelerate Clover’s transition toward a high-precision payment ecosystem where monitoring and research are highly automated, ensuring clinical and reimbursement policies are seamlessly and accurately operationalized.
As a Business Analyst, Clinical & Reimbursement Policy, you will:
- Policy Lifecycle & Compliance: Own the accountability for the development and maintenance of clinical and reimbursement policies, ensuring perfect alignment with CMS regulations.
- Medicare Regulatory SME: Serve as the authority on Medicare guidelines, specifically interpreting and operationalizing NCDs, LCDs, and general national coding guidelines.
- Strategic Vendor Management: Serve as the primary oversight for external vendor performance regarding policy monitoring and accuracy. Hold partners to world-class standards through data-driven performance reviews and collaborative workflow design.
- AI-Driven Evolution: Lead the implementation of AI initiatives to automate the monitoring of reimbursement policies. Utilize advanced LLMs (such as Claude, Gemini, and ChatGPT) to conduct regular deep research on ongoing industry trends.
- System Integration: Partner with the Configuration and Data Science teams to ensure that clinical and reimbursement policy intent is perfectly synchronized with technical adjudication.
- Cross-Functional Influence: Act as the strategic bridge between Clinical, Claims, and Compliance teams to ensure a unified vision of payment excellence.
Success in this role looks like:
- By the end of your initial 90-day period: You will have established a recurring review framework and a comprehensive project plan for Clover’s clinical and reimbursement policy library to ensure baseline quality and strict adherence to clinical guidelines.
- By 6 months: You will have ensured that all existing clinical and reimbursement policies are current and up to date, reflecting the latest regulatory requirements. You will also have implemented an AI-forward oversight framework that utilizes advanced research tools and early-detection monitoring to enhance accuracy within our adjudication systems. You will be actively leveraging AI tools like Claude, Gemini, and ChatGPT to perform deep-dive research on industry trends and regulatory updates.
- Continued success: You will lead the evolution of Clover’s policy management into a proactive strategic powerhouse. By championing automated monitoring and data-driven research, you will ensure Clover’s payment ecosystem achieves market-leading precision and technological sophistication.
You should get in touch if:
- You have 5+ years of experience in healthcare claims, configuration, or reimbursement policy, with a heavy emphasis on Medicare Advantage.
- You are extremely AI-forward and are passionate about how emerging technologies and LLMs (Claude, Gemini, ChatGPT, etc.) can be applied to drive operational precision in research and monitoring.
- You are a Medicare expert with a proven track record of interpreting and operationalizing complex clinical policies, NCDs, and LCDs.
- You have experience managing vendor relationships at a strategic level, ensuring external partners meet rigorous performance standards.
- Preferred qualifications include coding certifications such as CPC, CCS, COC, or CIC.
- You are a data-focused professional who builds strategy based on dashboards and trend analysis.
- You are familiar with enterprise claims engines and understand how these systems interact to drive adjudication accuracy.
Benefits Overview:
- Financial Well-Being: Our commitment to attracting and retaining top talent begins with a competitive base salary and equity opportunities. Additionally, we offer a performance-based bonus program, 401k matching, and regular compensation reviews to recognize and reward exceptional contributions.
- Physical Well-Being: We prioritize the health and well-being of our employees and their families by providing comprehensive medical, dental, and vision coverage. Your health matters to us, and we invest in ensuring you have access to quality healthcare.
- Mental Well-Being: We understand the importance of mental health in fostering productivity and maintaining work-life balance. To support this, we offer initiatives such as No-Meeting Fridays, monthly company holidays, access to mental health resources, and a generous flexible time-off policy. Additionally, we embrace a remote-first culture that supports collaboration and flexibility, allowing our team members to thrive from any location.
- Professional Development: Developing internal talent is a priority for Clover. We offer learning programs, mentorship, professional development funding, and regular performance feedback and reviews.
Additional Perks:
- Employee Stock Purchase Plan (ESPP) offering discounted equity opportunities
- Reimbursement for office setup expenses
- Monthly cell phone & internet stipend
- Remote-first culture, enabling collaboration with global teams
- Paid parental leave for all new parents
- And much more!
About Clover: We are reinventing health insurance by combining the power of data with human empathy to keep our members healthier. We believe the healthcare system is broken, so we’ve created custom software and analytics to empower our clinical staff to intervene and provide personalized care to the people who need it most.
We always put our members first, and our success as a team is measured by the quality of life of the people we serve. Those who work at Clover are passionate and mission-driven individuals with diverse areas of expertise, working together to solve the most complicated problem in the world: healthcare.
From Clover’s inception, Diversity & Inclusion have always been key to our success. We are an Equal Opportunity Employer and our employees are people with different strengths, experiences, perspectives, opinions, and backgrounds, who share a passion for improving people’s lives. Diversity not only includes race and gender identity, but also age, disability status, veteran status, sexual orientation, religion and many other parts of one’s identity. All of our employee’s points of view are key to our success, and inclusion is everyone’s responsibility.
#LI-REMOTE
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records. We are an E-Verify company.
Final pay is based on several factors including but not limited to internal equity, market data, and the applicant’s education, work experience, certifications, etc.
A reasonable estimate of the base salary range for this role is:
$107,000—$130,000 USD
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