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Data Analyst, Clinical Data Effectiveness

Role overview

Qualifications

  • 2+ years of hands-on data analytics experience, with direct exposure to healthcare data interoperability
  • Strong hands-on experience with healthcare data standards: HL7, CCDA, and ADT messages
  • Proficiency in SQL and comfort working with large, complex datasets (claims, clinical logs, interoperability data)
  • Strong investigative mindset, i.e., you enjoy digging into the 'why' behind missing data and diverging metrics

Responsibilities

  • Proactively identify and monitor which healthcare facilities consistently generate high-quality, usable clinical documents to precisely locate and quantify data gaps
  • Conduct deep-dive analyses by mapping and correlating facility-specific data across disparate sources to uncover systematic patterns of missingness or incongruence in clinical records
  • Establish and maintain clear, transparent reporting on ADT coverage across key geographic, organizational, and technological dimensions
  • Inform and guide vendor strategy around national initiatives such as TEFCA and QHIN adoption, ensuring Counterpart Health is positioned for compliant, high-quality data exchange

About the company

Clover Health logo

Clover Health

Health Insurance (Payers)

Clover Health (Nasdaq: CLOV) is a physician enablement company focused on seniors who have historically lacked access to affordable, high-quality healthcare We aim to provide great care, in a sustainable way, by having a business model built around improving medical outcomes while lowering avoidable costs. We do this while taking a holistic approach to understanding the health needs and social risk factors of those under our care. This strategy is underpinned by our proprietary software platform, the Clover Assistant, which is designed to aggregate patient data from across the health ecosystem to support clinical decision-making by presenting physicians and other providers with real-time, personalized recommendations at the point of care. Making care more accessible is at the heart of our business, and we believe patients should have the freedom to choose their doctors. We offer affordable Medicare Advantage plans with extensive benefits, provide primary care physicians with the Clover Assistant, and also make comprehensive home-based care available via the Clover Home Care program. With our corporate headquarters in Nashville, Clover’s workforce is distributed around the U.S. and also includes a team of world-class technologists based in Hong Kong. We manage care for Medicare Advantage members in Alabama, Arizona, Georgia, Mississippi, New Jersey, Pennsylvania, South Carolina, Tennessee, and Texas. We are hiring software engineers, data scientists, designers and product folks who can help us understand our members’ wellness and steer them clear of any health risks down the road. If you’re a passionate person and interested in changing healthcare for the better, then Clover Health may just be the place for you.

Company details

Company typeScaleup
IndustryHealth Insurance (Payers)
Company size501 - 1000

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Job description

Counterpart Health is an AI‑powered physician enablement platform that delivers clinical insights to providers at the point of care. Our flagship product, Counterpart Assistant, is embedded into clinicians’ workflows and integrates with EHR systems, helping care teams drive value-based outcomes, close care gaps, and proactively manage chronic disease. As we grow our data ecosystem, expanding across legacy interoperability networks, QHIN/TEFCA connectivity, and direct HIE integrations, we need rigorous analytical ownership to ensure the clinical data powering our platform is complete, reliable, and actionable.

You will serve as the Subject Matter Expert (SME) for clinical data completeness and effectiveness at Counterpart Health. Sitting within the Data Products pillar, this role owns the end-to-end understanding of our clinical data lifecycle: where data comes from, where it breaks down, and how each vendor or integration pathway performs across our customer markets. Your analysis will directly shape vendor strategy, facility targeting, and data pipeline investments, thus ensuring that the clinical evidence our care teams depend on is consistently available and trustworthy.

As a Data Analyst, you will:

  • Proactively identify and monitor which healthcare facilities consistently generate high-quality, usable clinical documents (e.g., EHRs, discharge summaries, procedure notes) to precisely locate and quantify data gaps.
  • Conduct deep-dive analyses by mapping and correlating facility-specific data across disparate sources like structured claims, clinical care summaries (CCDAs), and ADT messages to uncover systematic patterns of missingness, latency,
  • Experience with TEFCA/QHIN frameworks and evolving national interoperability standards.
  • Familiarity with vendor-specific data exchange platforms (e.g., Bamboo Health, HSX, Particle Health, Kno2).
  • Background in value-based care, population health, or clinical data operations.
  • Experience with claims-clinical data reconciliation (e.g., matching EOBs to clinical encounter records).
  • Comfort working with Python or similar tools for data manipulation and automation.
  • or incongruence in clinical records.
  • Establish and maintain clear, transparent reporting on ADT coverage across key geographic, organizational, and technological dimensions (e.g., by county, facility, and underlying EMR system).
  • Based on rigorous analysis of data flow and quality, recommend and guide the implementation of optimal technical configurations for existing data vendors (e.g., Bamboo Health, PCC, Experian, HSX).
  • Conduct comprehensive evaluations and proof-of-concepts for potential new data integration technologies (e.g., Kno2 vs. Particle Health) to assess viability, quality improvements, and strategic fit.
  • Systematically determine the existence and completeness of documentation associated with specific patient visits or encounters.
  • Develop a data-driven framework for prioritizing facility targets for direct data acquisition, assessing impact, cost-effectiveness, and technical feasibility.
  • Inform and guide vendor strategy around national initiatives such as TEFCA and QHIN adoption, ensuring Counterpart Health is positioned for compliant, high-quality data exchange.
  • Partner cross-functionally with Product Managers to define data requirements, Engineers to implement reliable pipelines, and Clinical teams to validate data quality and clinical utility.
  • Act as a critical liaison to identify and remove operational and technical bottlenecks, ensuring a predictable, scalable, and reliable clinical data flow across all customer markets.

You should get in touch if you have:

  • 2+ years of hands-on data analytics experience, with direct exposure to healthcare data interoperability
  • Strong hands-on experience with healthcare data standards: HL7, CCDA, and ADT messages.
  • Proficiency in SQL and comfort working with large, complex datasets (claims, clinical logs, interoperability data).
  • Background in analyzing interoperability networks (e.g., Carequality, CommonWell, eHealthExchange) or HIE integrations.
  • Skilled at data visualization and able to present complex findings to both technical and non-technical stakeholders.
  • Strong investigative mindset, i.e., you enjoy digging into the “why” behind missing data and diverging metrics.
  • Self-directed and able to manage multiple analytical projects (vendor comparisons, visit-level reconciliation) without constant supervision.

Preferred Qualifications:

  • Experience with TEFCA/QHIN frameworks and evolving national interoperability standards.
  • Familiarity with vendor-specific data exchange platforms (e.g., Bamboo Health, HSX, Particle Health, Kno2).
  • Background in value-based care, population health, or clinical data operations.
  • Experience with claims-clinical data reconciliation (e.g., matching EOBs to clinical encounter records).
  • Comfort working with Python or similar tools for data manipulation and automation.

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 Counterpart Health: In 2018, Clover Health set out to do something unprecedented: build a clinically intuitive, AI-enabled solution that fits within physicians' workflows to help support the earlier diagnosis and management of chronic conditions.

Years later, that vision is a reality, with thousands of practitioners using Counterpart Assistant during patient visits to improve disease management, reduce medical expenses, and drive success in value-based care.

With an exceptional team of value-based care and technology experts, Counterpart Health is driving value-based care at the speed of software.

Counterpart Health is a subsidiary of Clover Health. 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:
$77,000$100,000 USD

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MR

Marcus Rivera

Chief Revenue Officer

m.rivera@company.com
linkedin.com/in/marcusrivera
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