Data Analyst, Clinical Data Effectiveness

Counterpart Health; United States; Hybrid; USD 77,000 - 100,000; Full time

Benefits offered by this job

Equity opportunities

401k matching

No-Meeting Fridays

Remote-first culture

Cell phone stipend

Parental leave

Job summary

Counterpart Health seeks a Data Analyst to own the completeness and effectiveness of clinical data across multiple vendor integrations. You will analyze data flows from EHRs, CCDAs, and ADT messages, identify gaps, and guide data pipeline improvements to support value-based care initiatives.

You will collaborate with Product, Engineering, and Clinical teams to validate data quality and ensure reliable, scalable data exchange across customer markets.

Qualifications

• 2+ years of hands-on data analytics experience in healthcare interoperability.
• Proficiency in SQL and experience handling large, complex datasets (claims, clinical logs, interoperability data).
• Hands-on experience with healthcare data standards: HL7, CCDA, and ADT messages.

Responsibilities

• Proactively identify and monitor facilities that generate high-quality clinical documents to locate data gaps.
• Map and correlate facility data across sources (claims, CCDAs, ADT) to uncover patterns of missingness or latency.
• Establish and maintain clear reporting on ADT coverage by geography, facility, and EMR system.

Skills

SQL

Python

HL7

CCDA

ADT

Tools

TeFCA/QHIN

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.

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 USD - $100,000 USD