Data Analyst, Clinical Data Effectiveness

🕒 June 6

🇺🇸 United States – Remote

💵 $77k - $100k / year

⏰ Full Time

🟢 Junior

🟡 Mid-level

📉 Data Analyst

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Clover Health

WebsiteLinkedInAll Job Openings

501 - 1000 employees

🏥 Healthcare

🛡️ Insurance

🤖 Artificial Intelligence

Healthcare • Insurance • Artificial Intelligence

Clover Health is a healthcare technology company helping members live their healthiest lives with our Medicare Advantage plans. Focused on seniors who have historically lacked access to affordable and high-quality healthcare, Clover aims to provide care sustainably by improving medical outcomes while simultaneously lowering avoidable costs. They leverage a proprietary software platform, the Clover Assistant, to aggregate patient data and offer real-time recommendations to healthcare providers. Their services include affordable Medicare Advantage plans, a home care program, and they manage care for Medicare Advantage members across several U. S. states.

📋 Description

• 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, 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.

🎯 Requirements

• 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

• 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!