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Quality Data Analyst


Provides analytical and technical support for the integration of multiple data sources used to prepare internal and external reporting for the Quality Management team and business stakeholders. Provides support and analytical insight for Quality Incentive measures, HEDIS measures, and Quality Improvement initiatives. Monitors, analyzes, and communicates Quality performance related to benchmarks. Collaborates with clinical and operational teams within Quality Management, as well as with CHOICE Clinical Operations and Business Intelligence & Analytics (BIA). Participates in data validation of current reporting and dashboards. Monitors data integrity of databases and provides recommendation accordingly. Participates in the development of internal dashboards and databases. Works under general direction.

  • Provides support and analytical insight for Quality Incentive measures, HEDIS measures, and Quality Improvement initiatives.
  • Monitors internal performance against benchmarks through analysis.
  • Participates in the identification, development, management, and monitoring of quality improvement initiatives.
  • Collaborates with Education staff and makes recommendations for areas of focus in training of assessors and care managers, based on analysis of performance trends.
  • Researches and identifies technical/operational problems surrounding systems/applications; communicates/refers complex and unresolved problems to management, Business Intelligence & Analytics (BIA), and/or IT.
  • Conducts ad hoc analyses to help identify operational gaps in care; drafts presentations, reports, publications, etc. regarding results of analyses.
  • Communicates results of data analysis to non-technical audiences.
  • Participates in prioritization of departmental goals based on identification of operational gaps in care.
  • Participates in establishing data quality specifications and designs.  Coordinates and supports integrated data systems for analyzing and validating information. 
  • Identifies and makes recommendations for reporting re-designs and platforms for reporting (e.g. automating a manual Excel file using macros, developing a MicroStrategy dashboard to replace manually updated Excel dashboards, moving data storage from Excel to Access, etc.), as needed.  Trains staff on use of new/updated systems and related topics.
  • Assists Quality management team with database and department reports.  Conducts operations review and analysis of processes and procedures, issues report of findings and implements approved changes as required.
  • Identifies and recommends software needs and applications to accomplish required reporting.
  • Retrieves, compiles, reviews and ensures accuracy of data from databases; researches and corrects discrepancies, as needed.  Analyzes data from internal and external sources.  Identifies and resolves data quality issues before reports are generated.  Works with staff to correct data entry errors.
  • Analyzes data, identifies trends, reoccurring problems, statistically significant findings and prepares reports/summaries for management review.
  • Acts as a liaison between Quality Management, CHOICE Clinical Operations, and BIA.
  • Reviews and identifies trends and variances in data and reports.  Researches findings and determines appropriateness of elevating identified issues to leadership for further review/evaluation/action.
  • Monitors and maintains files by ensuring that files are current and of relevant nature. 
  • Analyzes and corrects error reports to ensure timely and accurate data; develops corrective actions to prevent errors where possible.
  • Participates in special projects and performs other duties, as needed.


Education:   Bachelor’s degree in bio/statistics, epidemiology, mathematics, computer science, social sciences, a related field or the equivalent work experience required. Master’s degree with concentration in computer science, data science, or statistics preferred.

Experience:  Minimum of two years’ experience performing increasingly complex data analysis and interpretation, preferably in a managed care or health care setting, required.  Experience with data extraction and manipulation required.  Experience with relational databases and programming experience in SQL or PL/SQL required. Experience with claims data and health plan quality metrics (e.g., HEDIS, QARR) preferred. Proficiency conducting statistical analysis with R, SAS, Stata or other statistical software preferred. Advanced personal computer skills, including Microsoft Word, PowerPoint, Excel, and Access required.  Effective oral, written communication and interpersonal skills required.  Ability to multi task in a fast-paced environment required.


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The Visiting Nurse Service of New York (VNSNY) is the nation's largest not-for-profit home- and community-based health care organization, serving the five boroughs of New York City, and Nassau, Suffolk, and Westchester Countries. For over 125 years, VNSNY has been committed to improving the health and well-being of people through high-quality, cost effective healthcare in the home and community. We offer a wide range of services, programs, and health plans to meet the diverse needs of our patients, members, and clients from before birth to the end of life. Each day, more than 13,000 VNSNY employees - including nurses, rehabilitation therapists, social workers, other allied professionals, and paraprofessionals - deliver compassionate care, unparalleled medical expertise, and 24/7 solutions and resources to more than 44,000 patients and members, helping them to live the best lives possible in their homes and communities.