Illustrative Reference profiles for a generic digital health care organization, not official job descriptions. About this reference.

Data quality management

Defining, measuring, and improving the quality of data, including completeness, accuracy, timeliness, and validity.

Original to this reference.

Levels

1. Awareness

You can:

  • explain why accurate health data matters for care and planning
  • record data accurately and report errors
2. Working

You can:

  • run data quality checks and correct errors
  • explain data quality reports to colleagues
3. Practitioner

You can:

  • define data quality rules and measures
  • work with data providers to fix the root causes of poor quality
4. Expert

You can:

  • set data quality standards for the organization and its partners
  • lead data quality improvement programs

Closest ESCO skills

Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.

Role levels that expect this skill

Role levelRoleBandExpected level
Trainee analytics engineerAnalytics engineer4Awareness
Analytics engineerAnalytics engineer6Working
Senior analytics engineerAnalytics engineer7Practitioner
Lead analytics engineerAnalytics engineer8aPractitioner
Head of analytics engineeringAnalytics engineer8cExpert
Trainee clinical coderClinical coder3Awareness
Clinical coderClinical coder4Working
Senior clinical coderClinical coder5Working
Clinical coding auditor and trainerClinical coder6Practitioner
Clinical coding managerClinical coder7Practitioner
Associate data analystData analyst5Working
Data analystData analyst6Working
Senior data analystData analyst7Practitioner
Principal data analystData analyst8bExpert
Data architectData architect8aWorking
Senior data architectData architect8bPractitioner
Chief data architectData architect8cPractitioner
Data governance managerData governance manager7Practitioner
Lead data governance managerData governance manager8bPractitioner
Head of data governanceData governance manager8cExpert
Records assistantHealth records officer2Awareness
Records officerHealth records officer3Working
Senior records officerHealth records officer4Working
Health records managerHealth records officer5Practitioner
Payroll team leaderPayroll officer5Working
Associate performance analystPerformance analyst4Awareness
Performance analystPerformance analyst6Working
Senior performance analystPerformance analyst7Practitioner
Lead performance analystPerformance analyst8aPractitioner
Head of performance analysisPerformance analyst8bExpert