Data quality management
Defining, measuring, and improving the quality of data, including completeness, accuracy, timeliness, and validity.
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 organisation and its partners
- lead data quality improvement programmes
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 level | Role | Band | Expected level |
|---|---|---|---|
| Trainee analytics engineer | Analytics engineer | 4 | Awareness |
| Analytics engineer | Analytics engineer | 6 | Working |
| Senior analytics engineer | Analytics engineer | 7 | Practitioner |
| Lead analytics engineer | Analytics engineer | 8a | Practitioner |
| Head of analytics engineering | Analytics engineer | 8c | Expert |
| Trainee clinical coder | Clinical coder | 3 | Awareness |
| Clinical coder | Clinical coder | 4 | Working |
| Senior clinical coder | Clinical coder | 5 | Working |
| Clinical coding auditor and trainer | Clinical coder | 6 | Practitioner |
| Clinical coding manager | Clinical coder | 7 | Practitioner |
| Associate data analyst | Data analyst | 5 | Working |
| Data analyst | Data analyst | 6 | Working |
| Senior data analyst | Data analyst | 7 | Practitioner |
| Principal data analyst | Data analyst | 8b | Expert |
| Data architect | Data architect | 8a | Working |
| Senior data architect | Data architect | 8b | Practitioner |
| Chief data architect | Data architect | 8c | Practitioner |
| Data governance manager | Data governance manager | 7 | Practitioner |
| Lead data governance manager | Data governance manager | 8b | Practitioner |
| Head of data governance | Data governance manager | 8c | Expert |
| Records assistant | Health records officer | 2 | Awareness |
| Records officer | Health records officer | 3 | Working |
| Senior records officer | Health records officer | 4 | Working |
| Health records manager | Health records officer | 5 | Practitioner |
| Payroll team leader | Payroll officer | 5 | Working |
| Associate performance analyst | Performance analyst | 4 | Awareness |
| Performance analyst | Performance analyst | 6 | Working |
| Senior performance analyst | Performance analyst | 7 | Practitioner |
| Lead performance analyst | Performance analyst | 8a | Practitioner |
| Head of performance analysis | Performance analyst | 8b | Expert |