# Data Quality

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/data-quality

Data quality refers to the degree to which data is accurate, complete, consistent, timely, and fit for its intended use in analysis or decision-making. Poor data quality, such as duplicate records, missing values, or outdated entries, can undermine business intelligence and lead to flawed conclusions. Data analysts and engineers assess and improve data quality through validation rules, cleansing processes, and ongoing monitoring.

## Data Quality in the job market

- Open roles: 7
- Employers hiring: 6
- Last checked: September 13, 2026

## Asked for alongside Data Quality

Measured from the 7 open roles that name Data Quality, not from a curated list.

- [Data Modeling](https://career.thegoodapps.co/skills/data-modeling) — 4 roles (57.1%)
- [Data Governance](https://career.thegoodapps.co/skills/data-governance) — 3 roles (42.9%)
- [Python](https://career.thegoodapps.co/skills/python) — 3 roles (42.9%)
- [SQL](https://career.thegoodapps.co/skills/sql) — 3 roles (42.9%)

## Roles that use Data Quality

- [Data Engineer](https://career.thegoodapps.co/occupations/data-engineer) — 2
- [Clinical Data Manager](https://career.thegoodapps.co/occupations/clinical-data-manager) — 1
- [Data Analyst](https://career.thegoodapps.co/occupations/data-analyst) — 1
- [Data Architect](https://career.thegoodapps.co/occupations/data-architect) — 1
- [Data Manager](https://career.thegoodapps.co/occupations/data-manager) — 1
- [Data Specialist](https://career.thegoodapps.co/occupations/data-specialist) — 1

## Employers hiring for Data Quality

- [Gilead Sciences](https://career.thegoodapps.co/organizations/gilead-sciences) — 2 open roles
- [ABC Supply](https://career.thegoodapps.co/organizations/abc-supply) — 1 open role
- [Accenture](https://career.thegoodapps.co/organizations/accenture) — 1 open role
- [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — 1 open role
- [Moderna](https://career.thegoodapps.co/organizations/moderna) — 1 open role
- [Moody's Corporation](https://career.thegoodapps.co/organizations/moody-s-corporation) — 1 open role

Related skills: [Data Governance](https://career.thegoodapps.co/skills/data-governance), [Data Cleansing](https://career.thegoodapps.co/skills/data-cleansing), [Data Validation](https://career.thegoodapps.co/skills/data-validation), [Metadata Management](https://career.thegoodapps.co/skills/metadata-management), [Informatica Master Data Management](https://career.thegoodapps.co/skills/informatica-master-data-management), [Informatica](https://career.thegoodapps.co/skills/informatica)

## Open roles requiring Data Quality (7)

- [Data Specialist](https://career.thegoodapps.co/jobs/69080b32-b66b-4d77-be59-ffb7089bcd17/data-specialist-at-auto-owners-insurance) at [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — Lansing, MI
- [Data Architect (954)](https://career.thegoodapps.co/jobs/29ac2ab7-ed17-4177-85f4-409cdfdc02d8/data-architect-954-at-abc-supply) at [ABC Supply](https://career.thegoodapps.co/organizations/abc-supply) — Beloit, WI
- [Sr. Security Data Engineer, Vulnerability Risk Management](https://career.thegoodapps.co/jobs/64574f6c-7240-4244-862d-66d07a0de4d9/sr-security-data-engineer-vulnerability-risk-management-at-moderna) at [Moderna](https://career.thegoodapps.co/organizations/moderna) — $130,800 – $209,400
- [Clinical Data Management Manager](https://career.thegoodapps.co/jobs/d22790d4-5e28-4ed9-b833-93316e52550d/clinical-data-management-manager-at-gilead-sciences) at [Gilead Sciences](https://career.thegoodapps.co/organizations/gilead-sciences) — Full-time, United States - California - Foster City, $136,340 – $176,440
- [Databricks Data Engineer](https://career.thegoodapps.co/jobs/97d35527-30bc-4923-b9a8-c672bbb64e47/databricks-data-engineer-at-accenture) at [Accenture](https://career.thegoodapps.co/organizations/accenture)
- [Associate Director - Data Analyst](https://career.thegoodapps.co/jobs/20fa4700-d32a-4f00-aad0-8bb71d6e6648/associate-director-data-analyst-at-moody-s-corporation) at [Moody's Corporation](https://career.thegoodapps.co/organizations/moody-s-corporation) — Full-time, New York, NY, $142,500 – $206,700
- [Assoc Director, IT SAP MDM and Data Governance](https://career.thegoodapps.co/jobs/927ecb99-9b10-406d-b90e-098cfbaa5911/assoc-director-it-sap-mdm-and-data-governance-at-gilead-sciences) at [Gilead Sciences](https://career.thegoodapps.co/organizations/gilead-sciences) — United States - California - Foster City, $195,670 – $253,220