# Data Quality Management

Skill · Data Science, Analytics and AI/ML

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

Data quality management is the discipline of establishing processes, standards, and tools to continuously monitor, measure, and improve the accuracy and reliability of an organization's data assets. It typically involves defining data quality metrics, implementing validation and cleansing workflows, and assigning ownership through data governance programs. Data stewards and data governance teams use it to ensure data remains trustworthy for reporting, analytics, and regulatory compliance.

## Data Quality Management in the job market

- Open roles: 4
- Employers hiring: 4
- Last checked: September 13, 2026

## Roles that use Data Quality Management

- [Business Analyst](https://career.thegoodapps.co/occupations/business-analyst) — 1
- [Data Steward](https://career.thegoodapps.co/occupations/data-steward) — 1
- [Deals Quality Specialist](https://career.thegoodapps.co/occupations/deals-quality-specialist) — 1
- [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 1

Related skills: [Data Governance](https://career.thegoodapps.co/skills/data-governance), [Data Cleansing](https://career.thegoodapps.co/skills/data-cleansing), [Data Management](https://career.thegoodapps.co/skills/data-management), [Data Integrity](https://career.thegoodapps.co/skills/data-integrity), [Data Maintenance](https://career.thegoodapps.co/skills/data-maintenance), [SAP Master Data Governance (MDG)](https://career.thegoodapps.co/skills/sap-master-data-governance-mdg), [SAP Data Services (BODS)](https://career.thegoodapps.co/skills/sap-data-services-bods)

## Open roles requiring Data Quality Management (4)

- [IT System/Data Analyst (Consultant)](https://career.thegoodapps.co/jobs/2a0949bc-af68-4837-bac0-3b1efc0330f4/it-system-data-analyst-consultant-at-country-financial) at [Country Financial](https://career.thegoodapps.co/organizations/country-financial) — Bloomington, IL, $93,200 – $128,150
- [Sr. Data Steward](https://career.thegoodapps.co/jobs/86b45c85-9575-478e-ab7c-82dbf55821e5/sr-data-steward-at-under-armour) at [Under Armour](https://career.thegoodapps.co/organizations/under-armour) — Baltimore, MD, $75,000 – $100,000
- [Deals Quality Specialist , Private Markets](https://career.thegoodapps.co/jobs/53cb1670-c1a9-4618-871f-164d1a540a55/deals-quality-specialist-private-markets-at-lseg) at [LSEG](https://career.thegoodapps.co/organizations/lseg) — PLN 120,900 – PLN 191,300
- [Senior Staff Physical AI Data Algorithm Engineer](https://career.thegoodapps.co/jobs/a10cd9ab-24b0-4acf-ad55-83b9d23fcb46/senior-staff-physical-ai-data-algorithm-engineer-at-xpeng) at [XPeng](https://career.thegoodapps.co/organizations/xpeng) — Full-time, Santa Clara, CA, $203,450 – $344,300