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Data Quality Management

Data Science, Analytics and AI/ML

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.

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Data Quality Management in the job market

Last checked September 12, 2026

Open roles
4

on Career App right now

Employers
4

hiring for it

Median pay

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Open roles requiring Data Quality Management (4)

Country Financial

IT System/Data Analyst (Consultant)

Country Financial

Bloomington, IL · $93,200 – $128,150

This role bridges business and technical teams to manage data quality and customer data ecosystems, primarily working with Informatica MDM and Salesforce platforms. It suits analysts with deep experience translating business needs into data governance solutions and leading cross-functional initiatives.

Listed on Country Financial’s careers site · Apply there ↗

Sr. Data Steward

Under Armour

Baltimore, MD · $75,000 – $100,000

Under Armour seeks a senior data professional to oversee master data quality and governance across the organization, working with cross-functional teams to define standards, resolve data issues, and lead process improvements. This role suits experienced data management professionals ready to drive enterprise-wide data governance initiatives from a Baltimore headquarters location.

Listed on Under Armour’s careers site · Apply there ↗

Deals Quality Specialist , Private Markets

LSEG

PLN 120,900 – PLN 191,300

This role leads data quality initiatives for private markets financial datasets, ensuring accuracy and completeness across M&A, private equity, loans and infrastructure data. It suits someone with experience in financial data operations who can manage vendor relationships, design quality controls, and drive process improvements across a complex data landscape.

Listed on LSEG’s careers site · Apply there ↗

Senior Staff Physical AI Data Algorithm Engineer

XPeng

Full-time · Santa Clara, CA · $203,450 – $344,300

This role designs and maintains the integrated architecture for collecting, processing, and using vehicle data to train autonomous driving AI models at scale. It suits engineers with experience in large-scale data systems, AI infrastructure, and end-to-end machine learning pipelines who want to shape the technical foundation of a self-driving car company.

Listed on XPeng’s careers site · Apply there ↗

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