Data Quality Analyst Jobs
Data Quality Analyst jobs are open across healthcare, finance, retail, and technology, from entry-level to senior and lead roles, with specializations in data governance, data validation, and master data management. Find a role that fits from the openings below and apply directly.
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Job Type: Full Time
Job Category: IT
Job Description
Location: Remote
Fulltime
- Ability to review data profiling results and define data quality metrics with business
- Understanding of master data and SAP data structures
- Experience facilitating business discussions to define data quality rules (e.g., for customer, material, supplier, assets, equipment)
- Responsible for reviewing profiling results with business and IT, identifying data quality business rules to be developed in Information Steward
- Functional knowledge of SAP S4 and understanding of S4 data model for master data
- Experience designing data quality rules preferred
- Ability to work independently on Project and Lead project technically
- Ability to draw & implement Enterprise level architecture
- Assist in day-to-day operations of customer discussion w.r.t design and development.
- Recommend best practice solutions, based on research of emerging products, services, protocols and standards.
- Works extensively with customers along with appropriate internal and external resources on the strategy/deployment/optimization of Product services and solutions
- Takes lead role in execution of projects
- Analyzing Technical requirements and environments
- Familiarity with adherence to standard change management procedures when introducing technical changes to production environments.
- Support activities needed to implement and maintain security policy & regulator guidelines
- Analyzing and documenting technical requirements
- Well verse with incident, problem, Change, SLA management
- Works collaboratively between Application Owner, other Enterprise Architect group and Technical Architects to define and describe solutions.
- Strong ability and desire to learn new technologies and capability to drive innovation are absolute must
- Direct engagement with customers to provide support and understand customer needs
- Assist in responses to internal and external compliance audits, penetration tests and vulnerability assessments.
- Knowledge of master data and SAP data structures
- Experience leading business discussions to specify data quality rules (such as for customer, material, supplier, assets, equipment)
- Excellent communication, presentation, and stakeholder management skills.
- Leadership experience with onsite/offshore teams.
- Strong problem‑solving, analytical, and decision-making abilities.
Required Skills
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Who's Hiring


Top Industries Hiring
- Technology & Software
- Healthcare & Medical Services
- Education
- Insurance
- Staffing & Recruiting
What Employers Look For
The qualifications that appear most often in data quality analyst jobs.
- Proficiency in SQL for querying and validating large datasets
- Experience with data profiling, cleansing, and transformation tools such as Informatica, Talend, or dbt
- Familiarity with data governance frameworks and metadata management practices
- Bachelor's degree in computer science, information systems, statistics, or a related field
- Ability to write and maintain data quality rules, scorecards, and documentation
- Experience working with BI or reporting platforms such as Tableau, Power BI, or Looker
Tips for Your Data Quality Analyst Job Search
Tailor your resume to the stack
Data quality analyst job postings almost always name specific tools, SQL variants, or ETL platforms. Mirror the exact tool names from each posting in your resume's skills section so applicant tracking systems surface your application before a human even reviews it.
Quantify defect rates you've improved
Recruiters skim for impact numbers. Replace vague phrases like 'improved data quality' with concrete outcomes: defect rate reduced, records cleaned, or pipelines audited. Specifics around data volume or error frequency make your contributions impossible to ignore.
Apply early to roles that fit
Migrate Mate lists data quality analyst openings from across the United States in one place, so you can find roles that match and apply directly to each listing.
Filter by industry to target your experience
Data quality work in healthcare deals with HL7 and HIPAA compliance, while finance roles focus on regulatory reporting accuracy. Searching by industry lets you find postings where your domain-specific knowledge, not just your technical skills, is the differentiator.
Prepare a data audit walkthrough for interviews
Most data quality analyst interviews include a technical exercise or case question involving a messy dataset. Practice walking an interviewer through your audit methodology out loud: how you identify anomalies, prioritize fixes, and document findings for downstream teams.
Negotiate with data to back your ask
When discussing compensation, reference the certifications you hold, such as CDMP or DAMA credentials, and the scale of data environments you've managed. Framing your value in terms of systems and data volume you've owned strengthens a negotiation far more than tenure alone.
Data Quality Analyst Jobs: Frequently Asked Questions
Which companies are hiring the most data quality analysts?
The companies hiring the most data quality analysts right now include MANTECH, OrganOx, and Realign, with the largest share of openings in California, Texas, and Ohio, based on current listings on Migrate Mate as of September 2026. Demand is especially concentrated in industries with large regulated datasets, including healthcare systems, financial services, and enterprise technology companies.
How many data quality analyst jobs are remote?
About 83% of data quality analyst openings are fully remote or hybrid as of September 2026, reflecting how much of the work centers on querying databases and writing documentation rather than on-site system access. Roles focused on data governance, reporting, and pipeline monitoring tend to offer the most remote flexibility, while positions requiring hands-on integration with proprietary enterprise systems more often require on-site presence.
How do you become a data quality analyst?
Start by building foundational SQL skills and learning at least one data profiling or ETL tool like Talend or dbt. Study data governance concepts through resources aligned with DAMA frameworks. Build a portfolio by cleaning and documenting a public dataset, then articulate your process clearly. Entry-level roles in data operations or business intelligence often serve as a direct path into dedicated data quality positions.
Can you get a data quality analyst job with little experience?
Yes, entry-level data quality analyst roles exist, particularly at companies scaling their data infrastructure quickly. Employers hiring with less experience typically look for demonstrated SQL ability, attention to detail, and familiarity with spreadsheet-based data validation. A project where you audited, cleaned, or documented a real dataset, even a personal or academic one, carries more weight than a credential alone when experience is limited.
What does the data quality analyst interview process look like?
Most data quality analyst interviews start with a recruiter screen focused on your background and tool familiarity, followed by a technical round involving a SQL exercise, a data profiling scenario, or a case study using a sample dataset with intentional errors. A final round typically involves a hiring manager or team lead discussion covering your approach to data governance, documentation habits, and how you communicate quality issues to non-technical stakeholders.
Where can I find and apply to data quality analyst jobs?
You can find and apply to data quality analyst jobs on Migrate Mate, which lists current openings from across the United States. Search the listings to find roles that match your skills and experience, then apply directly to each one that fits.
See All 63 Data Quality Analyst Jobs
Find roles that match your experience and apply in just a few clicks.
Find Data Quality Analyst Jobs