Data Quality Job Trends in Yorkshire

Data Quality
England > Yorkshire

The table below provides summary statistics and salary benchmarking for jobs advertised in Yorkshire requiring Data Quality skills. It covers vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 139 131 136
Rank change year-on-year -8 +5 +67
Permanent jobs citing Data Quality 22 47 65
As % of all permanent jobs advertised in Yorkshire 0.67% 0.95% 1.71%
As % of the Quality Assurance & Compliance category 7.80% 7.87% 9.72%
Number of salaries quoted 20 18 60
10th Percentile £37,400 £33,750 £42,400
25th Percentile £40,750 £37,780 £47,500
Median annual salary (50th Percentile) £47,750 £49,274 £53,750
Median % change year-on-year -3.09% -8.33% +4.37%
75th Percentile £57,500 £54,703 £92,500
90th Percentile £62,750 £58,925 -
England median annual salary £57,468 £77,500 £70,000
% change year-on-year -25.85% +10.71% +16.67%

All Quality Assurance and Compliance Skills
Yorkshire

Data Quality falls under the Quality Assurance and Compliance category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring quality assurance or compliance skills in Yorkshire.

Permanent vacancies with a requirement for quality assurance or compliance skills 282 597 669
As % of all permanent jobs advertised in Yorkshire 8.53% 12.12% 17.60%
Number of salaries quoted 193 262 490
10th Percentile £26,520 £26,000 £28,175
25th Percentile £30,625 £35,000 £35,000
Median annual salary (50th Percentile) £47,500 £46,965 £50,000
Median % change year-on-year +1.14% -6.07% +8.70%
75th Percentile £64,875 £60,556 £68,750
90th Percentile £74,550 £71,250 £87,419
England median annual salary £57,000 £57,500 £60,000
% change year-on-year -0.87% -4.17% +7.14%

Data Quality
Job Vacancy Trend in Yorkshire

Job postings citing Data Quality as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Quality in Yorkshire

Data Quality
Salary Trend in Yorkshire

Salary distribution trend for jobs in Yorkshire citing Data Quality.

Salary distribution trend for jobs in Yorkshire citing Data Quality

Data Quality
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Quality in Yorkshire over the 6 months to 17 September 2025.

Salary histogram for Data Quality in Yorkshire

Data Quality
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Yorkshire region over the 6 months to 17 September 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire +14 18 £53,000 +11.58% 14
South Yorkshire +11 3 £25,500 -48.25%
North Yorkshire -11 1 - - 4
Data Quality
England

Data Quality
Co-occurring Skills and Capabilities in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (9.09%) Apache
1 2 (9.09%) Apache Spark
2 1 (4.55%) Apache Airflow
2 1 (4.55%) Confluence
Applications
1 2 (9.09%) Microsoft Excel
2 1 (4.55%) Spreadsheet
Business Applications
1 1 (4.55%) SAP MDG
1 1 (4.55%) SAP S/4HANA
Cloud Services
1 3 (13.64%) Azure
1 3 (13.64%) Azure Data Factory
1 3 (13.64%) Power Platform
2 2 (9.09%) Amazon S3
2 2 (9.09%) AWS
2 2 (9.09%) AWS Lambda
2 2 (9.09%) Azure Synapse Analytics
2 2 (9.09%) dbt
2 2 (9.09%) Microsoft 365
2 2 (9.09%) Serverless
3 1 (4.55%) Alation
3 1 (4.55%) Amazon SQS
3 1 (4.55%) AWS CloudFormation
3 1 (4.55%) AWS Step Functions
3 1 (4.55%) Azure DevOps
3 1 (4.55%) Collibra
3 1 (4.55%) GitHub
3 1 (4.55%) SaaS
3 1 (4.55%) Snowflake
Database & Business Intelligence
1 5 (22.73%) Data Warehouse
2 4 (18.18%) Tableau
3 3 (13.64%) BigQuery
3 3 (13.64%) Power BI
4 2 (9.09%) Amazon Redshift
4 2 (9.09%) Data Lake
5 1 (4.55%) Amazon Aurora
5 1 (4.55%) Apache Iceberg
5 1 (4.55%) Data Vault
5 1 (4.55%) Metadata
5 1 (4.55%) SQL Server
5 1 (4.55%) SQL Server Integration Services
Development Applications
1 4 (18.18%) JIRA
2 1 (4.55%) Git
2 1 (4.55%) Visual Studio
General
1 11 (50.00%) Social Skills
2 7 (31.82%) Documentation Skills
2 7 (31.82%) Law
3 2 (9.09%) Finance
4 1 (4.55%) Analytical Skills
4 1 (4.55%) Banking
4 1 (4.55%) Marketing
4 1 (4.55%) Public Sector
Job Titles
1 14 (63.64%) Analyst
1 14 (63.64%) Data Analyst
2 8 (36.36%) Data Quality Analyst
2 8 (36.36%) Quality Analyst
3 4 (18.18%) Data Engineer
4 3 (13.64%) Senior
4 3 (13.64%) Senior Data Engineer
5 2 (9.09%) Business Analyst
5 2 (9.09%) Data Business Analyst
5 2 (9.09%) HR Analyst
5 2 (9.09%) HR Data Analyst
6 1 (4.55%) Administrator
6 1 (4.55%) Campaign Analyst
6 1 (4.55%) Consultant
6 1 (4.55%) Data Manager
6 1 (4.55%) Principal Consultant
6 1 (4.55%) Principal SAP Consultant
6 1 (4.55%) SAP Consultant
6 1 (4.55%) Service Manager
6 1 (4.55%) Supply Chain Consultant
Libraries, Frameworks & Software Standards
1 1 (4.55%) CSS
1 1 (4.55%) HTML
1 1 (4.55%) Pandas
1 1 (4.55%) PySpark
1 1 (4.55%) Visualforce
Miscellaneous
1 1 (4.55%) Replication
1 1 (4.55%) Virtual Team
Processes & Methodologies
1 11 (50.00%) Validation
2 10 (45.45%) Migration
3 9 (40.91%) Data Cleansing
4 7 (31.82%) Data Migration
4 7 (31.82%) Decision-Making
4 7 (31.82%) Visualisation
5 5 (22.73%) Business Intelligence
5 5 (22.73%) Data Visualisation
6 4 (18.18%) Actionable Insight
6 4 (18.18%) Analytics
6 4 (18.18%) Data Engineering
6 4 (18.18%) Data Governance
6 4 (18.18%) Data Modelling
6 4 (18.18%) Data Pipeline
6 4 (18.18%) Data Validation
6 4 (18.18%) ETL
7 3 (13.64%) CI/CD
7 3 (13.64%) Dashboard Development
7 3 (13.64%) DevOps
7 3 (13.64%) Problem-Solving
Programming Languages
1 13 (59.09%) SQL
2 5 (22.73%) Python
3 1 (4.55%) Apex Code
Qualifications
1 1 (4.55%) AWS Certification
1 1 (4.55%) Microsoft Certification
1 1 (4.55%) SC Cleared
1 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 1 (4.55%) Accessibility
1 1 (4.55%) GDPR
1 1 (4.55%) QA
System Software
1 1 (4.55%) Docker
Vendors
1 4 (18.18%) Microsoft
2 3 (13.64%) Informatica
3 1 (4.55%) Ariba
3 1 (4.55%) HubSpot
3 1 (4.55%) Salesforce
3 1 (4.55%) SAP