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 permanent job vacancies from the 6 months leading up to 6 November 2025, with comparisons to the same periods in the previous two years.

6 months to
6 Nov 2025
Same period 2024 Same period 2023
Rank 126 130 139
Rank change year-on-year +4 +9 +65
Permanent jobs citing Data Quality 32 43 54
As % of all permanent jobs in Yorkshire 0.89% 1.02% 1.65%
As % of the Quality Assurance & Compliance category 11.15% 8.29% 9.18%
Number of salaries quoted 26 17 47
10th Percentile £39,750 £35,250 £37,950
25th Percentile £40,969 £44,738 £45,000
Median annual salary (50th Percentile) £55,000 £49,274 £52,500
Median % change year-on-year +11.62% -6.14% -
75th Percentile £64,375 £61,051 £82,797
90th Percentile £71,250 £67,500 £92,500
England median annual salary £60,000 £75,000 £69,500
% change year-on-year -20.00% +7.91% +15.83%

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 287 519 588
As % of all permanent jobs advertised in Yorkshire 7.99% 12.26% 18.01%
Number of salaries quoted 177 199 413
10th Percentile £26,250 £26,000 £29,800
25th Percentile £31,250 £33,750 £38,890
Median annual salary (50th Percentile) £47,500 £49,274 £52,500
Median % change year-on-year -3.60% -6.14% +14.13%
75th Percentile £64,875 £64,250 £70,000
90th Percentile £73,650 £75,500 £83,950
England median annual salary £57,500 £60,000 £60,000
% change year-on-year -4.17% - +4.35%

Data Quality
Job Vacancy Trend in Yorkshire

Historical trend showing the proportion of permanent IT job postings citing Data Quality relative to all permanent IT jobs advertised in Yorkshire.

Data Quality job vacancy trend 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 6 November 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 6 November 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 -8 23 £53,000 -1.98% 25
South Yorkshire +9 7 £67,500 +43.20% 12
North Yorkshire -18 1 - -
East Yorkshire - 1 £77,500 -
Data Quality
England

Data Quality
Co-Occurring Skills & Capabilities in Yorkshire by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (9.38%) Apache
1 3 (9.38%) Apache Spark
2 1 (3.13%) Confluence
Applications
1 4 (12.50%) Microsoft Excel
2 1 (3.13%) Spreadsheet
Business Applications
1 3 (9.38%) SAP MDG
1 3 (9.38%) SAP S/4HANA
Cloud Services
1 4 (12.50%) Power Platform
2 3 (9.38%) Amazon S3
2 3 (9.38%) Amazon SQS
2 3 (9.38%) AWS
2 3 (9.38%) AWS CloudFormation
2 3 (9.38%) AWS Lambda
2 3 (9.38%) AWS Step Functions
2 3 (9.38%) Collibra
2 3 (9.38%) dbt
2 3 (9.38%) GitHub
2 3 (9.38%) Serverless
3 2 (6.25%) Azure
3 2 (6.25%) Azure Data Factory
3 2 (6.25%) Azure Synapse Analytics
3 2 (6.25%) Microsoft 365
4 1 (3.13%) Alation
4 1 (3.13%) SaaS
4 1 (3.13%) Snowflake
Database & Business Intelligence
1 5 (15.63%) Data Warehouse
1 5 (15.63%) Tableau
2 4 (12.50%) Metadata
2 4 (12.50%) Power BI
3 3 (9.38%) Amazon Aurora
3 3 (9.38%) Amazon Redshift
3 3 (9.38%) Apache Iceberg
3 3 (9.38%) BigQuery
3 3 (9.38%) Data Lake
3 3 (9.38%) Data Vault
4 2 (6.25%) Ataccama
4 2 (6.25%) SQL Server
5 1 (3.13%) Azure SQL Database
5 1 (3.13%) Relational Database
5 1 (3.13%) SQL Server Reporting Services
Development Applications
1 3 (9.38%) JIRA
General
1 13 (40.63%) Social Skills
2 8 (25.00%) Finance
3 7 (21.88%) Documentation Skills
3 7 (21.88%) Law
4 5 (15.63%) Analytical Skills
4 5 (15.63%) Banking
5 1 (3.13%) Billing
5 1 (3.13%) Legal
5 1 (3.13%) Marketing
5 1 (3.13%) Public Sector
Job Titles
1 16 (50.00%) Analyst
2 15 (46.88%) Data Analyst
3 8 (25.00%) Data Quality Analyst
3 8 (25.00%) Quality Analyst
4 6 (18.75%) Data Engineer
5 5 (15.63%) Data Manager
6 4 (12.50%) Senior
6 4 (12.50%) Senior Data Engineer
7 3 (9.38%) Consultant
7 3 (9.38%) HR Analyst
7 3 (9.38%) HR Data Analyst
7 3 (9.38%) Principal Consultant
7 3 (9.38%) Principal SAP Consultant
7 3 (9.38%) SAP Consultant
7 3 (9.38%) SAP Supply Chain Consultant
7 3 (9.38%) Supply Chain Consultant
8 2 (6.25%) Business Analyst
8 2 (6.25%) Data Quality Manager
8 2 (6.25%) Quality Manager
8 2 (6.25%) Risk Manager
Libraries, Frameworks & Software Standards
1 3 (9.38%) Pandas
2 1 (3.13%) CSS
2 1 (3.13%) HTML
2 1 (3.13%) JSON
2 1 (3.13%) PySpark
2 1 (3.13%) Visualforce
2 1 (3.13%) XML
Miscellaneous
1 3 (9.38%) Virtual Team
2 1 (3.13%) Analytical Mindset
2 1 (3.13%) CMDB
2 1 (3.13%) Data Structures
2 1 (3.13%) Management Information System
2 1 (3.13%) Self-Motivation
Processes & Methodologies
1 14 (43.75%) Validation
2 12 (37.50%) Decision-Making
3 11 (34.38%) Migration
4 9 (28.13%) Analytics
4 9 (28.13%) Data Cleansing
4 9 (28.13%) Data Governance
5 8 (25.00%) Data Management
5 8 (25.00%) Data Migration
5 8 (25.00%) Visualisation
6 7 (21.88%) Business Intelligence
7 6 (18.75%) Actionable Insight
7 6 (18.75%) Continuous Improvement
7 6 (18.75%) Problem-Solving
8 5 (15.63%) Data Pipeline
8 5 (15.63%) Data Science
8 5 (15.63%) Data Visualisation
8 5 (15.63%) ETL
9 4 (12.50%) Data Modelling
9 4 (12.50%) Data Validation
9 4 (12.50%) Process Improvement
Programming Languages
1 15 (46.88%) SQL
2 7 (21.88%) Python
3 1 (3.13%) Apex Code
3 1 (3.13%) Data Analysis Expressions
Qualifications
1 1 (3.13%) AWS Certification
1 1 (3.13%) Degree
1 1 (3.13%) Microsoft Certification
1 1 (3.13%) SC Cleared
1 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 4 (12.50%) GDPR
2 2 (6.25%) Accessibility
3 1 (3.13%) QA
System Software
1 3 (9.38%) Docker
Vendors
1 6 (18.75%) Microsoft
2 3 (9.38%) Ariba
2 3 (9.38%) Informatica
2 3 (9.38%) SAP
2 3 (9.38%) Talend
3 1 (3.13%) HubSpot
3 1 (3.13%) Salesforce
3 1 (3.13%) ServiceNow