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 23 October 2025, with comparisons to the same periods in the previous two years.

6 months to
23 Oct 2025
Same period 2024 Same period 2023
Rank 139 127 142
Rank change year-on-year -12 +15 +71
Permanent jobs citing Data Quality 22 44 58
As % of all permanent jobs in Yorkshire 0.66% 1.01% 1.69%
As % of the Quality Assurance & Compliance category 8.53% 8.33% 9.59%
Number of salaries quoted 19 18 51
10th Percentile £36,050 £35,500 £38,750
25th Percentile £40,750 £44,738 £45,000
Median annual salary (50th Percentile) £42,500 £49,274 £50,000
Median % change year-on-year -13.75% -1.45% -4.76%
75th Percentile £57,500 £60,992 £82,797
90th Percentile £62,500 £67,500 £92,500
England median annual salary £60,000 £77,500 £70,000
% change year-on-year -22.58% +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 258 528 605
As % of all permanent jobs advertised in Yorkshire 7.70% 12.16% 17.64%
Number of salaries quoted 167 202 432
10th Percentile £26,250 £26,000 £28,775
25th Percentile £31,250 £34,063 £37,313
Median annual salary (50th Percentile) £47,500 £49,274 £50,139
Median % change year-on-year -3.60% -1.73% +9.00%
75th Percentile £63,450 £64,813 £68,188
90th Percentile £72,600 £78,625 £83,975
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 23 October 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 23 October 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 -3 18 £47,750 -3.52% 18
South Yorkshire +15 3 £25,500 -45.90% 8
North Yorkshire -16 1 - - 1
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 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 2 (9.09%) SAP MDG
1 2 (9.09%) SAP S/4HANA
Cloud Services
1 3 (13.64%) dbt
2 2 (9.09%) Amazon S3
2 2 (9.09%) Amazon SQS
2 2 (9.09%) AWS
2 2 (9.09%) AWS CloudFormation
2 2 (9.09%) AWS Lambda
2 2 (9.09%) AWS Step Functions
2 2 (9.09%) Azure
2 2 (9.09%) Azure Data Factory
2 2 (9.09%) Azure Synapse Analytics
2 2 (9.09%) GitHub
2 2 (9.09%) Microsoft 365
2 2 (9.09%) Power Platform
2 2 (9.09%) Serverless
3 1 (4.55%) Alation
3 1 (4.55%) Azure DevOps
3 1 (4.55%) Collibra
3 1 (4.55%) SaaS
3 1 (4.55%) Snowflake
Database & Business Intelligence
1 4 (18.18%) Data Warehouse
1 4 (18.18%) Tableau
2 3 (13.64%) BigQuery
3 2 (9.09%) Amazon Aurora
3 2 (9.09%) Amazon Redshift
3 2 (9.09%) Apache Iceberg
3 2 (9.09%) Data Lake
3 2 (9.09%) Data Vault
3 2 (9.09%) Power BI
4 1 (4.55%) Metadata
4 1 (4.55%) SQL Server
Development Applications
1 4 (18.18%) JIRA
2 1 (4.55%) Git
General
1 10 (45.45%) Social Skills
2 7 (31.82%) Documentation Skills
2 7 (31.82%) Law
3 2 (9.09%) Analytical Skills
3 2 (9.09%) Finance
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 3 (13.64%) Data Engineer
4 2 (9.09%) Business Analyst
4 2 (9.09%) Consultant
4 2 (9.09%) Data Business Analyst
4 2 (9.09%) HR Analyst
4 2 (9.09%) HR Data Analyst
4 2 (9.09%) Principal Consultant
4 2 (9.09%) Principal SAP Consultant
4 2 (9.09%) SAP Consultant
4 2 (9.09%) SAP Supply Chain Consultant
4 2 (9.09%) Senior
4 2 (9.09%) Senior Data Engineer
4 2 (9.09%) Supply Chain Consultant
5 1 (4.55%) Administrator
5 1 (4.55%) Data Manager
5 1 (4.55%) Service Manager
Libraries, Frameworks & Software Standards
1 2 (9.09%) Pandas
2 1 (4.55%) CSS
2 1 (4.55%) HTML
2 1 (4.55%) PySpark
2 1 (4.55%) Visualforce
Miscellaneous
1 2 (9.09%) Virtual Team
Processes & Methodologies
1 12 (54.55%) Validation
2 10 (45.45%) Migration
3 9 (40.91%) Data Cleansing
4 8 (36.36%) Decision-Making
5 7 (31.82%) Data Migration
6 6 (27.27%) Visualisation
7 5 (22.73%) Business Intelligence
8 4 (18.18%) Actionable Insight
8 4 (18.18%) Agile
8 4 (18.18%) Analytics
8 4 (18.18%) Data Governance
8 4 (18.18%) Data Validation
8 4 (18.18%) Data Visualisation
8 4 (18.18%) DevOps
9 3 (13.64%) CI/CD
9 3 (13.64%) Continuous Improvement
9 3 (13.64%) Data Engineering
9 3 (13.64%) Data Pipeline
9 3 (13.64%) Data Science
9 3 (13.64%) Logistics
Programming Languages
1 12 (54.55%) 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 2 (9.09%) Docker
Vendors
1 5 (22.73%) Microsoft
2 3 (13.64%) Informatica
3 2 (9.09%) Ariba
3 2 (9.09%) SAP
4 1 (4.55%) HubSpot
4 1 (4.55%) Salesforce