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 31 December 2025, with comparisons to the same periods in the previous two years.

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 110 119 132
Rank change year-on-year +9 +13 +74
Permanent jobs citing Data Quality 49 37 47
As % of all permanent jobs in Yorkshire 1.48% 1.12% 1.56%
As % of the Quality Assurance & Compliance category 14.16% 8.24% 8.59%
Number of salaries quoted 24 20 38
10th Percentile £39,500 £33,750 £35,000
25th Percentile £48,938 £42,500 £42,406
Median annual salary (50th Percentile) £60,000 £49,274 £50,000
Median % change year-on-year +21.77% -1.45% -9.09%
75th Percentile £71,250 £62,663 £73,750
90th Percentile £80,875 £69,832 £92,500
England median annual salary £63,500 £65,000 £65,000
% change year-on-year -2.31% - +4.84%

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 346 449 547
As % of all permanent jobs advertised in Yorkshire 10.45% 13.62% 18.15%
Number of salaries quoted 188 193 389
10th Percentile £26,250 £27,650 £27,500
25th Percentile £30,188 £37,716 £36,750
Median annual salary (50th Percentile) £47,500 £50,000 £51,528
Median % change year-on-year -5.00% -2.97% +3.06%
75th Percentile £64,875 £65,000 £67,500
90th Percentile £79,270 £80,750 £83,750
England median annual salary £57,750 £60,000 £60,000
% change year-on-year -3.75% - +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 31 December 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 31 December 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 +6 41 £57,617 +16.41% 86
South Yorkshire +1 6 £67,500 +43.20% 54
North Yorkshire -9 1 £65,000 +73.33% 27
East Yorkshire - 1 £77,500 - 21
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 4 (8.16%) Apache Spark
2 3 (6.12%) Apache
3 2 (4.08%) SharePoint
4 1 (2.04%) Apache Airflow
4 1 (2.04%) Confluence
Applications
1 8 (16.33%) Microsoft Excel
Business Applications
1 3 (6.12%) Maximo
1 3 (6.12%) SAP MDG
1 3 (6.12%) SAP S/4HANA
Cloud Services
1 14 (28.57%) AWS
2 8 (16.33%) Azure
2 8 (16.33%) Power Platform
3 5 (10.20%) Microsoft 365
4 4 (8.16%) dbt
4 4 (8.16%) GCP
5 3 (6.12%) Amazon S3
5 3 (6.12%) Amazon SQS
5 3 (6.12%) AWS CloudFormation
5 3 (6.12%) AWS Lambda
5 3 (6.12%) AWS Step Functions
5 3 (6.12%) Azure Synapse Analytics
5 3 (6.12%) Collibra
5 3 (6.12%) GitHub
5 3 (6.12%) Serverless
6 2 (4.08%) Azure Data Factory
6 2 (4.08%) Azure Logic Apps
6 2 (4.08%) Power Automate
6 2 (4.08%) PowerApps
6 2 (4.08%) SaaS
Database & Business Intelligence
1 16 (32.65%) Metadata
2 8 (16.33%) Power BI
2 8 (16.33%) Tableau
3 7 (14.29%) DynamoDB
3 7 (14.29%) NoSQL
4 4 (8.16%) Amazon Redshift
4 4 (8.16%) BigQuery
4 4 (8.16%) Data Vault
4 4 (8.16%) Data Warehouse
4 4 (8.16%) SQL Server
5 3 (6.12%) Amazon Aurora
5 3 (6.12%) Apache Iceberg
5 3 (6.12%) Data Lake
5 3 (6.12%) SQL Server Reporting Services
5 3 (6.12%) TIBCO EBX
6 2 (4.08%) Ataccama
6 2 (4.08%) Power Query
6 2 (4.08%) Relational Database
7 1 (2.04%) Looker
7 1 (2.04%) Semantic Layer
Development Applications
1 1 (2.04%) Git
1 1 (2.04%) JIRA
General
1 25 (51.02%) Social Skills
2 17 (34.69%) Analytical Skills
3 14 (28.57%) Finance
4 5 (10.20%) Banking
5 3 (6.12%) Documentation Skills
5 3 (6.12%) Legal
5 3 (6.12%) Public Sector
6 2 (4.08%) Law
7 1 (2.04%) Billing
Job Titles
1 11 (22.45%) Analyst
2 10 (20.41%) Architect
2 10 (20.41%) Data Analyst
2 10 (20.41%) Data Manager
3 8 (16.33%) Data Architect
4 7 (14.29%) Data Engineer
5 6 (12.24%) Senior
6 5 (10.20%) HR Analyst
6 5 (10.20%) HR Data Analyst
7 4 (8.16%) Configuration Manager
7 4 (8.16%) Data Quality Analyst
7 4 (8.16%) IT Manager
7 4 (8.16%) Quality Analyst
7 4 (8.16%) Senior Data Engineer
8 3 (6.12%) Consultant
8 3 (6.12%) Principal Consultant
8 3 (6.12%) Principal SAP Consultant
8 3 (6.12%) SAP Consultant
8 3 (6.12%) SAP Supply Chain Consultant
8 3 (6.12%) Supply Chain Consultant
Libraries, Frameworks & Software Standards
1 3 (6.12%) Pandas
2 1 (2.04%) CSS
2 1 (2.04%) HTML
2 1 (2.04%) JSON
2 1 (2.04%) PySpark
2 1 (2.04%) Visualforce
2 1 (2.04%) XML
Miscellaneous
1 8 (16.33%) Data Structures
1 8 (16.33%) Management Information System
2 4 (8.16%) CMDB
3 3 (6.12%) Taxonomies
3 3 (6.12%) Virtual Team
4 2 (4.08%) Low-Code
4 2 (4.08%) Product Ownership
5 1 (2.04%) Analytical Mindset
5 1 (2.04%) IoT
5 1 (2.04%) Legacy Systems
5 1 (2.04%) Self-Motivation
Processes & Methodologies
1 30 (61.22%) Data Governance
2 19 (38.78%) Data Modelling
3 17 (34.69%) Analytics
3 17 (34.69%) Problem-Solving
3 17 (34.69%) Stakeholder Management
4 15 (30.61%) Continuous Improvement
5 14 (28.57%) Business Intelligence
5 14 (28.57%) Data Management
5 14 (28.57%) Decision-Making
5 14 (28.57%) Visualisation
6 13 (26.53%) Agile
6 13 (26.53%) Data Architecture
6 13 (26.53%) Validation
7 12 (24.49%) ETL
8 9 (18.37%) Data Integration
8 9 (18.37%) Data Science
8 9 (18.37%) Data Visualisation
9 8 (16.33%) Data Lineage
9 8 (16.33%) Migration
10 7 (14.29%) Asset Management
Programming Languages
1 18 (36.73%) SQL
2 9 (18.37%) Python
3 3 (6.12%) Data Analysis Expressions
4 2 (4.08%) T-SQL
5 1 (2.04%) Apex Code
Qualifications
1 4 (8.16%) Degree
2 3 (6.12%) AWS Certification
2 3 (6.12%) SC Cleared
2 3 (6.12%) Security Cleared
3 2 (4.08%) Computer Science Degree
3 2 (4.08%) Master's Degree
4 1 (2.04%) Microsoft Certification
Quality Assurance & Compliance
1 8 (16.33%) GDPR
2 3 (6.12%) Accessibility
3 1 (2.04%) QA
System Software
1 3 (6.12%) Docker
Vendors
1 9 (18.37%) Microsoft
2 4 (8.16%) Informatica
2 4 (8.16%) ServiceNow
3 3 (6.12%) Ariba
3 3 (6.12%) IFS
3 3 (6.12%) SAP
3 3 (6.12%) Talend
3 3 (6.12%) TIBCO
4 1 (2.04%) Salesforce