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 16 September 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 81 139 131
Rank change year-on-year +58 -8 +5
Permanent jobs citing Data Quality 125 22 47
As % of all permanent jobs in Yorkshire 1.64% 0.67% 0.95%
As % of the Quality Assurance & Compliance category 22.98% 7.80% 7.87%
Number of salaries quoted 105 20 18
10th Percentile £31,250 £37,400 £33,750
25th Percentile £35,000 £40,750 £37,780
Median annual salary (50th Percentile) £52,500 £47,750 £49,274
Median % change year-on-year +9.95% -3.09% -8.33%
75th Percentile £77,500 £57,500 £54,703
90th Percentile £90,000 £62,750 £58,925
England median annual salary £62,500 £57,468 £77,500
% change year-on-year +8.76% -25.85% +10.71%

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 544 282 597
As % of all permanent jobs advertised in Yorkshire 7.13% 8.53% 12.12%
Number of salaries quoted 419 193 262
10th Percentile £29,000 £26,520 £26,000
25th Percentile £35,500 £30,625 £35,000
Median annual salary (50th Percentile) £47,988 £47,500 £46,965
Median % change year-on-year +1.03% +1.14% -6.07%
75th Percentile £67,500 £64,875 £60,556
90th Percentile £90,000 £74,550 £71,250
England median annual salary £57,500 £57,000 £57,500
% change year-on-year +0.88% -0.87% -4.17%

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 16 September 2026.

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 16 September 2026. 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 77 £56,500 +6.60% 87
South Yorkshire -16 21 £60,000 +135.29% 25
North Yorkshire +12 9 £48,000 - 7
East Yorkshire - 3 £34,750 - 7
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 (3.20%) Apache
1 4 (3.20%) Apache Spark
2 2 (1.60%) Apache Airflow
3 1 (0.80%) CMS
3 1 (0.80%) Confluence
3 1 (0.80%) Palantir Foundry
Applications
1 19 (15.20%) Microsoft Excel
2 11 (8.80%) Microsoft Office
3 2 (1.60%) Spreadsheet
Business Applications
1 19 (15.20%) SAP S/4HANA
2 10 (8.00%) SAP MDG
3 7 (5.60%) SAP MDG-BP
4 5 (4.00%) iTrent
5 4 (3.20%) SAP ERP
6 3 (2.40%) SAP MDG-F
7 2 (1.60%) Dynamics CRM
8 1 (0.80%) SAP MDM
Cloud Services
1 36 (28.80%) Azure
2 31 (24.80%) AWS
3 23 (18.40%) GCP
4 18 (14.40%) Power Platform
5 14 (11.20%) Azure Data Factory
6 10 (8.00%) Azure Synapse Analytics
6 10 (8.00%) dbt
7 6 (4.80%) Serverless
8 5 (4.00%) Amazon EC2
8 5 (4.00%) AWS Lambda
8 5 (4.00%) SuccessFactors
9 4 (3.20%) Amazon EMR
9 4 (3.20%) Azure Databricks
9 4 (3.20%) Snowflake
10 3 (2.40%) Azure DevOps
10 3 (2.40%) SaaS
11 2 (1.60%) GitHub
11 2 (1.60%) GitHub Actions
11 2 (1.60%) Microsoft Purview
11 2 (1.60%) Slack
Communications & Networking
1 1 (0.80%) ATM
Database & Business Intelligence
1 26 (20.80%) Data Warehouse
2 22 (17.60%) Metadata
3 18 (14.40%) Power BI
4 12 (9.60%) Semantic Layer
5 7 (5.60%) Amazon Redshift
5 7 (5.60%) BigQuery
5 7 (5.60%) Data Lake
5 7 (5.60%) Spark SQL
5 7 (5.60%) Star Schema
6 6 (4.80%) Delta Lake
7 5 (4.00%) Relational Database
8 4 (3.20%) Big Data
8 4 (3.20%) Metadata Repository
8 4 (3.20%) SQL Server
9 3 (2.40%) Tableau
10 2 (1.60%) Azure SQL Data Warehouse
10 2 (1.60%) Azure SQL Database
10 2 (1.60%) Hadoop
10 2 (1.60%) RDBMS
10 2 (1.60%) SQL Server Integration Services
Development Applications
1 2 (1.60%) Git
1 2 (1.60%) GitLab
1 2 (1.60%) JIRA
1 2 (1.60%) MLflow
2 1 (0.80%) Visual Studio
General
1 49 (39.20%) Analytical Skills
2 37 (29.60%) Finance
2 37 (29.60%) Social Skills
3 15 (12.00%) Manufacturing
4 14 (11.20%) Public Sector
5 13 (10.40%) Retail
6 9 (7.20%) Legal
7 7 (5.60%) Local Government
7 7 (5.60%) Marketing
8 5 (4.00%) Organisational Skills
8 5 (4.00%) Presentation Skills
9 3 (2.40%) Banking
9 3 (2.40%) Documentation Skills
9 3 (2.40%) Inclusion and Diversity
10 2 (1.60%) Financial Institution
11 1 (0.80%) Games
11 1 (0.80%) Legal Technology
Job Titles
1 34 (27.20%) Data Engineer
2 21 (16.80%) Lead
3 20 (16.00%) Architect
4 19 (15.20%) Data Architect
5 17 (13.60%) Analyst
5 17 (13.60%) Senior
6 13 (10.40%) Data Analyst
7 10 (8.00%) Administrator
8 8 (6.40%) HR Analyst
8 8 (6.40%) HR Data Analyst
8 8 (6.40%) SAP Architect
8 8 (6.40%) SAP Data Architect
9 7 (5.60%) Consultant
9 7 (5.60%) SAP Consultant
9 7 (5.60%) SAP MDG Consultant
9 7 (5.60%) Senior Data Engineer
10 6 (4.80%) Lead Data Engineer
11 5 (4.00%) Coordinator
11 5 (4.00%) Solutions Architect
12 4 (3.20%) Systems Analyst
Libraries, Frameworks & Software Standards
1 13 (10.40%) PySpark
2 5 (4.00%) .NET
2 5 (4.00%) Middleware
3 4 (3.20%) SAP ALE
3 4 (3.20%) Web Dynpro
4 3 (2.40%) JSON
5 1 (0.80%) ARM Templates
5 1 (0.80%) FHIR
5 1 (0.80%) SAP PI
5 1 (0.80%) Terraform
5 1 (0.80%) XBRL
5 1 (0.80%) XML
Miscellaneous
1 10 (8.00%) Analytical Mindset
2 9 (7.20%) Greenfield Project
3 8 (6.40%) Legacy Systems
4 5 (4.00%) Operational Technology
5 4 (3.20%) Hybrid Cloud
5 4 (3.20%) Management Information System
5 4 (3.20%) Replication
6 3 (2.40%) NHS
6 3 (2.40%) Taxonomies
7 2 (1.60%) Blog
7 2 (1.60%) Cloud Native
7 2 (1.60%) Low-Code
7 2 (1.60%) Public Cloud
8 1 (0.80%) Marketing Technology
8 1 (0.80%) PMI
8 1 (0.80%) Sports Betting
Processes & Methodologies
1 52 (41.60%) Data Modelling
2 47 (37.60%) Analytics
3 41 (32.80%) Decision-Making
4 39 (31.20%) Data Governance
5 37 (29.60%) Business Intelligence
6 32 (25.60%) Mentoring
7 30 (24.00%) Data Engineering
7 30 (24.00%) Data Pipeline
8 29 (23.20%) Continuous Improvement
9 28 (22.40%) CRM
9 28 (22.40%) ERP
9 28 (22.40%) Migration
10 27 (21.60%) Problem-Solving
11 26 (20.80%) Agile
12 23 (18.40%) CI/CD
12 23 (18.40%) ETL
12 23 (18.40%) Stakeholder Management
13 22 (17.60%) Data Architecture
14 21 (16.80%) Data Transformation
15 20 (16.00%) Metadata Management
Programming Languages
1 42 (33.60%) SQL
2 24 (19.20%) Python
3 12 (9.60%) Java
4 6 (4.80%) C#
4 6 (4.80%) Scala
5 5 (4.00%) C++
5 5 (4.00%) JavaScript
6 4 (3.20%) ABAP
6 4 (3.20%) PowerShell
7 2 (1.60%) R
8 1 (0.80%) Bicep
8 1 (0.80%) Data Analysis Expressions
8 1 (0.80%) T-SQL
8 1 (0.80%) VBA
Qualifications
1 9 (7.20%) Degree
2 6 (4.80%) Security Cleared
3 5 (4.00%) DBS Check
3 5 (4.00%) SAP Certification
4 4 (3.20%) SC Cleared
5 2 (1.60%) Computer Science Degree
5 2 (1.60%) Master's Degree
6 1 (0.80%) CBAP
6 1 (0.80%) PMI Certification
Quality Assurance & Compliance
1 10 (8.00%) GDPR
2 3 (2.40%) Accessibility
2 3 (2.40%) QA
System Software
1 2 (1.60%) Docker
Vendors
1 30 (24.00%) Microsoft
2 22 (17.60%) SAP
3 18 (14.40%) Databricks
4 7 (5.60%) Google
5 5 (4.00%) Oracle
5 5 (4.00%) Workday
6 4 (3.20%) Ariba
7 3 (2.40%) Foundry
8 2 (1.60%) Dataiku
8 2 (1.60%) TOWER Software
9 1 (0.80%) HubSpot
9 1 (0.80%) Palantir
9 1 (0.80%) Planon
9 1 (0.80%) ServiceNow