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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 76 134 155
Rank change year-on-year +58 +21 +52
Permanent jobs citing Data Quality 132 29 79
As % of all permanent jobs in Yorkshire 1.95% 0.96% 1.21%
As % of the Quality Assurance & Compliance category 23.49% 10.10% 10.10%
Number of salaries quoted 108 27 33
10th Percentile £31,250 £40,825 £36,250
25th Percentile £35,000 £52,307 £46,250
Median annual salary (50th Percentile) £55,000 £57,500 £50,000
Median % change year-on-year -4.35% +15.00% -4.76%
75th Percentile £77,902 £65,500 £66,778
90th Percentile £90,000 £67,500 £87,500
England median annual salary £60,000 £60,000 £72,500
% change year-on-year - -17.24% +7.41%

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 562 287 782
As % of all permanent jobs advertised in Yorkshire 8.31% 9.53% 11.97%
Number of salaries quoted 418 204 481
10th Percentile £29,000 £26,250 £26,250
25th Percentile £35,000 £30,000 £32,500
Median annual salary (50th Percentile) £52,473 £50,375 £45,500
Median % change year-on-year +4.16% +10.71% -9.00%
75th Percentile £65,640 £65,000 £58,750
90th Percentile £87,150 £77,500 £67,500
England median annual salary £59,000 £57,500 £52,500
% change year-on-year +2.61% +9.52% -8.70%

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 June 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 23 June 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 +35 94 £57,750 +0.43% 25
South Yorkshire -29 14 £50,000 -9.09% 3
North Yorkshire +14 12 £52,500 - 2
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 (3.03%) Apache
1 4 (3.03%) Apache Airflow
1 4 (3.03%) Apache Spark
2 3 (2.27%) Confluence
3 2 (1.52%) SharePoint
4 1 (0.76%) CMS
4 1 (0.76%) Palantir Foundry
4 1 (0.76%) SAS
Applications
1 15 (11.36%) Microsoft Excel
2 9 (6.82%) Microsoft Office
Business Applications
1 19 (14.39%) SAP S/4HANA
2 10 (7.58%) SAP MDG
3 7 (5.30%) SAP MDG-BP
4 5 (3.79%) iTrent
5 4 (3.03%) SAP ERP
6 3 (2.27%) SAP MDG-F
7 2 (1.52%) Dynamics CRM
8 1 (0.76%) SAP MDM
Cloud Services
1 35 (26.52%) Azure
2 32 (24.24%) AWS
3 23 (17.42%) Power Platform
4 18 (13.64%) GCP
5 15 (11.36%) Azure Data Factory
6 11 (8.33%) Azure Synapse Analytics
7 7 (5.30%) dbt
8 5 (3.79%) SuccessFactors
9 4 (3.03%) Azure DevOps
9 4 (3.03%) SaaS
10 2 (1.52%) IaaS
10 2 (1.52%) PaaS
10 2 (1.52%) Power Automate
10 2 (1.52%) PowerApps
10 2 (1.52%) Snowflake
11 1 (0.76%) Azure AI
11 1 (0.76%) Azure API Management
11 1 (0.76%) Azure Monitor
11 1 (0.76%) Dagster
11 1 (0.76%) Prefect
Database & Business Intelligence
1 26 (19.70%) Data Warehouse
2 23 (17.42%) Power BI
3 20 (15.15%) Metadata
4 9 (6.82%) Amazon Redshift
5 8 (6.06%) BigQuery
5 8 (6.06%) Star Schema
6 7 (5.30%) DynamoDB
6 7 (5.30%) NoSQL
6 7 (5.30%) Semantic Layer
6 7 (5.30%) SQL Server Integration Services
7 6 (4.55%) Data Lake
8 5 (3.79%) Tableau
9 4 (3.03%) Big Data
10 3 (2.27%) Amazon QuickSight
10 3 (2.27%) Spark SQL
11 2 (1.52%) Azure SQL Data Warehouse
11 2 (1.52%) Azure SQL Database
11 2 (1.52%) Relational Database
11 2 (1.52%) SQL Server
11 2 (1.52%) SQL Server Reporting Services
Development Applications
1 5 (3.79%) JIRA
2 2 (1.52%) SQL Server Management Studio (SSMS)
3 1 (0.76%) Visual Studio
General
1 53 (40.15%) Analytical Skills
2 45 (34.09%) Finance
3 39 (29.55%) Social Skills
4 13 (9.85%) Manufacturing
5 12 (9.09%) Public Sector
6 11 (8.33%) Retail
7 5 (3.79%) Legal
7 5 (3.79%) Local Government
7 5 (3.79%) Presentation Skills
8 4 (3.03%) Inclusion and Diversity
9 3 (2.27%) Banking
9 3 (2.27%) Financial Institution
9 3 (2.27%) Marketing
10 2 (1.52%) Organisational Skills
11 1 (0.76%) Digital Health
11 1 (0.76%) Games
11 1 (0.76%) Legal Technology
11 1 (0.76%) Police
Job Titles
1 30 (22.73%) Data Engineer
2 23 (17.42%) Architect
3 20 (15.15%) Data Architect
3 20 (15.15%) Senior
4 18 (13.64%) Analyst
4 18 (13.64%) Lead
5 12 (9.09%) Data Analyst
6 11 (8.33%) Data Manager
7 10 (7.58%) HR Analyst
7 10 (7.58%) HR Data Analyst
8 9 (6.82%) Administrator
9 8 (6.06%) SAP Architect
9 8 (6.06%) SAP Data Architect
9 8 (6.06%) Senior Data Engineer
10 7 (5.30%) Consultant
10 7 (5.30%) SAP Consultant
10 7 (5.30%) SAP MDG Consultant
11 6 (4.55%) Solutions Architect
12 5 (3.79%) HR Manager
12 5 (3.79%) Systems Manager
Libraries, Frameworks & Software Standards
1 7 (5.30%) PySpark
2 5 (3.79%) Middleware
3 4 (3.03%) .NET
3 4 (3.03%) HTML
3 4 (3.03%) SAP ALE
3 4 (3.03%) Web Dynpro
4 3 (2.27%) AngularJS
4 3 (2.27%) CSS
4 3 (2.27%) HTML5
4 3 (2.27%) jQuery
5 2 (1.52%) JSON
5 2 (1.52%) XML
6 1 (0.76%) ARM Templates
6 1 (0.76%) FHIR
6 1 (0.76%) REST
6 1 (0.76%) SAP PI
6 1 (0.76%) SOAP
6 1 (0.76%) XBRL
Miscellaneous
1 14 (10.61%) Legacy Systems
2 12 (9.09%) Greenfield Project
3 10 (7.58%) Management Information System
4 7 (5.30%) Analytical Mindset
4 7 (5.30%) Data Structures
5 5 (3.79%) Operational Technology
6 4 (3.03%) Replication
7 3 (2.27%) Product Ownership
8 2 (1.52%) Cloud Native
9 1 (0.76%) CMDB
9 1 (0.76%) Housing Association
9 1 (0.76%) Low-Code
9 1 (0.76%) Mainframe
9 1 (0.76%) Marketing Technology
9 1 (0.76%) NHS
9 1 (0.76%) Onboarding
9 1 (0.76%) PMI
9 1 (0.76%) Sports Betting
9 1 (0.76%) Taxonomies
Processes & Methodologies
1 55 (41.67%) Data Modelling
2 46 (34.85%) Data Governance
3 43 (32.58%) Analytics
3 43 (32.58%) Problem-Solving
4 38 (28.79%) Decision-Making
5 34 (25.76%) Continuous Improvement
6 33 (25.00%) Business Intelligence
6 33 (25.00%) ERP
7 31 (23.48%) CRM
8 30 (22.73%) Data Pipeline
9 26 (19.70%) Agile
9 26 (19.70%) Migration
10 25 (18.94%) Stakeholder Management
11 24 (18.18%) Data Engineering
12 23 (17.42%) Data Architecture
13 22 (16.67%) Translating Business Requirements
14 21 (15.91%) Mentoring
15 20 (15.15%) ETL
16 19 (14.39%) Data Transformation
17 18 (13.64%) Logical Data Model
Programming Languages
1 38 (28.79%) SQL
2 27 (20.45%) Python
3 7 (5.30%) Java
4 4 (3.03%) ABAP
4 4 (3.03%) Scala
5 3 (2.27%) JavaScript
6 2 (1.52%) C#
6 2 (1.52%) Data Analysis Expressions
6 2 (1.52%) PowerShell
6 2 (1.52%) T-SQL
7 1 (0.76%) Bicep
7 1 (0.76%) R
Qualifications
1 12 (9.09%) Degree
2 9 (6.82%) DBS Check
3 8 (6.06%) Security Cleared
4 5 (3.79%) SAP Certification
5 4 (3.03%) Computer Science Degree
5 4 (3.03%) Master's Degree
5 4 (3.03%) SC Cleared
6 2 (1.52%) AWS Certification
7 1 (0.76%) CBAP
7 1 (0.76%) PMI Certification
Quality Assurance & Compliance
1 16 (12.12%) GDPR
2 3 (2.27%) PCI DSS
2 3 (2.27%) QA
3 2 (1.52%) Accessibility
4 1 (0.76%) ISO/IEC 27001
Systems Management
1 1 (0.76%) Terraform
Vendors
1 24 (18.18%) SAP
2 20 (15.15%) Microsoft
3 9 (6.82%) Databricks
3 9 (6.82%) Workday
4 7 (5.30%) Google
5 5 (3.79%) Oracle
6 4 (3.03%) Ariba
7 3 (2.27%) TOWER Software
8 2 (1.52%) Foundry
8 2 (1.52%) Planon
9 1 (0.76%) HubSpot
9 1 (0.76%) Palantir
9 1 (0.76%) ServiceNow