Data Quality Contracts in Yorkshire

Data Quality
England > Yorkshire

The table below provides summary statistics for contract job vacancies advertised in Yorkshire requiring Data Quality skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Quality over the 6 months leading up to 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 75 84 100
Rank change year-on-year +9 +16 +2
Contract jobs citing Data Quality 32 21 18
As % of all contract jobs advertised in Yorkshire 2.54% 1.22% 0.83%
As % of the Quality Assurance & Compliance category 15.76% 10.00% 6.47%
Number of daily rates quoted 21 12 13
10th Percentile £135 £166 £415
25th Percentile £263 £282 -
Median daily rate (50th Percentile) £400 £364 £500
Median % change year-on-year +9.89% -27.20% -
75th Percentile £500 £497 £600
90th Percentile £575 £590 £695
England median daily rate £525 £550 £539
% change year-on-year -4.55% +2.09% -2.05%
Number of hourly rates quoted 2 0 0
10th Percentile £31.50 - -
25th Percentile £31.54 - -
Median hourly rate £32.96 - -
75th Percentile £34.38 - -
90th Percentile £34.43 - -
England median hourly rate £31.82 £21.06 £22.49
% change year-on-year +51.11% -6.35% -4.01%

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 contract job vacancies requiring quality assurance or compliance skills in Yorkshire.

Contract vacancies with a requirement for quality assurance or compliance skills 203 210 278
As % of all contract IT jobs advertised in Yorkshire 16.11% 12.17% 12.84%
Number of daily rates quoted 135 125 149
10th Percentile £235 £263 £263
25th Percentile £313 £375 £413
Median daily rate (50th Percentile) £475 £500 £510
Median % change year-on-year -5.00% -1.96% +15.91%
75th Percentile £544 £585 £588
90th Percentile £600 £648 £675
England median daily rate £500 £525 £525
% change year-on-year -4.76% - -
Number of hourly rates quoted 13 8 8
10th Percentile - £10.96 £13.16
25th Percentile - £11.66 £16.58
Median hourly rate £22.14 £11.88 £21.00
Median % change year-on-year +86.36% -43.43% +12.30%
75th Percentile - £13.48 £49.08
90th Percentile £31.75 £27.41 £50.22
England median hourly rate £32.25 £24.18 £42.50
% change year-on-year +33.37% -43.11% +60.38%

Data Quality
Job Vacancy Trend in Yorkshire

Job postings citing Data Quality as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Quality in Yorkshire

Data Quality
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Data Quality in Yorkshire.

Daily rate trend for Data Quality in Yorkshire

Data Quality
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Quality in Yorkshire over the 6 months to 2 July 2025.

Daily rate histogram for Data Quality in Yorkshire

Data Quality
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing Data Quality in Yorkshire.

Hourly rate trend for Data Quality in Yorkshire

Data Quality
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Quality within the Yorkshire region over the 6 months to 2 July 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire +20 19 £420 +20.00% 82
South Yorkshire +5 13 £348 -8.07% 21
Data Quality
England

Data Quality
Co-occurring Skills and Capabilities in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (25.00%) Apache Airflow
2 6 (18.75%) Apache
3 1 (3.13%) Confluence
3 1 (3.13%) Oracle Workflow
Applications
1 5 (15.63%) Microsoft Excel
2 1 (3.13%) Maple
Business Applications
1 6 (18.75%) SAP S/4HANA
Cloud Services
1 11 (34.38%) Power Platform
2 10 (31.25%) GCP
3 5 (15.63%) Cloud Computing
4 2 (6.25%) AWS
4 2 (6.25%) Azure
4 2 (6.25%) Cloud Composer
4 2 (6.25%) dbt
5 1 (3.13%) AWS Lambda
5 1 (3.13%) Azure Data Factory
5 1 (3.13%) Azure DevOps
5 1 (3.13%) Contentsquare
5 1 (3.13%) GitHub
5 1 (3.13%) Google Analytics
5 1 (3.13%) Google Tag Manager
5 1 (3.13%) Power Automate
5 1 (3.13%) Serverless
5 1 (3.13%) Snowflake
Database & Business Intelligence
1 11 (34.38%) Power BI
2 8 (25.00%) Data Warehouse
3 6 (18.75%) Tableau
4 5 (15.63%) Flink
4 5 (15.63%) Looker
5 3 (9.38%) BigQuery
6 2 (6.25%) Delta Lake
6 2 (6.25%) Electronic Patient Records
6 2 (6.25%) Qlik Sense
6 2 (6.25%) QlikView
6 2 (6.25%) SQL Server Integration Services
7 1 (3.13%) Amazon Redshift
7 1 (3.13%) Data Vault
7 1 (3.13%) Lumira
7 1 (3.13%) NoSQL
7 1 (3.13%) Oracle Reports
7 1 (3.13%) Parquet
Development Applications
1 2 (6.25%) Git
2 1 (3.13%) JIRA
General
1 17 (53.13%) Social Skills
2 7 (21.88%) Finance
3 5 (15.63%) Public Sector
4 3 (9.38%) Organisational Skills
5 2 (6.25%) Analytical Skills
6 1 (3.13%) Banking
6 1 (3.13%) Digital Healthcare
6 1 (3.13%) Local Government
6 1 (3.13%) Manufacturing
6 1 (3.13%) Marketing
Job Titles
1 13 (40.63%) Analyst
2 8 (25.00%) Data Analyst
3 6 (18.75%) Data Engineer
4 4 (12.50%) Developer
4 4 (12.50%) SQL Developer
5 3 (9.38%) Data Migration Analyst
5 3 (9.38%) Lead
5 3 (9.38%) Migration Analyst
6 2 (6.25%) Business Analyst
6 2 (6.25%) Business Intelligence Analyst
6 2 (6.25%) Engineering Specialist
6 2 (6.25%) Lead Data Analyst
6 2 (6.25%) Report Specialist
6 2 (6.25%) SAP Analyst
6 2 (6.25%) Senior
7 1 (3.13%) Consultant
7 1 (3.13%) Project Manager
7 1 (3.13%) SAP Consultant
7 1 (3.13%) Senior Manager
7 1 (3.13%) Test Engineer
Libraries, Frameworks & Software Standards
1 1 (3.13%) JSON
1 1 (3.13%) PySpark
Miscellaneous
1 7 (21.88%) Legacy Systems
2 5 (15.63%) Data Structures
3 3 (9.38%) NHS
4 2 (6.25%) Virtual Team
5 1 (3.13%) Data Protection Act
5 1 (3.13%) Enterprise Software
5 1 (3.13%) Reference Data
Processes & Methodologies
1 18 (56.25%) ETL
2 12 (37.50%) Visualisation
3 11 (34.38%) Business Intelligence
4 10 (31.25%) Data Analysis
4 10 (31.25%) Data Governance
4 10 (31.25%) Data Migration
4 10 (31.25%) Data Modelling
4 10 (31.25%) Migration
4 10 (31.25%) Workflow
5 9 (28.13%) Agile
5 9 (28.13%) Problem-Solving
6 7 (21.88%) Data Management
7 6 (18.75%) Data Pipeline
8 5 (15.63%) Analytics
8 5 (15.63%) Data Lineage
8 5 (15.63%) Data Strategy
8 5 (15.63%) Data Visualisation
8 5 (15.63%) Decision-Making
8 5 (15.63%) Workflow Management
9 4 (12.50%) SQL Optimisation
Programming Languages
1 21 (65.63%) SQL
2 10 (31.25%) Python
3 2 (6.25%) T-SQL
4 1 (3.13%) R
Qualifications
1 2 (6.25%) Degree
2 1 (3.13%) PMI Certification
2 1 (3.13%) PMP
2 1 (3.13%) SC Cleared
2 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 3 (9.38%) GDPR
2 2 (6.25%) QA
3 1 (3.13%) PMO
Vendors
1 10 (31.25%) Google
2 9 (28.13%) SAP
3 5 (15.63%) Microsoft
4 2 (6.25%) Oracle
5 1 (3.13%) Databricks
5 1 (3.13%) Hotjar
5 1 (3.13%) Optimizely