Data Quality Contract Job Trends in Yorkshire

Data Quality
England > Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in Yorkshire requiring Data Quality skills. It covers contract job vacancies from the 6 months leading up to 2 September 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Sep 2026
Same period 2025 Same period 2024
Rank 58 85 89
Rank change year-on-year +27 +4 -7
Contract jobs citing Data Quality 108 30 14
As % of all contract jobs in Yorkshire 3.80% 1.96% 0.92%
As % of the Quality Assurance & Compliance category 24.77% 11.81% 7.82%
Number of daily rates quoted 63 22 12
10th Percentile £400 £305 £166
25th Percentile £401 £363 £282
Median daily rate (50th Percentile) £450 £444 £377
Median % change year-on-year +1.41% +17.86% -25.45%
75th Percentile £537 £534 £430
90th Percentile £588 £598 £503
England median daily rate £500 £500 £550
% change year-on-year - -9.09% -
Number of hourly rates quoted 2 1 0
10th Percentile £15.63 - -
25th Percentile £15.98 £31.76 -
Median hourly rate £17.47 £33.11 -
Median % change year-on-year -47.24% - -
75th Percentile £18.81 £34.46 -
90th Percentile £19.07 - -
England median hourly rate £40.00 £33.50 £50.50
% change year-on-year +19.42% -33.67% +16.20%

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 436 254 179
As % of all contract IT jobs advertised in Yorkshire 15.36% 16.58% 11.70%
Number of daily rates quoted 275 175 109
10th Percentile £350 £235 £263
25th Percentile £413 £314 £393
Median daily rate (50th Percentile) £475 £450 £517
Median % change year-on-year +5.56% -12.96% +3.40%
75th Percentile £575 £538 £594
90th Percentile £648 £600 £650
England median daily rate £510 £500 £525
% change year-on-year +2.00% -4.76% -2.78%
Number of hourly rates quoted 35 13 6
10th Percentile £18.53 £17.48 -
25th Percentile £24.87 - -
Median hourly rate £32.40 £22.14 £11.88
Median % change year-on-year +46.32% +86.36% -43.43%
75th Percentile £36.61 - £16.67
90th Percentile - £24.43 £33.51
England median hourly rate £36.07 £31.64 £27.50
% change year-on-year +14.00% +15.05% -21.43%

Data Quality
Job Vacancy Trend in Yorkshire

Historical trend showing the proportion of contract IT job postings citing Data Quality relative to all contract IT jobs advertised in Yorkshire.

Data Quality job vacancy trend in Yorkshire

Data Quality
Daily Rate Trend in Yorkshire

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Quality.

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Quality

Data Quality
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Quality in Yorkshire over the 6 months to 2 September 2026.

Daily rate histogram for Data Quality in Yorkshire

Data Quality
Hourly Rate Trend in Yorkshire

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Quality.

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Quality

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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire +23 72 £450 -2.70% 56
South Yorkshire -24 21 £495 +20.00% 11
North Yorkshire - 7 £460 - 1
East Yorkshire - 2 - - 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 (3.70%) Apache Spark
1 4 (3.70%) Confluence
2 3 (2.78%) Palantir Foundry
3 2 (1.85%) Apache
3 2 (1.85%) SAS
3 2 (1.85%) SharePoint
4 1 (0.93%) Apache Airflow
Applications
1 7 (6.48%) Microsoft Excel
2 1 (0.93%) Microsoft Office
2 1 (0.93%) Spreadsheet
Business Applications
1 11 (10.19%) SAP S/4HANA
2 1 (0.93%) Cerner Millennium
2 1 (0.93%) Primavera
2 1 (0.93%) SAP ERP
2 1 (0.93%) SystmOne
Cloud Services
1 31 (28.70%) Power Platform
2 25 (23.15%) Azure
3 11 (10.19%) AWS
4 8 (7.41%) Snowflake
5 6 (5.56%) PowerApps
6 5 (4.63%) Azure AI
6 5 (4.63%) Azure Data Factory
6 5 (4.63%) Azure Databricks
6 5 (4.63%) GCP
6 5 (4.63%) Microsoft Copilot
6 5 (4.63%) Microsoft Purview
7 4 (3.70%) Copilot Studio
8 3 (2.78%) Azure DevOps
9 2 (1.85%) Alation
9 2 (1.85%) Amazon CloudWatch
9 2 (1.85%) AWS CloudFormation
9 2 (1.85%) Azure Synapse Analytics
9 2 (1.85%) Collibra
9 2 (1.85%) OpenShift
9 2 (1.85%) Power Automate
Communications & Networking
1 1 (0.93%) DNS
Database & Business Intelligence
1 26 (24.07%) Power BI
2 23 (21.30%) Metadata
3 20 (18.52%) Data Warehouse
4 18 (16.67%) SQL Server
5 9 (8.33%) Tableau
6 6 (5.56%) Enterprise Data Warehouse
7 5 (4.63%) Data Lake
8 4 (3.70%) OLAP
8 4 (3.70%) Semantic Layer
8 4 (3.70%) SQL Server Reporting Services
9 3 (2.78%) BusinessObjects
9 3 (2.78%) Star Schema
10 2 (1.85%) Big Data
10 2 (1.85%) Electronic Patient Records
10 2 (1.85%) Metadata Repository
10 2 (1.85%) Oracle Database
10 2 (1.85%) PostgreSQL
10 2 (1.85%) Relational Database
10 2 (1.85%) Spark SQL
11 1 (0.93%) Parquet
Development Applications
1 6 (5.56%) Team Foundation Server
2 5 (4.63%) JIRA
3 2 (1.85%) Jenkins
4 1 (0.93%) Git
4 1 (0.93%) LSMW
4 1 (0.93%) MLflow
General
1 39 (36.11%) Social Skills
2 26 (24.07%) Analytical Skills
2 26 (24.07%) Finance
3 21 (19.44%) Public Sector
4 4 (3.70%) Law
5 3 (2.78%) Retail
5 3 (2.78%) Social Science
6 2 (1.85%) Financial Institution
6 2 (1.85%) Influencing Skills
7 1 (0.93%) Banking
7 1 (0.93%) Documentation Skills
7 1 (0.93%) Legal
7 1 (0.93%) Local Government
7 1 (0.93%) Manufacturing
7 1 (0.93%) Military
7 1 (0.93%) Private Banking
Job Titles
1 23 (21.30%) Data Engineer
2 18 (16.67%) Analyst
2 18 (16.67%) Developer
3 12 (11.11%) Lead
4 10 (9.26%) Architect
5 9 (8.33%) Business Analyst
5 9 (8.33%) Data Analyst
5 9 (8.33%) SQL Developer
6 7 (6.48%) ServiceNow Architect
7 6 (5.56%) Data Architect
7 6 (5.56%) Senior
8 5 (4.63%) Accountant
8 5 (4.63%) Administrator
8 5 (4.63%) Data Administrator
8 5 (4.63%) Project Accountant
9 4 (3.70%) Data Migration Lead
9 4 (3.70%) Designer
9 4 (3.70%) Senior Data Engineer
9 4 (3.70%) Snowflake Data Engineer
9 4 (3.70%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 5 (4.63%) Kafka
1 5 (4.63%) PySpark
2 3 (2.78%) REST
3 2 (1.85%) FHIR
3 2 (1.85%) Fluent Bit
3 2 (1.85%) JSON
3 2 (1.85%) OpenTelemetry
3 2 (1.85%) Terraform
4 1 (0.93%) .NET
4 1 (0.93%) Apache Avro
4 1 (0.93%) JSON Schema
4 1 (0.93%) Oracle GoldenGate
4 1 (0.93%) Pandas
4 1 (0.93%) Protocol Buffers
4 1 (0.93%) SOAP
Miscellaneous
1 16 (14.81%) Data Structures
2 10 (9.26%) Cloud Native
3 9 (8.33%) CMDB
4 8 (7.41%) Legacy Systems
5 6 (5.56%) NHS
6 5 (4.63%) Data Protection Act
6 5 (4.63%) Onboarding
7 3 (2.78%) AI Agents
7 3 (2.78%) Analytical Mindset
7 3 (2.78%) Management Information System
7 3 (2.78%) Product Ownership
7 3 (2.78%) Self-Motivation
8 2 (1.85%) Distributed Systems
8 2 (1.85%) Public Cloud
8 2 (1.85%) Taxonomies
9 1 (0.93%) Distributed Computing
9 1 (0.93%) Housing Association
9 1 (0.93%) IoT
9 1 (0.93%) Legacy Applications
9 1 (0.93%) Private Cloud
Operating Systems
1 2 (1.85%) Windows
2 1 (0.93%) Linux
2 1 (0.93%) Unix
Processes & Methodologies
1 43 (39.81%) Data Governance
2 41 (37.96%) Analytics
2 41 (37.96%) ETL
3 38 (35.19%) Data Pipeline
4 37 (34.26%) Data Modelling
5 34 (31.48%) Business Intelligence
6 30 (27.78%) Migration
7 24 (22.22%) ERP
8 23 (21.30%) Stakeholder Management
9 21 (19.44%) Data Management
9 21 (19.44%) Validation
10 20 (18.52%) Data Engineering
10 20 (18.52%) Master Data Management
10 20 (18.52%) Stakeholder Engagement
11 19 (17.59%) Problem-Solving
12 18 (16.67%) CI/CD
12 18 (16.67%) Data Migration
13 17 (15.74%) Data Architecture
13 17 (15.74%) Metadata Management
14 16 (14.81%) AI
Programming Languages
1 42 (38.89%) SQL
2 17 (15.74%) Python
3 4 (3.70%) Data Analysis Expressions
3 4 (3.70%) T-SQL
4 2 (1.85%) Java
4 2 (1.85%) PL/SQL
4 2 (1.85%) Scala
4 2 (1.85%) Search Processing Language
5 1 (0.93%) C#
5 1 (0.93%) Shell Script
Qualifications
1 18 (16.67%) Security Cleared
2 13 (12.04%) SC Cleared
3 8 (7.41%) Degree
4 2 (1.85%) Azure Certification
4 2 (1.85%) Computer Science Degree
5 1 (0.93%) AWS Certification
5 1 (0.93%) AWS Certified Solutions Architect
5 1 (0.93%) BPSS Clearance
5 1 (0.93%) DBS Check
5 1 (0.93%) PMI Certification
5 1 (0.93%) PMP
Quality Assurance & Compliance
1 7 (6.48%) GDPR
2 3 (2.78%) ISO/IEC 42001
3 2 (1.85%) Accessibility
3 2 (1.85%) SNOMED CT
4 1 (0.93%) HL7
4 1 (0.93%) PMO
4 1 (0.93%) QA
4 1 (0.93%) SLA
System Software
1 2 (1.85%) etcd
Systems Management
1 5 (4.63%) Kubernetes
2 2 (1.85%) Fluentd
2 2 (1.85%) Prometheus
3 1 (0.93%) Control-M
3 1 (0.93%) Single Sign-On
Vendors
1 26 (24.07%) Microsoft
2 22 (20.37%) SAP
3 15 (13.89%) Databricks
4 9 (8.33%) ServiceNow
5 8 (7.41%) Concur
5 8 (7.41%) Foundry
6 7 (6.48%) Oracle
7 6 (5.56%) Alteryx
8 4 (3.70%) Informatica
9 3 (2.78%) Palantir
9 3 (2.78%) Splunk
10 2 (1.85%) Google
10 2 (1.85%) IFS
10 2 (1.85%) Remedy
11 1 (0.93%) Adobe
11 1 (0.93%) Brio
11 1 (0.93%) Cerner
11 1 (0.93%) IBM
11 1 (0.93%) Northgate
11 1 (0.93%) Snow