Data Quality Job Trends in the Midlands

Data Quality
England > Midlands

The table below provides summary statistics and salary benchmarking for jobs advertised in the Midlands requiring Data Quality skills. It covers permanent job vacancies from the 6 months leading up to 30 May 2026, with comparisons to the same periods in the previous two years.

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 126 138 178
Rank change year-on-year +12 +40 -28
Permanent jobs citing Data Quality 157 92 153
As % of all permanent jobs in the Midlands 1.18% 1.86% 1.21%
As % of the Quality Assurance & Compliance category 12.28% 10.51% 8.62%
Number of salaries quoted 119 78 84
10th Percentile £32,400 £42,000 £31,221
25th Percentile £46,104 £44,000 £35,000
Median annual salary (50th Percentile) £55,000 £52,500 £51,500
Median % change year-on-year +4.76% +1.94% +3.00%
75th Percentile £70,000 £63,438 £61,938
90th Percentile £83,750 £89,375 £68,275
England median annual salary £60,000 £60,125 £68,969
% change year-on-year -0.21% -12.82% +6.11%

All Quality Assurance and Compliance Skills
Midlands

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 the Midlands.

Permanent vacancies with a requirement for quality assurance or compliance skills 1,278 875 1,774
As % of all permanent jobs advertised in the Midlands 9.64% 17.71% 14.03%
Number of salaries quoted 721 537 1,280
10th Percentile £30,000 £28,822 £25,750
25th Percentile £35,000 £31,000 £31,750
Median annual salary (50th Percentile) £50,000 £48,500 £47,500
Median % change year-on-year +3.09% +2.11% -5.00%
75th Percentile £65,000 £58,750 £62,500
90th Percentile £78,750 £73,953 £73,750
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% -8.70%

Data Quality
Job Vacancy Trend in the Midlands

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

Data Quality job vacancy trend in the Midlands

Data Quality
Salary Trend in the Midlands

Salary distribution trend for jobs in the Midlands citing Data Quality.

Salary distribution trend for jobs in the Midlands citing Data Quality

Data Quality
Salary Histogram in the Midlands

Salary distribution for jobs citing Data Quality in the Midlands over the 6 months to 30 May 2026.

Salary histogram for Data Quality in the Midlands

Data Quality
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Midlands region over the 6 months to 30 May 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 Midlands +1 102 £63,076 +14.68% 36
East Midlands +2 54 £53,750 +10.82% 21
Data Quality
England

Data Quality
Co-Occurring Skills & Capabilities in the Midlands 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 7 (4.46%) SharePoint
2 2 (1.27%) Apache Airflow
3 1 (0.64%) Apache Spark
Applications
1 18 (11.46%) Microsoft Excel
2 7 (4.46%) Microsoft Office
3 3 (1.91%) Microsoft PowerPoint
3 3 (1.91%) Spreadsheet
Business Applications
1 11 (7.01%) SAP S/4HANA
2 5 (3.18%) Dynamics CRM
3 4 (2.55%) Sage 50
4 3 (1.91%) SAP PP
5 1 (0.64%) Oracle EBS
5 1 (0.64%) Oracle Payables
5 1 (0.64%) Oracle Receivables
5 1 (0.64%) SAP EHS
Cloud Services
1 44 (28.03%) Power Platform
2 32 (20.38%) Azure
3 15 (9.55%) AWS
4 13 (8.28%) Power Automate
5 12 (7.64%) GCP
6 11 (7.01%) Azure Data Factory
7 9 (5.73%) Snowflake
8 8 (5.10%) Microsoft Purview
8 8 (5.10%) SaaS
9 6 (3.82%) Dynamics 365
10 5 (3.18%) dbt
10 5 (3.18%) PowerApps
11 3 (1.91%) Amazon S3
11 3 (1.91%) PaaS
12 2 (1.27%) Adobe Analytics
12 2 (1.27%) Amazon SageMaker
12 2 (1.27%) Azure Synapse Analytics
12 2 (1.27%) Google Analytics
12 2 (1.27%) IaaS
12 2 (1.27%) Microsoft 365
Communications & Networking
1 2 (1.27%) Internet
2 1 (0.64%) Broadband
Database & Business Intelligence
1 44 (28.03%) Power BI
2 12 (7.64%) SQL Server Integration Services
2 12 (7.64%) Tableau
3 10 (6.37%) Metadata
4 9 (5.73%) Data Lake
4 9 (5.73%) Power Query
5 8 (5.10%) SQL Server
6 5 (3.18%) Data Warehouse
7 4 (2.55%) Star Schema
8 3 (1.91%) Azure SQL Database
8 3 (1.91%) Delta Lake
8 3 (1.91%) SQL Server Reporting Services
9 2 (1.27%) BigQuery
9 2 (1.27%) Data Vault
9 2 (1.27%) Looker
9 2 (1.27%) MySQL
9 2 (1.27%) PostgreSQL
9 2 (1.27%) Relational Database
10 1 (0.64%) Data Mining
10 1 (0.64%) RDBMS
Development Applications
1 5 (3.18%) Visual Studio Code
2 3 (1.91%) JIRA
3 2 (1.27%) Git
3 2 (1.27%) SQL Server Management Studio (SSMS)
General
1 50 (31.85%) Finance
2 46 (29.30%) Social Skills
3 36 (22.93%) Analytical Skills
4 14 (8.92%) Public Sector
5 12 (7.64%) Inclusion and Diversity
6 5 (3.18%) Influencing Skills
6 5 (3.18%) Marketing
6 5 (3.18%) Organisational Skills
7 4 (2.55%) Manufacturing
8 3 (1.91%) Legal
9 2 (1.27%) Games
9 2 (1.27%) Law
9 2 (1.27%) Retail
10 1 (0.64%) Automotive
10 1 (0.64%) Digital Health
10 1 (0.64%) Local Government
10 1 (0.64%) Presentation Skills
10 1 (0.64%) Social Housing
10 1 (0.64%) Spanish Language
Job Titles
1 33 (21.02%) Analyst
2 30 (19.11%) Data Manager
3 20 (12.74%) Data Analyst
4 17 (10.83%) Junior
5 16 (10.19%) Senior
6 15 (9.55%) Architect
6 15 (9.55%) Data Architect
6 15 (9.55%) Data Quality Manager
6 15 (9.55%) Quality Manager
7 14 (8.92%) Data Engineer
7 14 (8.92%) Developer
7 14 (8.92%) Governance Manager
8 13 (8.28%) Data Governance Analyst
8 13 (8.28%) Data Governance Manager
9 9 (5.73%) Business Intelligence Analyst
10 8 (5.10%) Business Intelligence Developer
10 8 (5.10%) Senior Data Engineer
11 7 (4.46%) Administrator
11 7 (4.46%) Business Developer
12 6 (3.82%) Consultant
Libraries, Frameworks & Software Standards
1 8 (5.10%) PySpark
2 7 (4.46%) .NET
3 4 (2.55%) REST
4 3 (1.91%) SAP Fiori
5 2 (1.27%) Oracle Fusion
6 1 (0.64%) ARM Templates
6 1 (0.64%) Lightning Web Components
6 1 (0.64%) Pandas
6 1 (0.64%) RESTful
6 1 (0.64%) SOAP
Miscellaneous
1 10 (6.37%) Management Information System
2 8 (5.10%) Product Ownership
3 6 (3.82%) Data Structures
3 6 (3.82%) Greenfield Project
3 6 (3.82%) Legacy Systems
4 4 (2.55%) Analytical Mindset
4 4 (2.55%) Cloud Native
5 2 (1.27%) Cyberattack
5 2 (1.27%) Enterprise Software
5 2 (1.27%) Sports Betting
6 1 (0.64%) CMDB
6 1 (0.64%) Credit Risk
6 1 (0.64%) Distributed Computing
6 1 (0.64%) Educational Technology
6 1 (0.64%) Linked Data
6 1 (0.64%) Replication
6 1 (0.64%) Self-Motivation
6 1 (0.64%) Social Media
Processes & Methodologies
1 70 (44.59%) Analytics
2 55 (35.03%) Business Intelligence
3 49 (31.21%) Data Governance
4 43 (27.39%) Data Modelling
5 41 (26.11%) Decision-Making
5 41 (26.11%) Problem-Solving
6 34 (21.66%) AI
7 30 (19.11%) Continuous Improvement
8 28 (17.83%) Data Management
9 26 (16.56%) ETL
10 21 (13.38%) Validation
11 20 (12.74%) CRM
11 20 (12.74%) Visualisation
12 19 (12.10%) Actionable Insight
13 18 (11.46%) Data Analysis
13 18 (11.46%) Data Engineering
13 18 (11.46%) ERP
14 17 (10.83%) Data-Driven Decision Making
14 17 (10.83%) Roadmaps
15 15 (9.55%) Stakeholder Management
Programming Languages
1 50 (31.85%) SQL
2 26 (16.56%) Python
3 10 (6.37%) Data Analysis Expressions
4 9 (5.73%) T-SQL
5 7 (4.46%) R
6 6 (3.82%) JavaScript
7 3 (1.91%) Scala
7 3 (1.91%) VBA
8 2 (1.27%) C#
9 1 (0.64%) Apex Code
9 1 (0.64%) Bicep
9 1 (0.64%) Java
9 1 (0.64%) PL/SQL
9 1 (0.64%) PowerShell
Qualifications
1 17 (10.83%) Degree
2 4 (2.55%) DBS Check
3 3 (1.91%) ACCA
3 3 (1.91%) CIMA
4 2 (1.27%) Security Cleared
5 1 (0.64%) Azure Certification
5 1 (0.64%) CISA
5 1 (0.64%) Microsoft Certification
Quality Assurance & Compliance
1 19 (12.10%) GDPR
2 8 (5.10%) Accessibility
3 7 (4.46%) California Consumer Privacy Act
4 6 (3.82%) QA
5 4 (2.55%) Actionable Recommendations
6 3 (1.91%) ISO/IEC 27001
7 1 (0.64%) ISO 22301
7 1 (0.64%) NIST
7 1 (0.64%) PMO
7 1 (0.64%) Sarbanes-Oxley
7 1 (0.64%) SLA
System Software
1 1 (0.64%) Active Directory
Systems Management
1 3 (1.91%) Terraform
2 1 (0.64%) Control-M
2 1 (0.64%) Microsoft Intune
2 1 (0.64%) SCCM
Vendors
1 20 (12.74%) Databricks
2 18 (11.46%) Microsoft
3 15 (9.55%) SAP
4 5 (3.18%) Google
5 4 (2.55%) Oracle
5 4 (2.55%) Sage
5 4 (2.55%) Xero
6 2 (1.27%) Adobe
6 2 (1.27%) Civica
6 2 (1.27%) Zoho
7 1 (0.64%) BMC
7 1 (0.64%) IBM
7 1 (0.64%) Northgate
7 1 (0.64%) OpenAI
7 1 (0.64%) Orchard
7 1 (0.64%) Salesforce
7 1 (0.64%) ServiceNow
7 1 (0.64%) Talend