Data Quality Jobs in England

Data Quality
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Data Quality skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Quality over the 6 months leading up to 20 June 2025, comparing them to the same period in the previous two years.

6 months to
20 Jun 2025
Same period 2024 Same period 2023
Rank 239 174 231
Rank change year-on-year -65 +57 +45
Permanent jobs citing Data Quality 711 1,541 1,266
As % of all permanent jobs advertised in England 1.44% 1.59% 1.56%
As % of the Quality Assurance & Compliance category 8.92% 12.42% 8.57%
Number of salaries quoted 368 1,009 820
10th Percentile £40,963 £35,000 £41,750
25th Percentile £46,750 £50,000 £51,250
Median annual salary (50th Percentile) £60,000 £70,000 £67,500
Median % change year-on-year -14.29% +3.70% +12.50%
75th Percentile £77,500 £95,000 £85,000
90th Percentile £107,500 £122,500 £97,500
UK median annual salary £60,000 £70,000 £65,000
% change year-on-year -14.29% +7.69% +8.33%

All Quality Assurance and Compliance Skills
England

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 England.

Permanent vacancies with a requirement for quality assurance or compliance skills 7,974 12,405 14,776
As % of all permanent jobs advertised in England 16.16% 12.76% 18.20%
Number of salaries quoted 4,269 8,415 7,483
10th Percentile £30,375 £26,500 £32,200
25th Percentile £42,500 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £52,500 £57,500
Median % change year-on-year +14.29% -8.70% +4.55%
75th Percentile £73,000 £71,250 £76,250
90th Percentile £90,000 £93,750 £93,750
UK median annual salary £60,000 £52,500 £57,500
% change year-on-year +14.29% -8.70% +4.55%

Data Quality
Job Vacancy Trend in England

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

Job vacancy trend for Data Quality in England

Data Quality
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Quality in England.

Salary trend for Data Quality in England

Data Quality
Salary Histogram in England

Salary distribution for jobs citing Data Quality in England over the 6 months to 20 June 2025.

Salary histogram for Data Quality in England

Data Quality
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the England region over the 6 months to 20 June 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London -78 242 £67,500 -25.00% 1,748
North of England -46 166 £55,000 -14.06% 549
South East +36 159 £67,420 +12.37% 440
North West -31 128 £52,000 -30.67% 272
Midlands +32 89 £50,000 -5.66% 321
West Midlands +29 61 £52,500 -6.72% 194
South West +61 30 £66,367 +15.42% 211
Yorkshire +7 29 £57,500 +15.00% 208
East Midlands +38 28 £48,500 +21.10% 127
East of England +7 17 £76,500 +65.24% 232
North East +1 9 £62,500 -2.34% 70
Data Quality
UK

Data Quality
Co-occurring Skills and Capabilities in England 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 77 (10.83%) SharePoint
2 47 (6.61%) Apache Spark
3 32 (4.50%) Apache Airflow
4 31 (4.36%) Apache
5 10 (1.41%) SAS
6 6 (0.84%) Luigi
7 3 (0.42%) ArcGIS
8 2 (0.28%) CMS
8 2 (0.28%) Jupyter
9 1 (0.14%) Confluence
9 1 (0.14%) NetWeaver
Applications
1 82 (11.53%) Microsoft Excel
2 23 (3.23%) Microsoft PowerPoint
3 14 (1.97%) Microsoft Office
4 2 (0.28%) MS Visio
5 1 (0.14%) Spreadsheet
Business Applications
1 39 (5.49%) SAP S/4HANA
2 8 (1.13%) Primavera
3 7 (0.98%) Q-Pulse
4 5 (0.70%) Salesforce CRM
5 3 (0.42%) Dynamics CRM
5 3 (0.42%) Oracle EBS
6 2 (0.28%) Dynamics NAV
6 2 (0.28%) NEC Housing
6 2 (0.28%) Raiser’s Edge
6 2 (0.28%) SAP ERP
7 1 (0.14%) Maximo
7 1 (0.14%) Oracle Applications
7 1 (0.14%) Oracle ERP
7 1 (0.14%) Payment Gateway
7 1 (0.14%) SAP FI
7 1 (0.14%) SAP MDG
7 1 (0.14%) Sparx Enterprise Architect
Cloud Services
1 226 (31.79%) Power Platform
2 221 (31.08%) Azure
3 120 (16.88%) AWS
4 67 (9.42%) Snowflake
5 64 (9.00%) GCP
6 56 (7.88%) Azure Data Factory
7 44 (6.19%) Microsoft Purview
7 44 (6.19%) Power Automate
7 44 (6.19%) PowerApps
8 35 (4.92%) Azure Synapse Analytics
9 33 (4.64%) Collibra
10 25 (3.52%) Azure DevOps
10 25 (3.52%) dbt
10 25 (3.52%) Salesforce Sales Cloud
11 22 (3.09%) Amazon S3
12 17 (2.39%) Serverless
13 16 (2.25%) PaaS
14 14 (1.97%) AWS Lambda
14 14 (1.97%) SaaS
14 14 (1.97%) Salsify
Communications & Networking
1 3 (0.42%) PuTTY
2 1 (0.14%) Intranet
2 1 (0.14%) LTE
Database & Business Intelligence
1 225 (31.65%) Power BI
2 159 (22.36%) Data Warehouse
3 116 (16.32%) Metadata
4 108 (15.19%) Tableau
5 93 (13.08%) Data Lake
6 64 (9.00%) Big Data
7 47 (6.61%) SQL Server
8 37 (5.20%) SQL Server Integration Services
9 29 (4.08%) NoSQL
10 26 (3.66%) Hadoop
11 24 (3.38%) Amazon Redshift
11 24 (3.38%) SQL Server Reporting Services
12 23 (3.23%) Relational Database
13 20 (2.81%) BigQuery
14 17 (2.39%) Azure SQL Database
14 17 (2.39%) Metadata Repository
15 16 (2.25%) PostgreSQL
16 12 (1.69%) Delta Lake
17 11 (1.55%) IBM InfoSphere
17 11 (1.55%) Star Schema
Development Applications
1 22 (3.09%) Git
2 16 (2.25%) JIRA
3 11 (1.55%) SQL Server Management Studio (SSMS)
4 7 (0.98%) Jenkins
5 6 (0.84%) Bitbucket
5 6 (0.84%) ER Studio
6 5 (0.70%) ERwin
7 2 (0.28%) Eclipse
7 2 (0.28%) PowerDesigner
7 2 (0.28%) Visual Studio
8 1 (0.14%) JUnit
8 1 (0.14%) MLflow
8 1 (0.14%) Selenium
8 1 (0.14%) TestComplete
General
1 250 (35.16%) Social Skills
2 228 (32.07%) Finance
3 190 (26.72%) Analytical Skills
4 142 (19.97%) Law
5 72 (10.13%) Marketing
6 44 (6.19%) Banking
7 37 (5.20%) Retail
8 30 (4.22%) Legal
9 27 (3.80%) Presentation Skills
10 24 (3.38%) Public Sector
11 17 (2.39%) Inclusion and Diversity
12 15 (2.11%) Influencing Skills
12 15 (2.11%) Manufacturing
13 13 (1.83%) Organisational Skills
14 11 (1.55%) Advertising
14 11 (1.55%) Military
15 9 (1.27%) Games
16 8 (1.13%) Documentation Skills
16 8 (1.13%) Local Government
17 7 (0.98%) Aviation
Job Titles
1 151 (21.24%) Analyst
2 129 (18.14%) Senior
3 126 (17.72%) Lead
4 125 (17.58%) Data Engineer
5 97 (13.64%) Data Analyst
6 49 (6.89%) Architect
7 47 (6.61%) Senior Data Engineer
8 44 (6.19%) Data Manager
9 33 (4.64%) Developer
10 28 (3.94%) Administrator
10 28 (3.94%) Enterprise Architect
11 26 (3.66%) Procurement Analyst
12 25 (3.52%) Senior Manager
13 24 (3.38%) Financial Analyst
14 23 (3.23%) Systems Analyst
15 21 (2.95%) Salesforce Architect
16 18 (2.53%) Data Architect
16 18 (2.53%) Systems Administrator
17 17 (2.39%) Data Quality Analyst
17 17 (2.39%) Quality Analyst
Libraries, Frameworks & Software Standards
1 37 (5.20%) PySpark
2 34 (4.78%) REST
3 27 (3.80%) Lightning Web Components
4 26 (3.66%) Middleware
4 26 (3.66%) SOAP
5 25 (3.52%) Kafka
6 14 (1.97%) XML
7 11 (1.55%) JSON
7 11 (1.55%) Pandas
8 6 (0.84%) Apache NiFi
8 6 (0.84%) PyArrow
9 4 (0.56%) Dask
9 4 (0.56%) OAuth
9 4 (0.56%) Polars
9 4 (0.56%) PyTorch
9 4 (0.56%) scikit-learn
9 4 (0.56%) TensorFlow
9 4 (0.56%) XGBoost
10 3 (0.42%) Oracle Fusion
10 3 (0.42%) Regular Expression
Miscellaneous
1 100 (14.06%) Management Information System
2 32 (4.50%) Product Ownership
3 30 (4.22%) Data Structures
4 27 (3.80%) FMCG
5 21 (2.95%) Enterprise Software
6 15 (2.11%) Reference Data
6 15 (2.11%) Taxonomies
7 12 (1.69%) Analytical Mindset
8 11 (1.55%) Legacy Systems
8 11 (1.55%) Self-Motivation
9 7 (0.98%) Cloud Native
9 7 (0.98%) Data Protection Act
9 7 (0.98%) e-Learning
10 5 (0.70%) Digital Media
11 4 (0.56%) Algorithms
11 4 (0.56%) Driving Licence
11 4 (0.56%) Linux Command Line
11 4 (0.56%) Mobile App
11 4 (0.56%) Onboarding
11 4 (0.56%) OTC Derivatives
Operating Systems
1 11 (1.55%) Linux
2 10 (1.41%) Unix
3 3 (0.42%) Windows
4 2 (0.28%) Windows Server
Processes & Methodologies
1 314 (44.16%) Analytics
2 303 (42.62%) Data Governance
3 280 (39.38%) Data Management
4 246 (34.60%) Business Intelligence
5 210 (29.54%) Data Modelling
6 190 (26.72%) Data Engineering
7 181 (25.46%) Problem-Solving
8 176 (24.75%) ETL
9 175 (24.61%) Data Analysis
10 172 (24.19%) Decision-Making
11 147 (20.68%) Data Pipeline
12 136 (19.13%) Visualisation
13 134 (18.85%) Agile
14 129 (18.14%) Data Science
15 122 (17.16%) Continuous Improvement
16 112 (15.75%) Mentoring
17 109 (15.33%) Data Analytics
18 104 (14.63%) Data Integration
19 103 (14.49%) Data Strategy
20 102 (14.35%) Stakeholder Management
Programming Languages
1 300 (42.19%) SQL
2 187 (26.30%) Python
3 27 (3.80%) Apex Code
4 22 (3.09%) T-SQL
5 20 (2.81%) R
6 19 (2.67%) Scala
7 15 (2.11%) C#
7 15 (2.11%) Java
8 14 (1.97%) Data Analysis Expressions
9 12 (1.69%) PL/SQL
10 11 (1.55%) PowerShell
11 9 (1.27%) JavaScript
12 8 (1.13%) Bash
13 7 (0.98%) SPARQL
14 4 (0.56%) SOQL
15 3 (0.42%) PROC SQL
16 2 (0.28%) Go
16 2 (0.28%) Ruby
16 2 (0.28%) SHACL
17 1 (0.14%) C++
Qualifications
1 233 (32.77%) Degree
2 56 (7.88%) Master's Degree
3 54 (7.59%) Computer Science Degree
4 49 (6.89%) BPSS Clearance
5 34 (4.78%) ACCA
5 34 (4.78%) CIMA
6 26 (3.66%) Security Cleared
7 19 (2.67%) Azure Certification
8 17 (2.39%) MBA
9 16 (2.25%) CCAB
10 15 (2.11%) SC Cleared
11 11 (1.55%) DBS Check
12 7 (0.98%) PhD
13 6 (0.84%) AWS Certification
14 5 (0.70%) Numerate Degree
15 3 (0.42%) PMI Certification
15 3 (0.42%) PMP
16 2 (0.28%) DV Cleared
16 2 (0.28%) HNC
16 2 (0.28%) Microsoft Certification
Quality Assurance & Compliance
1 77 (10.83%) Accessibility
2 68 (9.56%) QA
3 49 (6.89%) GDPR
4 6 (0.84%) California Consumer Privacy Act
5 4 (0.56%) Actionable Recommendations
5 4 (0.56%) MiFID
6 3 (0.42%) Cyber Essentials
6 3 (0.42%) PMO
7 1 (0.14%) COBIT
7 1 (0.14%) Dodd-Frank
7 1 (0.14%) EMIR
7 1 (0.14%) GRC
7 1 (0.14%) ITGC
7 1 (0.14%) Sarbanes-Oxley
7 1 (0.14%) SLA
7 1 (0.14%) Solvency II
System Software
1 16 (2.25%) Docker
2 12 (1.69%) HDFS
3 4 (0.56%) Active Directory
3 4 (0.56%) zsh
4 3 (0.42%) Apache Flume
4 3 (0.42%) Virtual Machines
Systems Management
1 22 (3.09%) Kubernetes
2 15 (2.11%) Terraform
3 4 (0.56%) Single Sign-On
4 3 (0.42%) Kibana
4 3 (0.42%) logstash
4 3 (0.42%) Oozie
5 2 (0.28%) Hadoop YARN
6 1 (0.14%) Kubeflow
6 1 (0.14%) Matomo
6 1 (0.14%) Oracle RMAN
Vendors
1 136 (19.13%) Microsoft
2 90 (12.66%) SAP
3 82 (11.53%) Databricks
4 51 (7.17%) Informatica
5 44 (6.19%) Salesforce
6 30 (4.22%) Google
6 30 (4.22%) ServiceNow
7 22 (3.09%) Oracle
8 21 (2.95%) Salesforce Marketing Cloud
9 14 (1.97%) IBM
10 11 (1.55%) Capita
10 11 (1.55%) Talend
11 6 (0.84%) Red Hat
12 5 (0.70%) Alteryx
13 4 (0.56%) Cloudera
13 4 (0.56%) MicroStrategy
13 4 (0.56%) StreamSets
14 3 (0.42%) Cognos
14 3 (0.42%) GoldenSource
14 3 (0.42%) Xero
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