Data Validation Job Trends

Data Validation
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Data Validation skills. It covers permanent job vacancies from the 6 months leading up to 13 January 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jan 2026
Same period 2025 Same period 2024
Rank 534 633 605
Rank change year-on-year +99 -28 +217
Permanent jobs citing Data Validation 117 79 132
As % of all permanent jobs in the UK 0.20% 0.15% 0.24%
As % of the Processes & Methodologies category 0.24% 0.16% 0.26%
Number of salaries quoted 68 34 80
10th Percentile £32,500 £34,000 £35,000
25th Percentile £41,250 £41,263 £48,500
Median annual salary (50th Percentile) £59,000 £61,250 £58,750
Median % change year-on-year -3.67% +4.26% +2.17%
75th Percentile £74,375 £73,886 £72,433
90th Percentile £88,250 £94,125 £76,250
UK excluding London median annual salary £52,500 £55,000 £70,000
% change year-on-year -4.55% -21.43% +33.33%

All Process & Methodology Skills
UK

Data Validation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 48,315 48,345 50,335
As % of all permanent jobs advertised in the UK 81.00% 90.62% 89.96%
Number of salaries quoted 28,473 23,469 38,401
10th Percentile £28,500 £35,000 £31,250
25th Percentile £37,500 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £78,000
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £52,000
% change year-on-year -9.09% +5.77% -5.45%

Data Validation
Job Vacancy Trend

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

Data Validation job vacancy trend in the UK

Data Validation
Salary Trend

Salary distribution trend for jobs in the UK citing Data Validation.

Salary distribution trend for jobs in the UK citing Data Validation

Data Validation
Salary Histogram

Salary distribution for jobs citing Data Validation over the 6 months to 13 January 2026.

Salary histogram for Data Validation in the UK

Data Validation
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Validation within the UK over the 6 months to 13 January 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
England +112 113 £58,000 -3.33% 56
UK excluding London +73 62 £52,500 -4.55% 38
London +91 53 £72,500 +9.43% 25
Work from Home +75 32 £50,000 -29.57% 33
Midlands +29 21 £35,000 +2.94% 5
South East +20 15 £63,920 +41.82% 17
East Midlands +2 12 £42,500 +41.67% 2
East of England +23 9 £72,500 - 2
West Midlands +17 9 £35,000 -26.32% 3
North of England +34 8 £52,617 +15.64% 13
South West +9 6 £77,500 +7.65% 1
North West +31 4 £65,000 +42.86% 3
Yorkshire - 3 £42,500 - 9
Northern Ireland - 2 - -
North East +4 1 - - 2
Scotland - 1 £60,000 - 1

Data Validation
Co-Occurring Skills & Capabilities 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 9 (7.69%) Appian
2 3 (2.56%) Apache Airflow
2 3 (2.56%) Confluence
2 3 (2.56%) Jupyter
3 2 (1.71%) SharePoint
4 1 (0.85%) Apache
4 1 (0.85%) Apache Spark
Applications
1 10 (8.55%) Microsoft Excel
2 5 (4.27%) Microsoft Office
3 3 (2.56%) Microsoft PowerPoint
4 2 (1.71%) MS Visio
5 1 (0.85%) Oracle Smart View
Business Applications
1 4 (3.42%) Oracle Procure-to-Pay
1 4 (3.42%) SAP BPC
1 4 (3.42%) SAP S/4HANA
2 3 (2.56%) Oracle Assets
2 3 (2.56%) Oracle Cash Management
2 3 (2.56%) Oracle ERP
2 3 (2.56%) Oracle General Ledger
2 3 (2.56%) Oracle Payables
2 3 (2.56%) Oracle Receivables
2 3 (2.56%) SAP CX
3 2 (1.71%) IBM Planning Analytics
4 1 (0.85%) Aladdin
4 1 (0.85%) Dynamics CRM
4 1 (0.85%) NetSuite
4 1 (0.85%) Oracle Financials
4 1 (0.85%) SAP Business One
4 1 (0.85%) Shopify
Cloud Services
1 34 (29.06%) Azure
2 17 (14.53%) Power Platform
3 12 (10.26%) Azure Data Factory
3 12 (10.26%) Azure DevOps
4 10 (8.55%) Power Automate
5 9 (7.69%) Anthropic Claude
5 9 (7.69%) AWS
5 9 (7.69%) Azure AI
6 8 (6.84%) SaaS
7 5 (4.27%) Snowflake
8 3 (2.56%) Amazon S3
8 3 (2.56%) Azure Synapse Analytics
8 3 (2.56%) dbt
8 3 (2.56%) Microsoft Purview
8 3 (2.56%) OCI
9 2 (1.71%) AWS Lambda
9 2 (1.71%) Dagster
9 2 (1.71%) Dynamics 365
9 2 (1.71%) Prefect
9 2 (1.71%) Serverless
Communications & Networking
1 1 (0.85%) Intranet
Database & Business Intelligence
1 18 (15.38%) SQL Server
2 16 (13.68%) Power BI
3 13 (11.11%) Oracle Reports
4 10 (8.55%) Data Warehouse
5 9 (7.69%) Pinecone
5 9 (7.69%) Tableau
6 6 (5.13%) BigQuery
6 6 (5.13%) Metadata
6 6 (5.13%) Relational Database
7 5 (4.27%) Data Lake
8 3 (2.56%) NoSQL
8 3 (2.56%) PostgreSQL
9 2 (1.71%) Azure SQL Database
9 2 (1.71%) BusinessObjects
9 2 (1.71%) DB2
9 2 (1.71%) Oracle Database
10 1 (0.85%) Amazon Redshift
10 1 (0.85%) Oracle BI Publisher
10 1 (0.85%) Parquet
10 1 (0.85%) SAP Data Services
Development Applications
1 12 (10.26%) JIRA
1 12 (10.26%) Postman
2 9 (7.69%) MLflow
3 8 (6.84%) SoapUI
4 5 (4.27%) Cucumber
4 5 (4.27%) Eclipse
4 5 (4.27%) Git
4 5 (4.27%) Jenkins
4 5 (4.27%) Selenium
5 4 (3.42%) GitLab
5 4 (3.42%) TestRail
6 3 (2.56%) JMeter
6 3 (2.56%) LoadRunner
6 3 (2.56%) REST Assured
7 2 (1.71%) SpecFlow
7 2 (1.71%) SQL Server Management Studio (SSMS)
7 2 (1.71%) TestDirector
7 2 (1.71%) Zephyr
8 1 (0.85%) JUnit
8 1 (0.85%) Visual Studio
General
1 55 (47.01%) Finance
2 45 (38.46%) Social Skills
3 26 (22.22%) Analytical Skills
4 15 (12.82%) Law
5 12 (10.26%) Documentation Skills
6 9 (7.69%) Marketing
7 8 (6.84%) Games
8 7 (5.98%) Public Sector
9 6 (5.13%) Inclusion and Diversity
10 5 (4.27%) Manufacturing
11 4 (3.42%) Banking
11 4 (3.42%) Legal
12 3 (2.56%) Billing
12 3 (2.56%) Electronics
12 3 (2.56%) Telecoms
13 2 (1.71%) Back Office
13 2 (1.71%) Presentation Skills
13 2 (1.71%) Retail
14 1 (0.85%) Automotive
14 1 (0.85%) Investment Banking
Job Titles
1 33 (28.21%) Analyst
2 24 (20.51%) Lead
3 12 (10.26%) Data Analyst
3 12 (10.26%) Oracle Analyst
4 11 (9.40%) Junior
4 11 (9.40%) Junior Analyst
5 10 (8.55%) Automation Engineer
5 10 (8.55%) Junior Support Analyst
5 10 (8.55%) Oracle Payroll Analyst
5 10 (8.55%) Oracle Payroll Support
5 10 (8.55%) Oracle Support Analyst
5 10 (8.55%) Senior
5 10 (8.55%) Support Analyst
6 9 (7.69%) Artificial Intelligence Engineer
6 9 (7.69%) Data Engineer
7 8 (6.84%) Developer
8 7 (5.98%) Data Quality Analyst
8 7 (5.98%) Quality Analyst
9 6 (5.13%) QA Leader
9 6 (5.13%) Senior Developer
Libraries, Frameworks & Software Standards
1 19 (16.24%) REST
2 16 (13.68%) Pandas
3 13 (11.11%) FastAPI
3 13 (11.11%) NumPy
3 13 (11.11%) pytest
4 12 (10.26%) Flask
4 12 (10.26%) scikit-learn
5 10 (8.55%) JSON
5 10 (8.55%) RESTful
5 10 (8.55%) Swagger
6 9 (7.69%) Django
6 9 (7.69%) Faiss
6 9 (7.69%) Hugging Face
6 9 (7.69%) JWT
6 9 (7.69%) OAuth
6 9 (7.69%) OpenAPI
6 9 (7.69%) PyTorch
6 9 (7.69%) TensorFlow
6 9 (7.69%) Web Services
7 8 (6.84%) XML
Miscellaneous
1 13 (11.11%) Legacy Systems
2 9 (7.69%) Low-Code
3 8 (6.84%) Data Structures
4 6 (5.13%) Onboarding
5 5 (4.27%) Reinsurance
6 4 (3.42%) Cloud Native
6 4 (3.42%) Foreign Exchange (FX)
6 4 (3.42%) Management Information System
6 4 (3.42%) Semantic Web
7 3 (2.56%) Reference Data
8 2 (1.71%) Analytical Mindset
8 2 (1.71%) Data Protection Act
8 2 (1.71%) Product Ownership
9 1 (0.85%) Derivative
9 1 (0.85%) Distributed Computing
9 1 (0.85%) Equities
9 1 (0.85%) Fixed Income
9 1 (0.85%) Greenfield Project
9 1 (0.85%) Linked Data
9 1 (0.85%) W3C
Operating Systems
1 1 (0.85%) Windows
Processes & Methodologies
1 117 (100.00%) Validation
2 42 (35.90%) ETL
3 27 (23.08%) Problem-Solving
4 26 (22.22%) CI/CD
4 26 (22.22%) Test Automation
5 25 (21.37%) Agile
6 24 (20.51%) User Acceptance Testing
7 23 (19.66%) Data Cleansing
8 21 (17.95%) Stakeholder Management
9 20 (17.09%) Data Engineering
9 20 (17.09%) ERP
10 18 (15.38%) Data Pipeline
10 18 (15.38%) Migration
11 17 (14.53%) Business Intelligence
11 17 (14.53%) Data Modelling
11 17 (14.53%) DevOps
12 16 (13.68%) Data Analysis
13 15 (12.82%) AI
13 15 (12.82%) Analytics
14 14 (11.97%) API Testing
Programming Languages
1 80 (68.38%) SQL
2 35 (29.91%) Python
3 3 (2.56%) Bicep
3 3 (2.56%) Java
4 2 (1.71%) Data Analysis Expressions
4 2 (1.71%) PL/SQL
4 2 (1.71%) PowerShell
5 1 (0.85%) C#
5 1 (0.85%) JavaScript
5 1 (0.85%) Perl
5 1 (0.85%) SHACL
5 1 (0.85%) SPARQL
5 1 (0.85%) T-SQL
5 1 (0.85%) TypeScript
Qualifications
1 12 (10.26%) Degree
2 10 (8.55%) Security Cleared
3 6 (5.13%) ACCA
3 6 (5.13%) CIMA
3 6 (5.13%) SC Cleared
4 5 (4.27%) ISTQB
5 2 (1.71%) Computer Science Degree
5 2 (1.71%) DV Cleared
5 2 (1.71%) SAP Certification
6 1 (0.85%) AWS Certification
6 1 (0.85%) AWS Certified Solutions Architect
6 1 (0.85%) ISTQB Advanced Certification
6 1 (0.85%) ISTQB Foundation Certification
6 1 (0.85%) Master's Degree
6 1 (0.85%) Numerate Degree
6 1 (0.85%) Oracle Certification
Quality Assurance & Compliance
1 41 (35.04%) Data Quality
2 27 (23.08%) QA
3 4 (3.42%) Sarbanes-Oxley
4 3 (2.56%) Accessibility
4 3 (2.56%) GDPR
5 1 (0.85%) GAAP
5 1 (0.85%) IFRS
5 1 (0.85%) IFRS 17
5 1 (0.85%) PCI DSS
System Software
1 13 (11.11%) Docker
Systems Management
1 11 (9.40%) Kubernetes
2 1 (0.85%) Control-M
2 1 (0.85%) Kibana
Vendors
1 23 (19.66%) Oracle
2 18 (15.38%) SAP
3 9 (7.69%) Automation Anywhere
3 9 (7.69%) OpenAI
3 9 (7.69%) UiPath
4 8 (6.84%) Microsoft
5 5 (4.27%) ServiceNow
6 3 (2.56%) Aderant
6 3 (2.56%) Databricks
6 3 (2.56%) Intapp
7 2 (1.71%) Alteryx
7 2 (1.71%) CODA
7 2 (1.71%) Cognos
8 1 (0.85%) Charles River
8 1 (0.85%) Dynatrace
8 1 (0.85%) Foundry
8 1 (0.85%) Magma
8 1 (0.85%) Murex
8 1 (0.85%) Palantir