Validation
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Validation skills. It covers permanent job vacancies from the 6 months leading up to 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 117 91 208
Rank change year-on-year -26 +117 -11
Permanent jobs citing Validation 1,571 1,617 1,396
As % of all permanent jobs in the UK 1.63% 3.45% 1.32%
As % of the Processes & Methodologies category 2.21% 3.77% 1.61%
Number of salaries quoted 945 465 755
10th Percentile £36,250 £40,000 £35,500
25th Percentile £42,500 £46,250 £41,250
Median annual salary (50th Percentile) £55,000 £57,000 £55,000
Median % change year-on-year -3.51% +3.64% -12.00%
75th Percentile £75,000 £71,250 £72,433
90th Percentile £88,750 £95,000 £85,000
UK excluding London median annual salary £53,000 £55,000 £52,500
% change year-on-year -3.64% +4.76% -4.62%

All Process & Methodology Skills
UK

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 71,035 42,845 86,740
As % of all permanent jobs advertised in the UK 73.51% 91.34% 82.14%
Number of salaries quoted 49,086 23,535 61,317
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,500 £50,000 £50,000
% change year-on-year +7.00% - -9.09%

Validation
Job Vacancy Trend

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

Validation job vacancy trend in the UK

Validation
Salary Trend

Salary distribution trend for jobs in the UK citing Validation.

Salary distribution trend for jobs in the UK citing Validation

Validation
Salary Histogram

Salary distribution for jobs citing Validation over the 6 months to 2 July 2026.

Salary histogram for Validation in the UK

Validation
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Validation within the UK over the 6 months to 2 July 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 -33 1,421 £55,000 -3.51% 1,181
UK excluding London -52 1,055 £53,000 -3.64% 837
Work from Home +115 510 £55,000 -8.33% 496
London +73 403 £75,000 - 468
South East -39 318 £55,000 - 274
North of England +83 288 £55,000 +15.35% 174
North West +78 182 £55,000 +15.35% 96
Midlands -78 165 £41,250 -25.00% 130
South West -38 111 £53,000 -3.64% 120
East of England -73 110 £60,000 +5.26% 94
West Midlands -7 95 £44,000 -29.60% 62
East Midlands -77 68 £30,000 -36.84% 68
Yorkshire -2 61 £44,000 +5.39% 50
North East -13 45 £55,000 +15.79% 28
Scotland 0 42 £48,000 -17.29% 45
Wales -31 21 £47,500 -17.39% 10
Northern Ireland -43 2 - - 10

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 52 (3.31%) Apache Airflow
2 48 (3.06%) Apache Spark
3 46 (2.93%) Apache
4 26 (1.65%) Confluence
5 21 (1.34%) ArcGIS
5 21 (1.34%) SharePoint
6 15 (0.95%) Microsoft Exchange
7 12 (0.76%) Jupyter
8 10 (0.64%) SAS
9 5 (0.32%) Adobe Experience Manager
9 5 (0.32%) Appian
10 4 (0.25%) CMS
10 4 (0.25%) Kinematics
11 3 (0.19%) Artix
12 2 (0.13%) IIS
13 1 (0.064%) Oracle Workflow
13 1 (0.064%) Palantir Foundry
Applications
1 87 (5.54%) Microsoft Excel
2 46 (2.93%) Microsoft Office
3 24 (1.53%) Microsoft Project
4 20 (1.27%) MS Visio
5 18 (1.15%) Simulink
6 15 (0.95%) Microsoft PowerPoint
7 8 (0.51%) SOLIDWORKS
7 8 (0.51%) Spreadsheet
8 5 (0.32%) AutoCAD
9 4 (0.25%) Adobe XD
9 4 (0.25%) CANalyzer
9 4 (0.25%) Sketch
10 3 (0.19%) Adobe Creative Suite
10 3 (0.19%) Autodesk Inventor
10 3 (0.19%) Productboard
10 3 (0.19%) Solid Edge
10 3 (0.19%) Stateflow
11 1 (0.064%) CATIA
11 1 (0.064%) Chatbot
11 1 (0.064%) Revit
Business Applications
1 44 (2.80%) SAP S/4HANA
2 42 (2.67%) Dynamics CRM
3 11 (0.70%) SAP MDG
4 10 (0.64%) SAP ERP
5 9 (0.57%) Oracle EBS
6 8 (0.51%) iTrent
6 8 (0.51%) Oracle ERP
7 6 (0.38%) Elite 3E
8 5 (0.32%) Loan IQ
8 5 (0.32%) Oracle Applications
8 5 (0.32%) Oracle Financials
8 5 (0.32%) SAP MDG-BP
9 2 (0.13%) FastStats
9 2 (0.13%) NetSuite
9 2 (0.13%) SAP Business One
9 2 (0.13%) SAP EWM
9 2 (0.13%) SAP FSCM
9 2 (0.13%) SAP MM
9 2 (0.13%) SAP PSCD
9 2 (0.13%) SAP WM
Cloud Services
1 230 (14.64%) Azure
2 200 (12.73%) AWS
3 151 (9.61%) Power Platform
4 81 (5.16%) GCP
5 77 (4.90%) SaaS
6 63 (4.01%) Azure DevOps
7 43 (2.74%) Serverless
8 41 (2.61%) GitHub
8 41 (2.61%) Microsoft 365
9 37 (2.36%) Amazon S3
10 35 (2.23%) Dynamics 365
11 26 (1.65%) Azure Data Factory
12 22 (1.40%) Snowflake
13 21 (1.34%) Entra ID
13 21 (1.34%) GitHub Actions
14 18 (1.15%) Power Automate
15 17 (1.08%) dbt
16 16 (1.02%) Amazon EC2
16 16 (1.02%) Amazon EMR
17 15 (0.95%) OpenShift
Communications & Networking
1 71 (4.52%) Broadband
2 46 (2.93%) Firewall
3 33 (2.10%) DNS
4 23 (1.46%) Wireless
5 22 (1.40%) TCP/IP
6 20 (1.27%) WAN
7 17 (1.08%) CHAP
8 16 (1.02%) Network Security
9 15 (0.95%) VPN
10 14 (0.89%) SD-WAN
11 12 (0.76%) 5G
11 12 (0.76%) Wi-Fi
11 12 (0.76%) Wireshark
12 11 (0.70%) Ethernet
12 11 (0.70%) HTTP
12 11 (0.70%) MQTT
13 10 (0.64%) LAN
14 9 (0.57%) NAS
15 7 (0.45%) ATM
15 7 (0.45%) Multicast
Database & Business Intelligence
1 142 (9.04%) Power BI
2 56 (3.56%) PostgreSQL
2 56 (3.56%) Tableau
3 53 (3.37%) SQL Server
4 49 (3.12%) Data Warehouse
5 35 (2.23%) Metadata
6 34 (2.16%) MongoDB
7 30 (1.91%) Relational Database
8 27 (1.72%) BigQuery
9 26 (1.65%) Data Lake
10 25 (1.59%) QGIS
11 24 (1.53%) Semantic Layer
12 23 (1.46%) Azure SQL Database
12 23 (1.46%) GIS
13 20 (1.27%) Spatial Data
14 19 (1.21%) Spark SQL
15 18 (1.15%) Amazon Athena
15 18 (1.15%) DynamoDB
16 17 (1.08%) MySQL
16 17 (1.08%) Oracle Database
Development Applications
1 85 (5.41%) JIRA
2 76 (4.84%) Git
3 50 (3.18%) Jenkins
4 40 (2.55%) GitLab
5 28 (1.78%) Rational DOORS
6 22 (1.40%) Snyk
7 17 (1.08%) LabVIEW
7 17 (1.08%) Selenium
8 16 (1.02%) Postman
9 13 (0.83%) IBM UrbanCode
10 12 (0.76%) Cypress.io
10 12 (0.76%) JMeter
11 11 (0.70%) Cucumber
12 10 (0.64%) TeamCity
13 9 (0.57%) Eclipse
13 9 (0.57%) MLflow
14 7 (0.45%) Burp Suite
14 7 (0.45%) Rational Rhapsody
14 7 (0.45%) REST Assured
15 6 (0.38%) Zephyr
General
1 510 (32.46%) Social Skills
2 422 (26.86%) Finance
3 345 (21.96%) Analytical Skills
4 117 (7.45%) Aerospace
5 116 (7.38%) Manufacturing
6 108 (6.87%) Electronics
7 94 (5.98%) Inclusion and Diversity
8 93 (5.92%) Banking
9 62 (3.95%) Public Sector
9 62 (3.95%) Retail
10 52 (3.31%) Law
10 52 (3.31%) Legal
11 49 (3.12%) Organisational Skills
12 47 (2.99%) Pharmaceutical
13 42 (2.67%) Games
13 42 (2.67%) Marketing
14 39 (2.48%) Automotive
15 32 (2.04%) Financial Institution
16 28 (1.78%) Documentation Skills
17 23 (1.46%) Presentation Skills
Job Titles
1 273 (17.38%) Senior
2 244 (15.53%) Analyst
3 128 (8.15%) Systems Engineer
4 123 (7.83%) Lead
5 102 (6.49%) Architect
6 100 (6.37%) Test Engineer
7 83 (5.28%) Validation Engineer
8 82 (5.22%) Data Engineer
9 79 (5.03%) Business Analyst
10 72 (4.58%) Consultant
10 72 (4.58%) Developer
11 70 (4.46%) Data Analyst
12 44 (2.80%) Embedded Engineer
13 42 (2.67%) Principal Engineer
14 40 (2.55%) Integration Engineer
14 40 (2.55%) IT Manager
14 40 (2.55%) Support Engineer
15 39 (2.48%) Senior Systems Engineer
16 36 (2.29%) Software Engineer
17 35 (2.23%) Security Architect
Libraries, Frameworks & Software Standards
1 45 (2.86%) RESTful
2 37 (2.36%) REST
3 35 (2.23%) JSON
3 35 (2.23%) PySpark
4 34 (2.16%) Node.js
5 33 (2.10%) PyTorch
6 30 (1.91%) Kafka
7 27 (1.72%) XML
8 25 (1.59%) .NET
8 25 (1.59%) Pandas
9 24 (1.53%) Middleware
10 21 (1.34%) Playwright
11 20 (1.27%) pytest
12 18 (1.15%) Regular Expression
12 18 (1.15%) XMPP
13 17 (1.08%) CSS
13 17 (1.08%) Swagger
14 16 (1.02%) HTML
15 15 (0.95%) React
16 14 (0.89%) FastAPI
Miscellaneous
1 98 (6.24%) Cloud Native
2 81 (5.16%) Onboarding
3 73 (4.65%) Data Structures
4 67 (4.26%) Management Information System
5 61 (3.88%) Algorithms
6 49 (3.12%) Product Ownership
7 48 (3.06%) Low-Code
8 44 (2.80%) Embedded Systems
9 41 (2.61%) Driving Licence
10 36 (2.29%) Data Centre
11 35 (2.23%) Distributed Systems
11 35 (2.23%) Enterprise Software
11 35 (2.23%) Self-Motivation
12 33 (2.10%) Analytical Mindset
13 32 (2.04%) Legacy Systems
14 31 (1.97%) Video\Live Streaming
15 28 (1.78%) Life Science
16 24 (1.53%) FPGA
16 24 (1.53%) Robotics
17 19 (1.21%) PKI
Operating Systems
1 105 (6.68%) Linux
2 73 (4.65%) Windows
3 29 (1.85%) Windows Server
4 25 (1.59%) Red Hat Enterprise Linux
5 23 (1.46%) Unix
6 7 (0.45%) Android
7 4 (0.25%) FreeRTOS
7 4 (0.25%) Kali Linux
7 4 (0.25%) Mac OS X
7 4 (0.25%) Robot Operating System
8 3 (0.19%) AIX
8 3 (0.19%) Apple iOS
8 3 (0.19%) Embedded Linux
9 2 (0.13%) CentOS
9 2 (0.13%) Mac OS
9 2 (0.13%) ThreadX
10 1 (0.064%) Rocky
10 1 (0.064%) Ubuntu
10 1 (0.064%) VxWorks
10 1 (0.064%) Windows Server 2019
Processes & Methodologies
1 344 (21.90%) Problem-Solving
2 334 (21.26%) Continuous Improvement
3 329 (20.94%) Agile
4 281 (17.89%) AI
5 249 (15.85%) CI/CD
6 224 (14.26%) Analytics
7 220 (14.00%) Test Automation
8 192 (12.22%) Migration
9 176 (11.20%) Stakeholder Management
10 175 (11.14%) Verification and Validation
11 172 (10.95%) Business Intelligence
11 172 (10.95%) Data Validation
12 163 (10.38%) DevOps
13 158 (10.06%) Data Modelling
14 154 (9.80%) Mentoring
14 154 (9.80%) Software Engineering
15 153 (9.74%) Decision-Making
16 152 (9.68%) Data Analysis
17 147 (9.36%) Collaborative Working
18 146 (9.29%) Machine Learning
Programming Languages
1 402 (25.59%) Python
2 330 (21.01%) SQL
3 71 (4.52%) C++
4 69 (4.39%) C
5 67 (4.26%) Java
6 50 (3.18%) Go
7 46 (2.93%) C#
8 36 (2.29%) JavaScript
9 32 (2.04%) MATLAB
10 27 (1.72%) Bash
11 24 (1.53%) PowerShell
11 24 (1.53%) T-SQL
12 21 (1.34%) Embedded C
13 18 (1.15%) Embedded C++
14 16 (1.02%) Data Analysis Expressions
15 15 (0.95%) TypeScript
16 14 (0.89%) Scala
17 10 (0.64%) ABAP
18 9 (0.57%) VBA
19 7 (0.45%) VBScript
Qualifications
1 298 (18.97%) Degree
2 174 (11.08%) Security Cleared
3 108 (6.87%) BPSS Clearance
4 80 (5.09%) SC Cleared
5 75 (4.77%) Master's Degree
6 47 (2.99%) DV Cleared
7 41 (2.61%) Computer Science Degree
8 33 (2.10%) Chartered Engineer
9 28 (1.78%) HNC
10 27 (1.72%) CISA
10 27 (1.72%) CISSP
10 27 (1.72%) SANS
11 24 (1.53%) CISM
12 21 (1.34%) HND
13 20 (1.27%) ACCA
13 20 (1.27%) CIMA
14 17 (1.08%) CGEIT
14 17 (1.08%) FFIEC
14 17 (1.08%) PMI Certification
15 14 (0.89%) PMP
Quality Assurance & Compliance
1 262 (16.68%) Data Quality
2 195 (12.41%) QA
3 63 (4.01%) Accessibility
4 54 (3.44%) GDPR
5 39 (2.48%) GRC
6 26 (1.65%) ISO/IEC 27001
7 22 (1.40%) IEC 61508
8 21 (1.34%) NIST
9 19 (1.21%) ISO/IEC 15288
10 18 (1.15%) IFRS
11 17 (1.08%) COBIT
11 17 (1.08%) ISO 9001
12 16 (1.02%) PMO
13 14 (0.89%) SLA
14 13 (0.83%) GAAP
14 13 (0.83%) ISO 26262
15 12 (0.76%) WCAG
16 11 (0.70%) SOC 2
17 10 (0.64%) GxP
18 9 (0.57%) GMP
System Software
1 72 (4.58%) Docker
2 48 (3.06%) Firmware
3 37 (2.36%) Active Directory
4 22 (1.40%) Embedded Firmware
4 22 (1.40%) Virtual Machines
5 20 (1.27%) vSphere
6 15 (0.95%) VMware Infrastructure
7 6 (0.38%) KVM
8 5 (0.32%) Hyper-V
9 2 (0.13%) Terminal Services
9 2 (0.13%) VMware ESXi
Systems Management
1 72 (4.58%) Kubernetes
2 67 (4.26%) Terraform
3 34 (2.16%) Grafana
4 23 (1.46%) Functional Safety
5 21 (1.34%) Ansible
6 16 (1.02%) Prometheus
7 12 (0.76%) Puppet
8 10 (0.64%) Cilium
9 7 (0.45%) Computer Emergency Response Teams
9 7 (0.45%) Kibana
10 6 (0.38%) SCCM
11 3 (0.19%) Argo
11 3 (0.19%) FortiGate
11 3 (0.19%) HP Fortify
11 3 (0.19%) Rancher
11 3 (0.19%) yum
12 2 (0.13%) BMC PATROL
12 2 (0.13%) Computer Incident Response Team
12 2 (0.13%) Nessus
12 2 (0.13%) Nmap
Vendors
1 197 (12.54%) Microsoft
2 99 (6.30%) SAP
3 88 (5.60%) Oracle
4 51 (3.25%) Salesforce
5 41 (2.61%) Databricks
6 34 (2.16%) Red Hat
7 33 (2.10%) ServiceNow
7 33 (2.10%) VMware
8 29 (1.85%) CrowdStrike
9 26 (1.65%) Google
10 24 (1.53%) Cisco
11 23 (1.46%) Palo Alto
12 22 (1.40%) Tenable
13 20 (1.27%) Adobe
14 16 (1.02%) Foundry
15 14 (0.89%) Citrix
15 14 (0.89%) McAfee
16 12 (0.76%) OpenAI
17 10 (0.64%) EMC
18 9 (0.57%) IBM