AI
UK

The table below provides summary statistics and salary benchmarking for jobs requiring AI skills. It covers permanent job vacancies from the 6 months leading up to 20 July 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 8 13 47
Rank change year-on-year +5 +34 +63
Permanent jobs citing AI 8,273 4,931 4,319
As % of all permanent jobs in the UK 8.28% 10.00% 4.49%
As % of the Processes & Methodologies category 11.26% 11.10% 5.47%
Number of salaries quoted 4,567 1,562 1,969
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £52,500
Median annual salary (50th Percentile) £70,000 £66,295 £70,000
Median % change year-on-year +5.59% -5.29% -6.67%
75th Percentile £95,000 £96,250 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,908 £64,550
% change year-on-year -2.20% -0.99% -1.22%

All Process & Methodology Skills
UK

AI 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 73,502 44,419 78,905
As % of all permanent jobs advertised in the UK 73.60% 90.05% 82.05%
Number of salaries quoted 50,918 25,002 54,550
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £56,500 £55,000
Median % change year-on-year +6.19% +2.73% -8.79%
75th Percentile £78,750 £76,250 £73,250
90th Percentile £100,000 £98,474 £93,750
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -9.09%

AI
Job Vacancy Trend

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

AI job vacancy trend in the UK

AI
Salary Trend

Salary distribution trend for jobs in the UK citing AI.

Salary distribution trend for jobs in the UK citing AI

AI
Salary Histogram

Salary distribution for jobs citing AI over the 6 months to 20 July 2026.

Salary histogram for AI in the UK

AI
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AI within the UK over the 6 months to 20 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 +7 7,403 £70,000 +5.52% 4,354
UK excluding London -5 4,903 £62,500 -2.20% 1,938
London +15 2,839 £85,000 -5.56% 2,899
Work from Home -1 2,603 £70,000 +5.90% 1,710
North of England +11 1,518 £67,500 +22.73% 494
South East -2 1,099 £60,000 +33.33% 664
Midlands -8 769 £55,000 -8.33% 229
North West +25 753 £70,000 +16.67% 312
Yorkshire 0 546 £65,000 +114.43% 136
South West +3 544 £62,500 +4.17% 173
East of England +18 509 £60,000 -9.38% 182
West Midlands -5 490 £59,764 -0.39% 150
East Midlands -18 278 £52,500 -16.00% 79
Scotland -5 230 £70,000 +7.69% 130
North East 0 219 £65,000 +106.35% 49
Wales +15 160 £60,000 +9.09% 50
Northern Ireland +3 103 £74,830 -14.48% 49

AI
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
1 165 (1.99%) SharePoint
2 113 (1.37%) Apache Airflow
2 113 (1.37%) Apache Spark
3 76 (0.92%) CMS
4 73 (0.88%) Confluence
5 66 (0.80%) Jupyter
6 62 (0.75%) Apache
7 48 (0.58%) Microsoft Exchange
8 37 (0.45%) WordPress
9 31 (0.37%) SAS
10 25 (0.30%) ArcGIS
10 25 (0.30%) Palantir Foundry
11 9 (0.11%) Sitecore CMS
12 8 (0.097%) Camunda
13 7 (0.085%) Headless CMS
14 5 (0.060%) Adobe Experience Manager
14 5 (0.060%) Apache Pig
14 5 (0.060%) ColdFusion
14 5 (0.060%) Oracle Workflow
15 3 (0.036%) Oracle SOA Suite
Applications
1 938 (11.34%) Microsoft Excel
2 130 (1.57%) Chatbot
3 70 (0.85%) Microsoft Office
4 47 (0.57%) Microsoft PowerPoint
5 44 (0.53%) UserZoom
6 24 (0.29%) MS Visio
7 21 (0.25%) Spreadsheet
8 18 (0.22%) Adobe After Effects
8 18 (0.22%) Adobe Creative Suite
9 17 (0.21%) Adobe Illustrator
9 17 (0.21%) Photoshop
10 13 (0.16%) InDesign
11 9 (0.11%) Simulink
12 8 (0.097%) LaTeX
13 6 (0.073%) Camtasia
14 5 (0.060%) Adobe Premiere
14 5 (0.060%) Microsoft Project
14 5 (0.060%) SPSS
15 4 (0.048%) CapCut
15 4 (0.048%) Sketch
Business Applications
1 55 (0.66%) Dynamics CRM
2 48 (0.58%) SAP S/4HANA
3 24 (0.29%) Cloudability
4 20 (0.24%) NetSuite
5 15 (0.18%) Dynamics GP
6 8 (0.097%) Payment Gateway
6 8 (0.097%) Sage 50
6 8 (0.097%) SAP MDG
7 6 (0.073%) Relativity
8 5 (0.060%) Dynamics NAV
8 5 (0.060%) Elite 3E
8 5 (0.060%) Oracle ERP
9 4 (0.048%) Carpe Diem
9 4 (0.048%) Dynamics AX
9 4 (0.048%) Sage 200
9 4 (0.048%) Salesforce CRM
9 4 (0.048%) Shopify
9 4 (0.048%) Sparx Enterprise Architect
9 4 (0.048%) Workday HCM
10 3 (0.036%) Q-Pulse
Cloud Services
1 2,856 (34.52%) Azure
2 1,492 (18.03%) Azure AI
3 1,408 (17.02%) Power Platform
4 1,380 (16.68%) AWS
5 590 (7.13%) SaaS
6 504 (6.09%) GCP
7 359 (4.34%) Microsoft 365
8 330 (3.99%) GitHub
9 287 (3.47%) Azure DevOps
10 264 (3.19%) Microsoft Copilot
11 249 (3.01%) Serverless
12 242 (2.93%) Snowflake
13 207 (2.50%) Cloud Computing
14 189 (2.28%) Adobe Analytics
15 185 (2.24%) Anthropic Claude
16 175 (2.12%) Entra ID
17 157 (1.90%) GitHub Copilot
18 147 (1.78%) Power Automate
19 139 (1.68%) Azure Synapse Analytics
20 127 (1.54%) Figma
Communications & Networking
1 349 (4.22%) Broadband
2 104 (1.26%) Internet
3 84 (1.02%) Firewall
4 73 (0.88%) VPN
5 71 (0.86%) Network Security
6 54 (0.65%) DNS
7 33 (0.40%) WAN
8 27 (0.33%) VLAN
9 26 (0.31%) TCP/IP
10 25 (0.30%) BGP
11 20 (0.24%) DHCP
11 20 (0.24%) VoIP
12 18 (0.22%) MQTT
13 17 (0.21%) HTTP
13 17 (0.21%) OSPF
14 15 (0.18%) CTI
15 14 (0.17%) Wireless
16 13 (0.16%) VXLAN
17 11 (0.13%) Intranet
17 11 (0.13%) Unified Communications
Database & Business Intelligence
1 1,190 (14.38%) Power BI
2 978 (11.82%) Tableau
3 272 (3.29%) MongoDB
4 231 (2.79%) Data Warehouse
5 215 (2.60%) SQL Server
6 194 (2.34%) Azure SQL Database
7 179 (2.16%) PostgreSQL
8 175 (2.12%) Data Lake
9 136 (1.64%) Metadata
10 120 (1.45%) NoSQL
11 103 (1.25%) Big Data
12 94 (1.14%) MySQL
13 88 (1.06%) Relational Database
14 80 (0.97%) BigQuery
15 71 (0.86%) Elasticsearch
16 54 (0.65%) Looker
17 51 (0.62%) Redis
18 49 (0.59%) Amazon Redshift
19 48 (0.58%) Amazon RDS
19 48 (0.58%) Semantic Layer
Development Applications
1 248 (3.00%) Git
2 126 (1.52%) Claude Code
3 112 (1.35%) JIRA
4 92 (1.11%) Jenkins
5 81 (0.98%) GitLab
6 62 (0.75%) Visual Studio Code
7 61 (0.74%) MLflow
8 40 (0.48%) Selenium
9 27 (0.33%) Postman
10 25 (0.30%) IBM UrbanCode
10 25 (0.30%) Snyk
11 22 (0.27%) JUnit
12 19 (0.23%) Cypress.io
13 18 (0.22%) Maven
14 13 (0.16%) Vite
15 12 (0.15%) SpecFlow
16 11 (0.13%) Cucumber
16 11 (0.13%) JMeter
17 10 (0.12%) Mockito
18 9 (0.11%) Spock
General
1 2,711 (32.77%) Social Skills
2 1,523 (18.41%) Finance
3 721 (8.72%) Analytical Skills
4 564 (6.82%) Marketing
5 499 (6.03%) Inclusion and Diversity
6 402 (4.86%) Public Sector
7 396 (4.79%) Legal
8 365 (4.41%) Games
9 336 (4.06%) Law
10 306 (3.70%) Retail
11 263 (3.18%) Banking
12 199 (2.41%) Manufacturing
13 168 (2.03%) Influencing Skills
14 159 (1.92%) Organisational Skills
15 108 (1.31%) Advertising
16 98 (1.18%) Presentation Skills
17 85 (1.03%) Financial Institution
18 79 (0.95%) Legal Technology
19 78 (0.94%) Telecoms
20 72 (0.87%) Automotive
Job Titles
1 1,317 (15.92%) Senior
2 1,177 (14.23%) Analyst
3 898 (10.85%) Data Analyst
4 875 (10.58%) Lead
5 869 (10.50%) Junior
6 832 (10.06%) Junior Analyst
7 827 (10.00%) Junior Data Analyst
8 823 (9.95%) Developer
9 795 (9.61%) Architect
10 668 (8.07%) Artificial Intelligence Engineer
11 465 (5.62%) Software Engineer
12 338 (4.09%) Consultant
13 322 (3.89%) Solutions Architect
14 316 (3.82%) Data Engineer
15 218 (2.64%) Python Engineer
16 204 (2.47%) .NET Developer
17 186 (2.25%) Data Scientist
18 182 (2.20%) Senior Manager
19 176 (2.13%) Artificial Intelligence Architect
20 168 (2.03%) Data Architect
Libraries, Frameworks & Software Standards
1 448 (5.42%) React
2 426 (5.15%) .NET
3 232 (2.80%) CSS
4 224 (2.71%) HTML
5 217 (2.62%) Node.js
6 210 (2.54%) RESTful
7 202 (2.44%) REST
8 197 (2.38%) ASP.NET
9 191 (2.31%) LangChain
10 184 (2.22%) ASP.NET Core
11 175 (2.12%) PyTorch
12 169 (2.04%) .NET Core
13 163 (1.97%) Kafka
14 154 (1.86%) ML.NET
15 133 (1.61%) TensorFlow
16 128 (1.55%) scikit-learn
17 122 (1.47%) FastAPI
18 121 (1.46%) Blazor
19 106 (1.28%) PySpark
20 100 (1.21%) Next.js
Miscellaneous
1 560 (6.77%) Cloud Native
2 407 (4.92%) AI Agents
3 317 (3.83%) Onboarding
4 292 (3.53%) Social Media
5 261 (3.15%) Distributed Systems
6 253 (3.06%) Product Ownership
7 188 (2.27%) Algorithms
8 141 (1.70%) Self-Motivation
9 140 (1.69%) Robotics
10 135 (1.63%) Management Information System
11 123 (1.49%) Low-Code
12 115 (1.39%) Data Centre
13 98 (1.18%) Mobile App
14 92 (1.11%) Enterprise Software
15 91 (1.10%) Blog
15 91 (1.10%) Legacy Systems
16 82 (0.99%) Greenfield Project
16 82 (0.99%) Virtual Team
17 74 (0.89%) Security Posture
18 73 (0.88%) Data Structures
Operating Systems
1 179 (2.16%) Windows
2 174 (2.10%) Linux
3 71 (0.86%) Android
4 57 (0.69%) Windows Server
5 50 (0.60%) Apple iOS
6 24 (0.29%) VMS
7 14 (0.17%) Mac OS
8 11 (0.13%) Ubuntu
8 11 (0.13%) Unix
9 5 (0.060%) Debian
9 5 (0.060%) Kali Linux
10 4 (0.048%) Windows Server 2016
11 3 (0.036%) Embedded Linux
11 3 (0.036%) Gentoo
11 3 (0.036%) Windows Server 2019
12 2 (0.024%) Robot Operating System
13 1 (0.012%) Alpine Linux
13 1 (0.012%) FreeRTOS
13 1 (0.012%) Red Hat Enterprise Linux
13 1 (0.012%) Windows 10
Processes & Methodologies
1 1,695 (20.49%) Machine Learning
2 1,671 (20.20%) Analytics
3 1,400 (16.92%) Agile
4 1,344 (16.25%) Business Intelligence
5 1,211 (14.64%) Roadmaps
6 1,113 (13.45%) CI/CD
7 1,098 (13.27%) Software Engineering
8 931 (11.25%) Problem-Solving
9 894 (10.81%) Decision-Making
10 885 (10.70%) Continuous Improvement
11 873 (10.55%) LLM
12 860 (10.40%) Mentoring
13 825 (9.97%) DevOps
14 702 (8.49%) Generative AI
15 676 (8.17%) Full-Stack Development
16 623 (7.53%) Data Science
17 546 (6.60%) Stakeholder Management
18 539 (6.52%) Data Engineering
19 523 (6.32%) Artificial Intelligence Engineering
20 507 (6.13%) Data Modelling
Programming Languages
1 2,974 (35.95%) Python
2 1,845 (22.30%) SQL
3 490 (5.92%) C#
4 477 (5.77%) JavaScript
5 368 (4.45%) TypeScript
6 341 (4.12%) Java
7 164 (1.98%) C++
8 125 (1.51%) PowerShell
9 101 (1.22%) Bash
10 88 (1.06%) Go
11 70 (0.85%) Bicep
12 63 (0.76%) PHP
13 60 (0.73%) C
14 47 (0.57%) Rust
15 44 (0.53%) Scala
16 41 (0.50%) R
16 41 (0.50%) Ruby
17 35 (0.42%) Kotlin
18 30 (0.36%) Data Analysis Expressions
19 27 (0.33%) Kusto Query Language
Qualifications
1 1,243 (15.02%) Azure Certification
2 809 (9.78%) Degree
3 483 (5.84%) Security Cleared
4 274 (3.31%) SC Cleared
5 202 (2.44%) Computer Science Degree
6 182 (2.20%) AWS Certification
7 143 (1.73%) Master's Degree
8 137 (1.66%) DV Cleared
9 103 (1.25%) CISSP
10 97 (1.17%) PhD
11 89 (1.08%) ACCA
12 72 (0.87%) DBS Check
13 68 (0.82%) CIMA
14 67 (0.81%) CISM
15 65 (0.79%) AWS Certified Solutions Architect
16 63 (0.76%) Microsoft Certification
17 62 (0.75%) AWS Certified Cloud Practitioner
18 49 (0.59%) Network+ Certification
19 47 (0.57%) A+ Certification
20 41 (0.50%) Cisco Certification
Quality Assurance & Compliance
1 424 (5.13%) Accessibility
2 384 (4.64%) Data Quality
3 248 (3.00%) QA
4 246 (2.97%) GDPR
5 114 (1.38%) ISO/IEC 27001
6 93 (1.12%) GRC
7 82 (0.99%) NIST
8 79 (0.95%) WCAG
9 61 (0.74%) SLA
10 52 (0.63%) California Consumer Privacy Act
11 38 (0.46%) Cyber Essentials
11 38 (0.46%) PMO
12 33 (0.40%) IFRS
13 31 (0.37%) PCI DSS
14 23 (0.28%) HIPAA
15 21 (0.25%) SOC 2
16 20 (0.24%) EU AI Act
17 18 (0.22%) Cyber Essentials PLUS
18 16 (0.19%) Sarbanes-Oxley
19 15 (0.18%) NCSC
System Software
1 432 (5.22%) Docker
2 146 (1.76%) Active Directory
3 97 (1.17%) Virtual Machines
4 32 (0.39%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.24%) Virtual Desktop
7 18 (0.22%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.073%) IAG
11 2 (0.024%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 446 (5.39%) Kubernetes
2 363 (4.39%) Terraform
3 108 (1.31%) Microsoft Intune
4 60 (0.73%) Ansible
5 56 (0.68%) Grafana
6 47 (0.57%) Prometheus
7 21 (0.25%) Single Sign-On
8 18 (0.22%) Puppet
9 15 (0.18%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 9 (0.11%) Progress Chef
13 7 (0.085%) Nagios
14 6 (0.073%) Control-M
14 6 (0.073%) Hadoop YARN
14 6 (0.073%) Proxmox
15 5 (0.060%) Autotask
15 5 (0.060%) Functional Safety
15 5 (0.060%) SolarWinds Orion
16 4 (0.048%) Nmap
Vendors
1 2,169 (26.22%) Microsoft
2 360 (4.35%) Databricks
3 279 (3.37%) Google
4 263 (3.18%) Adobe
5 211 (2.55%) OpenAI
6 130 (1.57%) Dell
7 128 (1.55%) Salesforce
8 111 (1.34%) Cisco
9 110 (1.33%) SAP
10 109 (1.32%) Oracle
11 97 (1.17%) ServiceNow
12 86 (1.04%) Foundry
13 59 (0.71%) HubSpot
14 53 (0.64%) Apple
15 49 (0.59%) CyberArk
16 44 (0.53%) Informatica
17 41 (0.50%) CrowdStrike
18 40 (0.48%) Palo Alto
18 40 (0.48%) Sage
18 40 (0.48%) VMware