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 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 6 18 45
Rank change year-on-year +12 +27 +70
Permanent jobs citing AI 9,541 4,080 4,822
As % of all permanent jobs in the UK 10.25% 9.41% 4.79%
As % of the Processes & Methodologies category 13.86% 10.09% 5.72%
Number of salaries quoted 3,636 1,351 2,155
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £47,500 £50,000
Median annual salary (50th Percentile) £70,000 £66,340 £70,000
Median % change year-on-year +5.52% -5.23% -6.67%
75th Percentile £95,000 £97,368 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% -11.11%

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 68,833 40,438 84,237
As % of all permanent jobs advertised in the UK 73.92% 93.25% 83.74%
Number of salaries quoted 44,981 21,310 60,621
10th Percentile £30,000 £29,750 £29,200
25th Percentile £41,000 £40,871 £39,885
Median annual salary (50th Percentile) £60,000 £57,610 £55,000
Median % change year-on-year +4.15% +4.75% -9.69%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% -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 30 May 2026.

Salary histogram for AI in the UK

AI
Top 18 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 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
England +12 8,809 £70,000 +3.70% 3,660
UK excluding London +10 6,562 £62,500 -3.85% 1,922
London +18 2,502 £85,000 -6.59% 2,177
North of England +21 2,270 £67,500 +22.73% 544
Work from Home +1 2,121 £68,913 +4.09% 1,687
Midlands +5 1,697 £55,000 -4.35% 232
North West +44 1,519 £70,000 +7.69% 350
West Midlands +7 1,363 £55,000 -4.35% 142
South East +6 1,185 £60,000 +9.09% 572
East of England +33 603 £60,000 -9.39% 158
Yorkshire +1 587 £65,000 +85.71% 121
South West +3 455 £60,000 +4.45% 218
East Midlands -8 345 £52,500 -8.70% 88
Scotland +1 200 £70,000 +51.35% 123
North East +7 164 £65,000 +36.84% 76
Wales +32 130 £53,171 -22.94% 40
Northern Ireland +10 56 £75,000 - 61
Channel Islands +1 2 - -

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
1 125 (1.31%) SharePoint
2 118 (1.24%) Apache Airflow
3 106 (1.11%) Apache Spark
4 72 (0.75%) CMS
5 71 (0.74%) Confluence
6 67 (0.70%) Jupyter
7 50 (0.52%) Apache
8 34 (0.36%) WordPress
9 29 (0.30%) ArcGIS
9 29 (0.30%) Microsoft Exchange
10 27 (0.28%) Palantir Foundry
11 16 (0.17%) SAS
12 10 (0.10%) Appian
13 7 (0.073%) IIS
14 6 (0.063%) Sitecore CMS
15 5 (0.052%) Oracle SOA Suite
16 4 (0.042%) Camunda
16 4 (0.042%) Headless CMS
16 4 (0.042%) JBoss
16 4 (0.042%) WebSphere
Applications
1 1,096 (11.49%) Microsoft Excel
2 110 (1.15%) Chatbot
3 84 (0.88%) Microsoft Office
4 63 (0.66%) Microsoft PowerPoint
5 38 (0.40%) UserZoom
6 23 (0.24%) MS Visio
6 23 (0.24%) Spreadsheet
7 10 (0.10%) Adobe Creative Suite
7 10 (0.10%) Photoshop
8 9 (0.094%) Adobe After Effects
8 9 (0.094%) Adobe Illustrator
9 8 (0.084%) Simulink
10 6 (0.063%) Camtasia
10 6 (0.063%) Microsoft Project
10 6 (0.063%) Sketch
11 5 (0.052%) Adobe Premiere
11 5 (0.052%) InDesign
12 4 (0.042%) CapCut
13 3 (0.031%) Notion
13 3 (0.031%) Productboard
Business Applications
1 37 (0.39%) Dynamics CRM
2 24 (0.25%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 8 (0.084%) Oracle EBS
5 8 (0.084%) Oracle ERP
5 8 (0.084%) Sage 50
5 8 (0.084%) Salesforce CRM
6 7 (0.073%) Distributed Ledger
7 4 (0.042%) Dynamics AX
7 4 (0.042%) Oracle Procure-to-Pay
8 3 (0.031%) Dynamics GP
8 3 (0.031%) Shopify
8 3 (0.031%) Sparx Enterprise Architect
9 2 (0.021%) Dynamics NAV
9 2 (0.021%) Oracle Assets
9 2 (0.021%) Oracle Payables
9 2 (0.021%) Relativity
9 2 (0.021%) SAP MDG
9 2 (0.021%) Workday HCM
Cloud Services
1 2,670 (27.98%) Azure
2 2,550 (26.73%) Cloud Computing
3 1,531 (16.05%) Azure AI
4 1,439 (15.08%) Power Platform
5 1,051 (11.02%) AWS
6 523 (5.48%) SaaS
7 439 (4.60%) GCP
8 287 (3.01%) Microsoft 365
9 233 (2.44%) GitHub
10 208 (2.18%) Azure DevOps
11 207 (2.17%) Snowflake
12 192 (2.01%) Adobe Analytics
13 187 (1.96%) Microsoft Copilot
14 167 (1.75%) Serverless
15 138 (1.45%) Figma
16 131 (1.37%) Anthropic Claude
17 126 (1.32%) Entra ID
18 122 (1.28%) Azure Synapse Analytics
19 117 (1.23%) Azure Machine Learning
20 111 (1.16%) GitHub Copilot
Communications & Networking
1 2,465 (25.84%) Internet
2 325 (3.41%) Broadband
3 75 (0.79%) Firewall
4 52 (0.55%) Network Security
5 41 (0.43%) VPN
6 36 (0.38%) DNS
7 25 (0.26%) TCP/IP
7 25 (0.26%) Unified Communications
8 22 (0.23%) HTTP
9 21 (0.22%) VLAN
9 21 (0.22%) WAN
10 20 (0.21%) DHCP
11 14 (0.15%) BGP
11 14 (0.15%) MQTT
11 14 (0.15%) OSPF
12 12 (0.13%) VoIP
13 10 (0.10%) Wi-Fi
13 10 (0.10%) Wireless
14 8 (0.084%) 5G
14 8 (0.084%) VXLAN
Database & Business Intelligence
1 1,278 (13.39%) Power BI
2 1,135 (11.90%) Tableau
3 191 (2.00%) SQL Server
4 176 (1.84%) Data Warehouse
5 158 (1.66%) MongoDB
6 143 (1.50%) Data Lake
7 122 (1.28%) PostgreSQL
8 96 (1.01%) Metadata
9 85 (0.89%) Azure SQL Database
9 85 (0.89%) NoSQL
10 81 (0.85%) Big Data
10 81 (0.85%) BigQuery
11 72 (0.75%) Elasticsearch
12 60 (0.63%) Looker
13 54 (0.57%) Relational Database
14 52 (0.55%) MySQL
15 46 (0.48%) Amazon Redshift
16 45 (0.47%) Pinecone
17 37 (0.39%) Redis
18 35 (0.37%) Semantic Layer
Development Applications
1 192 (2.01%) Git
2 88 (0.92%) JIRA
3 81 (0.85%) MLflow
4 73 (0.77%) Claude Code
5 71 (0.74%) Jenkins
6 60 (0.63%) Visual Studio Code
7 58 (0.61%) GitLab
8 27 (0.28%) Selenium
9 25 (0.26%) IBM UrbanCode
9 25 (0.26%) Snyk
10 21 (0.22%) Postman
11 17 (0.18%) Cypress.io
12 14 (0.15%) JUnit
12 14 (0.15%) SpecFlow
13 13 (0.14%) Maven
13 13 (0.14%) Visual Studio
14 12 (0.13%) Vite
15 10 (0.10%) Gradle
15 10 (0.10%) Storybook
16 7 (0.073%) TeamCity
General
1 4,992 (52.32%) Social Skills
2 2,925 (30.66%) Inclusion and Diversity
3 2,648 (27.75%) Banking
4 1,249 (13.09%) Finance
5 638 (6.69%) Analytical Skills
6 452 (4.74%) Marketing
7 342 (3.58%) Games
8 326 (3.42%) Legal
9 296 (3.10%) Public Sector
10 272 (2.85%) Law
11 254 (2.66%) Retail
12 154 (1.61%) Manufacturing
13 137 (1.44%) Influencing Skills
14 131 (1.37%) Organisational Skills
15 77 (0.81%) Telecoms
16 75 (0.79%) Advertising
17 74 (0.78%) Presentation Skills
18 71 (0.74%) Financial Institution
19 67 (0.70%) Automotive
20 48 (0.50%) Investment Banking
Job Titles
1 1,867 (19.57%) Lecturer
2 1,282 (13.44%) Analyst
3 1,045 (10.95%) Data Analyst
4 1,017 (10.66%) Junior
5 1,004 (10.52%) Senior
6 995 (10.43%) Junior Analyst
7 992 (10.40%) Junior Data Analyst
8 729 (7.64%) Lead
9 610 (6.39%) Developer
10 580 (6.08%) Artificial Intelligence Engineer
11 517 (5.42%) Architect
12 319 (3.34%) Software Engineer
13 270 (2.83%) Consultant
14 259 (2.71%) Data Engineer
15 207 (2.17%) Solutions Architect
16 161 (1.69%) Data Scientist
17 159 (1.67%) Python Engineer
18 123 (1.29%) Full-Stack Developer
19 114 (1.19%) Full-Stack Engineer
19 114 (1.19%) Senior Developer
Libraries, Frameworks & Software Standards
1 359 (3.76%) React
2 293 (3.07%) .NET
3 182 (1.91%) PyTorch
4 173 (1.81%) REST
5 165 (1.73%) CSS
6 163 (1.71%) Node.js
7 160 (1.68%) LangChain
8 158 (1.66%) RESTful
9 155 (1.62%) HTML
10 139 (1.46%) TensorFlow
11 131 (1.37%) Kafka
12 124 (1.30%) scikit-learn
13 110 (1.15%) FastAPI
14 103 (1.08%) Pandas
15 90 (0.94%) AngularJS
16 88 (0.92%) ASP.NET
17 85 (0.89%) Django
17 85 (0.89%) PySpark
18 82 (0.86%) ASP.NET Core
18 82 (0.86%) Hugging Face
Miscellaneous
1 2,488 (26.08%) IoT
2 399 (4.18%) Cloud Native
3 259 (2.71%) Social Media
4 253 (2.65%) AI Agents
5 212 (2.22%) Product Ownership
6 186 (1.95%) Onboarding
7 176 (1.84%) Distributed Systems
8 175 (1.83%) Algorithms
9 142 (1.49%) Robotics
10 110 (1.15%) Management Information System
11 107 (1.12%) Self-Motivation
12 105 (1.10%) Low-Code
13 97 (1.02%) Data Centre
14 92 (0.96%) Mobile App
15 90 (0.94%) Enterprise Software
16 82 (0.86%) Public Cloud
17 76 (0.80%) Legacy Systems
18 72 (0.75%) Virtual Team
19 60 (0.63%) Life Science
20 53 (0.56%) Video\Live Streaming
Operating Systems
1 129 (1.35%) Windows
2 113 (1.18%) Linux
3 71 (0.74%) Android
4 52 (0.55%) Apple iOS
5 43 (0.45%) Windows Server
6 25 (0.26%) Unix
7 14 (0.15%) Ubuntu
8 12 (0.13%) VMS
9 10 (0.10%) Mac OS
10 5 (0.052%) Windows Server 2016
11 4 (0.042%) Robot Operating System
12 1 (0.010%) Alpine Linux
12 1 (0.010%) FreeRTOS
12 1 (0.010%) Kali Linux
12 1 (0.010%) Red Hat Enterprise Linux
12 1 (0.010%) Windows 10
12 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 3,836 (40.21%) Machine Learning
2 2,799 (29.34%) Cybersecurity
3 2,788 (29.22%) User Experience
4 2,483 (26.02%) Web Development
5 1,405 (14.73%) Business Intelligence
6 1,350 (14.15%) Analytics
7 1,155 (12.11%) Agile
8 985 (10.32%) Roadmaps
9 877 (9.19%) CI/CD
10 820 (8.59%) Software Engineering
11 815 (8.54%) Problem-Solving
12 725 (7.60%) Decision-Making
13 688 (7.21%) LLM
14 684 (7.17%) Continuous Improvement
15 669 (7.01%) DevOps
16 620 (6.50%) Mentoring
17 602 (6.31%) Generative AI
18 575 (6.03%) Data Science
19 492 (5.16%) Full-Stack Development
20 474 (4.97%) Artificial Intelligence Engineering
Programming Languages
1 2,865 (30.03%) Python
2 1,754 (18.38%) SQL
3 351 (3.68%) JavaScript
4 314 (3.29%) C#
5 285 (2.99%) Java
5 285 (2.99%) TypeScript
6 112 (1.17%) C++
7 105 (1.10%) PowerShell
8 82 (0.86%) Go
9 80 (0.84%) Bash
10 60 (0.63%) R
11 47 (0.49%) C
12 44 (0.46%) PHP
13 38 (0.40%) Bicep
14 34 (0.36%) Rust
14 34 (0.36%) Scala
15 31 (0.32%) Kotlin
16 23 (0.24%) Data Analysis Expressions
17 17 (0.18%) T-SQL
18 15 (0.16%) Swift
Qualifications
1 3,152 (33.04%) Degree
2 2,587 (27.11%) Master's Degree
3 2,549 (26.72%) PhD
4 2,459 (25.77%) Postgraduate
5 1,388 (14.55%) Azure Certification
6 381 (3.99%) Security Cleared
7 221 (2.32%) SC Cleared
8 147 (1.54%) Computer Science Degree
9 129 (1.35%) AWS Certification
10 124 (1.30%) DV Cleared
11 84 (0.88%) ACCA
12 80 (0.84%) DBS Check
13 61 (0.64%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 51 (0.53%) CISSP
16 47 (0.49%) Microsoft Certification
17 34 (0.36%) Cisco Certification
18 30 (0.31%) AWS Certified Solutions Architect
19 23 (0.24%) CISA
20 22 (0.23%) PMI Certification
Quality Assurance & Compliance
1 386 (4.05%) Accessibility
2 292 (3.06%) Data Quality
3 198 (2.08%) QA
4 182 (1.91%) GDPR
5 91 (0.95%) ISO/IEC 27001
6 86 (0.90%) GRC
7 78 (0.82%) WCAG
8 65 (0.68%) NIST
9 51 (0.53%) California Consumer Privacy Act
10 39 (0.41%) IFRS
10 39 (0.41%) SLA
11 26 (0.27%) Cyber Essentials
11 26 (0.27%) PMO
12 22 (0.23%) EU AI Act
13 21 (0.22%) HIPAA
13 21 (0.22%) PCI DSS
14 18 (0.19%) SOC 2
15 17 (0.18%) GxP
15 17 (0.18%) Sarbanes-Oxley
16 16 (0.17%) ISO/IEC 42001
System Software
1 342 (3.58%) Docker
2 97 (1.02%) Virtual Machines
3 95 (1.00%) Active Directory
4 29 (0.30%) Firmware
5 14 (0.15%) VMware Infrastructure
6 9 (0.094%) Embedded Firmware
7 7 (0.073%) Virtual Desktop
7 7 (0.073%) vSphere
8 6 (0.063%) Hyper-V
8 6 (0.063%) IAG
9 3 (0.031%) Kamailio
10 1 (0.010%) Apache Flume
10 1 (0.010%) VMware NSX
Systems Management
1 349 (3.66%) Kubernetes
2 273 (2.86%) Terraform
3 59 (0.62%) Ansible
4 54 (0.57%) Grafana
5 53 (0.56%) Microsoft Intune
6 49 (0.51%) Prometheus
7 28 (0.29%) Single Sign-On
8 13 (0.14%) Kubeflow
9 12 (0.13%) Argo
10 8 (0.084%) Proxmox
10 8 (0.084%) Puppet
11 7 (0.073%) Nagios
11 7 (0.073%) Podman
12 6 (0.063%) Cisco CUCM
13 5 (0.052%) Autotask
13 5 (0.052%) Functional Safety
14 4 (0.042%) Active Directory Federation Services
14 4 (0.042%) SolarWinds Orion
14 4 (0.042%) vCenter Server
15 3 (0.031%) SCCM
Vendors
1 2,016 (21.13%) Microsoft
2 312 (3.27%) Databricks
3 273 (2.86%) Adobe
4 218 (2.28%) Google
5 175 (1.83%) OpenAI
6 132 (1.38%) Dell
7 119 (1.25%) Salesforce
8 90 (0.94%) Oracle
9 84 (0.88%) ServiceNow
10 80 (0.84%) Cisco
11 64 (0.67%) Apple
12 63 (0.66%) SAP
13 61 (0.64%) Foundry
14 56 (0.59%) HubSpot
15 47 (0.49%) Palantir
16 41 (0.43%) CrowdStrike
17 39 (0.41%) Informatica
18 37 (0.39%) Palo Alto
19 30 (0.31%) Tenable
20 27 (0.28%) VMware