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 29 May 2026, with comparisons to the same periods in the previous two years.

6 months to
29 May 2026
Same period 2025 Same period 2024
Rank 6 18 45
Rank change year-on-year +12 +27 +71
Permanent jobs citing AI 9,557 4,010 4,816
As % of all permanent jobs in the UK 10.26% 9.35% 4.82%
As % of the Processes & Methodologies category 13.88% 10.03% 5.75%
Number of salaries quoted 3,612 1,342 2,149
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £48,750 £50,000
Median annual salary (50th Percentile) £70,000 £66,350 £70,000
Median % change year-on-year +5.50% -5.21% -6.67%
75th Percentile £95,000 £97,434 £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 68,838 39,983 83,789
As % of all permanent jobs advertised in the UK 73.88% 93.25% 83.85%
Number of salaries quoted 44,890 21,039 60,407
10th Percentile £30,000 £29,750 £29,250
25th Percentile £41,000 £40,903 £40,000
Median annual salary (50th Percentile) £60,000 £58,000 £55,000
Median % change year-on-year +3.45% +5.45% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £101,000 £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 29 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 29 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 8,819 £70,000 - 1,909
UK excluding London +9 6,598 £62,500 -3.85% 1,392
London +19 2,485 £85,000 -6.59% 889
North of England +24 2,270 £67,500 +22.73% 408
Work from Home 0 2,108 £68,000 +2.71% 980
Midlands +4 1,708 £52,500 -8.70% 172
North West +45 1,517 £70,000 +7.69% 243
West Midlands +7 1,369 £55,000 -4.35% 106
South East +6 1,196 £60,000 - 498
East of England +32 606 £60,000 -9.39% 94
Yorkshire +2 593 £65,000 +85.71% 103
South West +3 460 £60,000 +4.45% 146
East Midlands -9 350 £52,500 -8.70% 64
Scotland +3 203 £70,000 +55.56% 58
North East +9 160 £61,538 +29.55% 64
Wales +31 133 £53,171 -22.94% 30
Northern Ireland +10 57 £75,000 - 10
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
1 120 (1.26%) SharePoint
2 116 (1.21%) Apache Airflow
3 104 (1.09%) Apache Spark
4 72 (0.75%) CMS
5 71 (0.74%) Confluence
6 66 (0.69%) Jupyter
7 48 (0.50%) Apache
8 34 (0.36%) WordPress
9 29 (0.30%) ArcGIS
10 27 (0.28%) 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 1,152 (12.05%) 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%) Distributed Ledger
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 4 (0.042%) Dynamics AX
6 4 (0.042%) Oracle Procure-to-Pay
7 3 (0.031%) Dynamics GP
7 3 (0.031%) Shopify
7 3 (0.031%) Sparx Enterprise Architect
8 2 (0.021%) Dynamics NAV
8 2 (0.021%) Oracle Assets
8 2 (0.021%) Oracle Payables
8 2 (0.021%) Relativity
8 2 (0.021%) SAP MDG
8 2 (0.021%) Workday HCM
Cloud Services
1 2,714 (28.40%) Azure
2 2,550 (26.68%) Cloud Computing
3 1,586 (16.60%) Azure AI
4 1,491 (15.60%) Power Platform
5 1,044 (10.92%) AWS
6 518 (5.42%) SaaS
7 437 (4.57%) GCP
8 281 (2.94%) Microsoft 365
9 231 (2.42%) GitHub
10 207 (2.17%) Azure DevOps
11 206 (2.16%) Snowflake
12 192 (2.01%) Adobe Analytics
13 183 (1.91%) Microsoft Copilot
14 164 (1.72%) Serverless
15 138 (1.44%) Figma
16 129 (1.35%) Anthropic Claude
17 123 (1.29%) Azure Synapse Analytics
17 123 (1.29%) Entra ID
18 117 (1.22%) Azure Machine Learning
19 109 (1.14%) GitHub Copilot
Communications & Networking
1 2,465 (25.79%) Internet
2 325 (3.40%) Broadband
3 75 (0.78%) Firewall
4 52 (0.54%) Network Security
5 40 (0.42%) VPN
6 34 (0.36%) DNS
7 25 (0.26%) TCP/IP
7 25 (0.26%) Unified Communications
8 22 (0.23%) HTTP
9 20 (0.21%) WAN
10 19 (0.20%) DHCP
10 19 (0.20%) VLAN
11 14 (0.15%) MQTT
12 13 (0.14%) BGP
12 13 (0.14%) OSPF
13 12 (0.13%) VoIP
14 10 (0.10%) Wi-Fi
14 10 (0.10%) Wireless
15 8 (0.084%) 5G
15 8 (0.084%) SD-WAN
Database & Business Intelligence
1 1,330 (13.92%) Power BI
2 1,191 (12.46%) Tableau
3 191 (2.00%) SQL Server
4 176 (1.84%) Data Warehouse
5 156 (1.63%) MongoDB
6 143 (1.50%) Data Lake
7 121 (1.27%) PostgreSQL
8 96 (1.00%) Metadata
9 85 (0.89%) Azure SQL Database
10 84 (0.88%) NoSQL
11 81 (0.85%) BigQuery
12 80 (0.84%) Big Data
13 72 (0.75%) Elasticsearch
14 60 (0.63%) Looker
15 54 (0.57%) Relational Database
16 50 (0.52%) MySQL
17 45 (0.47%) Amazon Redshift
17 45 (0.47%) Pinecone
18 37 (0.39%) Redis
19 34 (0.36%) Semantic Layer
Development Applications
1 192 (2.01%) Git
2 88 (0.92%) JIRA
3 81 (0.85%) MLflow
4 71 (0.74%) Claude Code
4 71 (0.74%) Jenkins
5 60 (0.63%) Visual Studio Code
6 57 (0.60%) GitLab
7 27 (0.28%) Selenium
8 25 (0.26%) IBM UrbanCode
8 25 (0.26%) Snyk
9 21 (0.22%) Postman
10 17 (0.18%) Cypress.io
11 14 (0.15%) JUnit
12 13 (0.14%) Maven
12 13 (0.14%) SpecFlow
12 13 (0.14%) Visual Studio
13 12 (0.13%) Vite
14 10 (0.10%) Gradle
14 10 (0.10%) Storybook
15 7 (0.073%) TeamCity
General
1 5,037 (52.70%) Social Skills
2 2,923 (30.58%) Inclusion and Diversity
3 2,647 (27.70%) Banking
4 1,237 (12.94%) Finance
5 637 (6.67%) Analytical Skills
6 450 (4.71%) Marketing
7 343 (3.59%) Games
8 323 (3.38%) Legal
9 295 (3.09%) Public Sector
10 271 (2.84%) Law
11 252 (2.64%) Retail
12 154 (1.61%) Manufacturing
13 137 (1.43%) Influencing Skills
14 129 (1.35%) Organisational Skills
15 77 (0.81%) Telecoms
16 74 (0.77%) Advertising
17 73 (0.76%) Presentation Skills
18 71 (0.74%) Financial Institution
19 67 (0.70%) Automotive
20 48 (0.50%) Investment Banking
Job Titles
1 1,867 (19.54%) Lecturer
2 1,334 (13.96%) Analyst
3 1,100 (11.51%) Data Analyst
4 1,073 (11.23%) Junior
5 1,050 (10.99%) Junior Analyst
6 1,047 (10.96%) Junior Data Analyst
7 993 (10.39%) Senior
8 722 (7.55%) Lead
9 604 (6.32%) Developer
10 577 (6.04%) Artificial Intelligence Engineer
11 510 (5.34%) Architect
12 316 (3.31%) Software Engineer
13 269 (2.81%) Consultant
14 256 (2.68%) Data Engineer
15 202 (2.11%) Solutions Architect
16 161 (1.68%) Data Scientist
17 157 (1.64%) Python Engineer
18 121 (1.27%) Full-Stack Developer
19 114 (1.19%) Full-Stack Engineer
20 112 (1.17%) Senior Developer
Libraries, Frameworks & Software Standards
1 355 (3.71%) React
2 291 (3.04%) .NET
3 180 (1.88%) PyTorch
4 172 (1.80%) REST
5 164 (1.72%) CSS
6 163 (1.71%) Node.js
7 160 (1.67%) LangChain
8 156 (1.63%) RESTful
9 154 (1.61%) HTML
10 137 (1.43%) TensorFlow
11 129 (1.35%) Kafka
12 124 (1.30%) scikit-learn
13 110 (1.15%) FastAPI
14 103 (1.08%) Pandas
15 89 (0.93%) AngularJS
16 88 (0.92%) ASP.NET
17 85 (0.89%) Django
18 83 (0.87%) PySpark
19 82 (0.86%) ASP.NET Core
20 81 (0.85%) Hugging Face
Miscellaneous
1 2,488 (26.03%) IoT
2 395 (4.13%) Cloud Native
3 259 (2.71%) Social Media
4 253 (2.65%) AI Agents
5 209 (2.19%) Product Ownership
6 182 (1.90%) Onboarding
7 176 (1.84%) Algorithms
7 176 (1.84%) Distributed Systems
8 142 (1.49%) Robotics
9 110 (1.15%) Management Information System
10 107 (1.12%) Self-Motivation
11 105 (1.10%) Low-Code
12 95 (0.99%) Data Centre
13 92 (0.96%) Mobile App
14 90 (0.94%) Enterprise Software
15 82 (0.86%) Public Cloud
16 76 (0.80%) Legacy Systems
17 72 (0.75%) Virtual Team
18 60 (0.63%) Life Science
19 53 (0.55%) Video\Live Streaming
Operating Systems
1 125 (1.31%) Windows
2 110 (1.15%) Linux
3 71 (0.74%) Android
4 52 (0.54%) 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 3,830 (40.08%) Machine Learning
2 2,798 (29.28%) Cybersecurity
3 2,786 (29.15%) User Experience
4 2,483 (25.98%) Web Development
5 1,454 (15.21%) Business Intelligence
6 1,346 (14.08%) Analytics
7 1,149 (12.02%) Agile
8 981 (10.26%) Roadmaps
9 873 (9.13%) CI/CD
10 811 (8.49%) Software Engineering
11 808 (8.45%) Problem-Solving
12 721 (7.54%) Decision-Making
13 682 (7.14%) LLM
14 679 (7.10%) Continuous Improvement
15 666 (6.97%) DevOps
16 613 (6.41%) Mentoring
17 598 (6.26%) Generative AI
18 573 (6.00%) Data Science
19 488 (5.11%) Full-Stack Development
20 472 (4.94%) Artificial Intelligence Engineering
Programming Languages
1 2,913 (30.48%) Python
2 1,804 (18.88%) SQL
3 348 (3.64%) JavaScript
4 311 (3.25%) C#
5 284 (2.97%) Java
6 280 (2.93%) TypeScript
7 109 (1.14%) C++
8 103 (1.08%) PowerShell
9 82 (0.86%) Go
10 80 (0.84%) Bash
11 60 (0.63%) R
12 47 (0.49%) C
13 43 (0.45%) PHP
14 38 (0.40%) Bicep
15 33 (0.35%) Scala
16 31 (0.32%) Kotlin
16 31 (0.32%) Rust
17 23 (0.24%) Data Analysis Expressions
18 17 (0.18%) T-SQL
19 15 (0.16%) Swift
Qualifications
1 3,147 (32.93%) Degree
2 2,587 (27.07%) Master's Degree
3 2,550 (26.68%) PhD
4 2,459 (25.73%) Postgraduate
5 1,443 (15.10%) Azure Certification
6 378 (3.96%) Security Cleared
7 219 (2.29%) SC Cleared
8 144 (1.51%) Computer Science Degree
9 128 (1.34%) AWS Certification
10 123 (1.29%) DV Cleared
11 83 (0.87%) ACCA
12 80 (0.84%) DBS Check
13 61 (0.64%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 50 (0.52%) CISSP
16 47 (0.49%) Microsoft Certification
17 32 (0.33%) Cisco Certification
18 30 (0.31%) AWS Certified Solutions Architect
19 23 (0.24%) CISA
20 22 (0.23%) PMI Certification
Quality Assurance & Compliance
1 385 (4.03%) Accessibility
2 289 (3.02%) Data Quality
3 197 (2.06%) QA
4 181 (1.89%) 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%) PMO
12 25 (0.26%) Cyber Essentials
13 22 (0.23%) EU AI Act
14 21 (0.22%) HIPAA
14 21 (0.22%) PCI DSS
15 18 (0.19%) SOC 2
16 17 (0.18%) Sarbanes-Oxley
17 16 (0.17%) GxP
17 16 (0.17%) ISO/IEC 42001
System Software
1 340 (3.56%) Docker
2 97 (1.01%) Virtual Machines
3 91 (0.95%) Active Directory
4 29 (0.30%) Firmware
5 14 (0.15%) VMware Infrastructure
6 9 (0.094%) Embedded Firmware
7 7 (0.073%) vSphere
8 6 (0.063%) Hyper-V
8 6 (0.063%) IAG
9 5 (0.052%) Virtual Desktop
10 3 (0.031%) Kamailio
11 1 (0.010%) Apache Flume
11 1 (0.010%) VMware NSX
Systems Management
1 348 (3.64%) Kubernetes
2 270 (2.83%) Terraform
3 59 (0.62%) Ansible
4 54 (0.57%) Grafana
5 49 (0.51%) Microsoft Intune
5 49 (0.51%) Prometheus
6 26 (0.27%) Single Sign-On
7 13 (0.14%) Kubeflow
8 12 (0.13%) Argo
9 8 (0.084%) Proxmox
9 8 (0.084%) Puppet
10 7 (0.073%) Nagios
10 7 (0.073%) Podman
11 6 (0.063%) Cisco CUCM
12 5 (0.052%) Autotask
12 5 (0.052%) Functional Safety
13 4 (0.042%) Active Directory Federation Services
13 4 (0.042%) SolarWinds Orion
13 4 (0.042%) vCenter Server
14 3 (0.031%) RSA Archer
Vendors
1 2,066 (21.62%) Microsoft
2 310 (3.24%) Databricks
3 273 (2.86%) Adobe
4 217 (2.27%) Google
5 175 (1.83%) OpenAI
6 132 (1.38%) Dell
7 118 (1.23%) Salesforce
8 89 (0.93%) Oracle
9 84 (0.88%) ServiceNow
10 77 (0.81%) Cisco
11 64 (0.67%) Apple
12 62 (0.65%) 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 36 (0.38%) Palo Alto
19 30 (0.31%) Tenable
20 27 (0.28%) VMware