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 21 August 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Aug 2026
Same period 2025 Same period 2024
Rank 7 11 41
Rank change year-on-year +4 +30 +60
Permanent jobs citing AI 9,344 5,246 3,970
As % of all permanent jobs in the UK 8.68% 10.52% 4.77%
As % of the Processes & Methodologies category 11.85% 11.80% 5.91%
Number of salaries quoted 5,159 1,523 1,761
10th Percentile £41,151 £27,600 £41,250
25th Percentile £52,500 £46,250 £54,000
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £95,000
90th Percentile £111,250 £118,750 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,000
% change year-on-year +13.04% -8.73% -9.28%

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 78,861 44,450 67,204
As % of all permanent jobs advertised in the UK 73.27% 89.12% 80.81%
Number of salaries quoted 54,468 25,168 42,663
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -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 21 August 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 21 August 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 +6 8,266 £72,500 +3.57% 2,884
UK excluding London -4 5,378 £65,000 +13.04% 1,964
London +12 3,375 £85,000 - 1,424
Work from Home 0 2,988 £70,000 +16.67% 1,300
North of England +5 1,590 £66,000 +14.78% 462
South East -4 1,189 £62,500 +26.90% 698
North West +18 835 £70,000 +16.67% 257
Midlands -9 835 £59,250 -1.25% 224
South West +8 613 £67,500 +22.73% 292
West Midlands -5 556 £60,000 - 145
East of England +27 534 £60,000 +9.09% 179
Yorkshire -8 499 £65,000 +48.57% 146
East Midlands -17 279 £52,500 -19.23% 77
Scotland -4 276 £70,000 +7.69% 93
North East +1 256 £65,000 +90.24% 64
Wales +8 205 £65,000 +18.18% 40
Northern Ireland +10 159 £74,830 -14.48% 19

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
1 234 (2.50%) SharePoint
2 129 (1.38%) Apache Spark
3 126 (1.35%) Apache Airflow
4 108 (1.16%) Confluence
5 89 (0.95%) Apache
6 87 (0.93%) CMS
7 62 (0.66%) Microsoft Exchange
8 39 (0.42%) WordPress
9 32 (0.34%) SAS
10 26 (0.28%) Palantir Foundry
11 21 (0.22%) Jupyter
12 11 (0.12%) Camunda
13 9 (0.096%) ArcGIS
13 9 (0.096%) IIS
13 9 (0.096%) Sitecore CMS
14 8 (0.086%) OpenStack
15 7 (0.075%) Adobe Experience Manager
15 7 (0.075%) Headless CMS
15 7 (0.075%) nginx
15 7 (0.075%) Oracle SOA Suite
Applications
1 805 (8.62%) Microsoft Excel
2 100 (1.07%) Chatbot
3 99 (1.06%) Microsoft Office
4 63 (0.67%) Microsoft PowerPoint
5 42 (0.45%) UserZoom
6 35 (0.37%) MS Visio
7 21 (0.22%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
8 19 (0.20%) Adobe Illustrator
9 18 (0.19%) Photoshop
10 17 (0.18%) Spreadsheet
11 14 (0.15%) InDesign
12 11 (0.12%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.086%) LaTeX
14 8 (0.086%) SPSS
15 7 (0.075%) Adobe Premiere
16 6 (0.064%) Trello
17 5 (0.054%) Camtasia
17 5 (0.054%) Moqups
Business Applications
1 108 (1.16%) Dynamics CRM
2 50 (0.54%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.22%) NetSuite
6 10 (0.11%) Payment Gateway
6 10 (0.11%) Shopify
7 8 (0.086%) Relativity
7 8 (0.086%) Sage 50
7 8 (0.086%) SAP MDG
8 7 (0.075%) Distributed Ledger
8 7 (0.075%) Elite 3E
9 6 (0.064%) Carpe Diem
9 6 (0.064%) Dynamics NAV
10 5 (0.054%) Dynamics AX
10 5 (0.054%) Oracle ERP
10 5 (0.054%) Sage 200
11 3 (0.032%) Integrated Workplace Management System
11 3 (0.032%) Magento
11 3 (0.032%) Oracle EBS
Cloud Services
1 2,897 (31.00%) Azure
2 1,598 (17.10%) AWS
3 1,324 (14.17%) Power Platform
4 1,302 (13.93%) Azure AI
5 716 (7.66%) SaaS
6 646 (6.91%) GCP
7 443 (4.74%) Microsoft 365
8 431 (4.61%) GitHub
9 332 (3.55%) Microsoft Copilot
10 325 (3.48%) Azure DevOps
11 312 (3.34%) Snowflake
12 284 (3.04%) Serverless
13 261 (2.79%) Anthropic Claude
14 211 (2.26%) GitHub Copilot
15 205 (2.19%) Entra ID
16 203 (2.17%) Power Automate
17 159 (1.70%) Cloud Computing
18 153 (1.64%) Azure Synapse Analytics
19 149 (1.59%) Amazon S3
20 146 (1.56%) Adobe Analytics
Communications & Networking
1 283 (3.03%) Broadband
2 111 (1.19%) Internet
3 95 (1.02%) Firewall
4 94 (1.01%) Network Security
5 77 (0.82%) VPN
6 67 (0.72%) DNS
7 37 (0.40%) WAN
8 36 (0.39%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.22%) DHCP
11 21 (0.22%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) MQTT
14 18 (0.19%) LAN
14 18 (0.19%) VoIP
15 17 (0.18%) Wireless
16 14 (0.15%) CTI
17 13 (0.14%) VXLAN
18 12 (0.13%) SMS
Database & Business Intelligence
1 1,058 (11.32%) Power BI
2 786 (8.41%) Tableau
3 282 (3.02%) MongoDB
4 264 (2.83%) Data Warehouse
5 234 (2.50%) SQL Server
6 223 (2.39%) PostgreSQL
7 215 (2.30%) Data Lake
8 202 (2.16%) Azure SQL Database
9 173 (1.85%) Metadata
10 153 (1.64%) NoSQL
11 124 (1.33%) Big Data
12 107 (1.15%) Relational Database
13 97 (1.04%) MySQL
14 91 (0.97%) BigQuery
15 67 (0.72%) Elasticsearch
16 64 (0.68%) Redis
17 62 (0.66%) Amazon Redshift
18 57 (0.61%) DynamoDB
19 56 (0.60%) Semantic Layer
20 55 (0.59%) Delta Lake
Development Applications
1 329 (3.52%) Git
2 168 (1.80%) JIRA
3 161 (1.72%) Claude Code
4 117 (1.25%) Jenkins
5 90 (0.96%) GitLab
6 65 (0.70%) MLflow
7 39 (0.42%) Selenium
8 34 (0.36%) JUnit
9 30 (0.32%) Maven
10 28 (0.30%) Postman
11 27 (0.29%) Cypress.io
11 27 (0.29%) Snyk
12 26 (0.28%) IBM UrbanCode
13 24 (0.26%) Visual Studio Code
14 17 (0.18%) Mockito
15 14 (0.15%) Cucumber
16 13 (0.14%) Vite
17 12 (0.13%) Spock
18 10 (0.11%) Gatling
18 10 (0.11%) Storybook
General
1 2,973 (31.82%) Social Skills
2 2,027 (21.69%) Finance
3 1,019 (10.91%) Analytical Skills
4 778 (8.33%) Marketing
5 735 (7.87%) Inclusion and Diversity
6 549 (5.88%) Legal
7 506 (5.42%) Public Sector
8 490 (5.24%) Law
9 392 (4.20%) Banking
10 323 (3.46%) Retail
11 310 (3.32%) Games
12 244 (2.61%) Influencing Skills
13 211 (2.26%) Manufacturing
13 211 (2.26%) Organisational Skills
14 130 (1.39%) Presentation Skills
15 129 (1.38%) Financial Institution
16 111 (1.19%) Advertising
17 99 (1.06%) Telecoms
18 85 (0.91%) Legal Technology
19 65 (0.70%) Military
Job Titles
1 1,599 (17.11%) Senior
2 1,025 (10.97%) Analyst
3 1,019 (10.91%) Lead
4 947 (10.13%) Architect
5 908 (9.72%) Developer
6 736 (7.88%) Artificial Intelligence Engineer
7 680 (7.28%) Data Analyst
8 674 (7.21%) Junior
9 613 (6.56%) Junior Analyst
10 607 (6.50%) Junior Data Analyst
11 605 (6.47%) Software Engineer
12 386 (4.13%) Solutions Architect
13 379 (4.06%) Data Engineer
14 371 (3.97%) Consultant
15 243 (2.60%) Senior Manager
16 239 (2.56%) Data Scientist
17 229 (2.45%) Python Engineer
18 214 (2.29%) Artificial Intelligence Architect
19 209 (2.24%) .NET Developer
20 201 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 521 (5.58%) React
2 458 (4.90%) .NET
3 427 (4.57%) Terraform
4 273 (2.92%) REST
5 264 (2.83%) Node.js
6 246 (2.63%) LangChain
7 241 (2.58%) CSS
8 238 (2.55%) HTML
9 211 (2.26%) RESTful
10 205 (2.19%) ASP.NET
11 187 (2.00%) ASP.NET Core
12 186 (1.99%) Kafka
13 182 (1.95%) .NET Core
14 180 (1.93%) PyTorch
15 156 (1.67%) ML.NET
16 144 (1.54%) TensorFlow
17 135 (1.44%) Next.js
18 127 (1.36%) Blazor
18 127 (1.36%) LangGraph
19 124 (1.33%) FastAPI
Miscellaneous
1 680 (7.28%) Cloud Native
2 633 (6.77%) AI Agents
3 396 (4.24%) Onboarding
4 305 (3.26%) Distributed Systems
5 296 (3.17%) Product Ownership
6 272 (2.91%) Social Media
7 193 (2.07%) Blog
8 182 (1.95%) Self-Motivation
9 174 (1.86%) Management Information System
10 172 (1.84%) Algorithms
11 146 (1.56%) Low-Code
12 138 (1.48%) Robotics
13 133 (1.42%) Enterprise Software
14 128 (1.37%) Data Centre
15 104 (1.11%) Marketing Technology
16 101 (1.08%) Legacy Systems
17 99 (1.06%) Mobile App
18 97 (1.04%) Greenfield Project
19 91 (0.97%) Cyber Threat
20 87 (0.93%) Virtual Team
Operating Systems
1 219 (2.34%) Windows
2 216 (2.31%) Linux
3 69 (0.74%) Android
4 67 (0.72%) Windows Server
5 43 (0.46%) Apple iOS
6 23 (0.25%) VMS
7 18 (0.19%) Unix
8 16 (0.17%) Mac OS
8 16 (0.17%) Ubuntu
9 8 (0.086%) Debian
10 6 (0.064%) Red Hat Enterprise Linux
11 5 (0.054%) Embedded Linux
11 5 (0.054%) Kali Linux
11 5 (0.054%) Windows 10
11 5 (0.054%) Windows Server 2019
12 3 (0.032%) Gentoo
12 3 (0.032%) Solaris
13 2 (0.021%) CentOS
14 1 (0.011%) Alpine Linux
14 1 (0.011%) Robot Operating System
Processes & Methodologies
1 2,006 (21.47%) Machine Learning
2 1,950 (20.87%) Analytics
3 1,627 (17.41%) Agile
4 1,377 (14.74%) Software Engineering
5 1,354 (14.49%) Roadmaps
6 1,340 (14.34%) CI/CD
7 1,274 (13.63%) Business Intelligence
8 1,199 (12.83%) Continuous Improvement
9 1,181 (12.64%) Problem-Solving
10 1,126 (12.05%) Decision-Making
11 1,056 (11.30%) LLM
12 982 (10.51%) Mentoring
13 937 (10.03%) DevOps
14 845 (9.04%) Generative AI
15 810 (8.67%) Stakeholder Management
16 809 (8.66%) Data Science
17 748 (8.01%) Full-Stack Development
18 627 (6.71%) Data Engineering
19 616 (6.59%) Cybersecurity
20 586 (6.27%) Data Modelling
Programming Languages
1 2,972 (31.81%) Python
2 1,870 (20.01%) SQL
3 546 (5.84%) JavaScript
4 537 (5.75%) C#
5 451 (4.83%) TypeScript
6 417 (4.46%) Java
7 189 (2.02%) C++
8 147 (1.57%) PowerShell
9 104 (1.11%) Bash
10 100 (1.07%) Go
11 77 (0.82%) Bicep
12 69 (0.74%) C
13 66 (0.71%) PHP
14 65 (0.70%) R
15 64 (0.68%) Scala
16 54 (0.58%) Rust
17 49 (0.52%) Kotlin
18 48 (0.51%) Ruby
19 38 (0.41%) Data Analysis Expressions
20 27 (0.29%) Kusto Query Language
Qualifications
1 1,051 (11.25%) Azure Certification
2 1,007 (10.78%) Degree
3 651 (6.97%) Security Cleared
4 374 (4.00%) SC Cleared
5 272 (2.91%) Computer Science Degree
6 208 (2.23%) Master's Degree
7 188 (2.01%) DV Cleared
8 152 (1.63%) AWS Certification
9 134 (1.43%) CISSP
10 114 (1.22%) PhD
11 98 (1.05%) CISM
12 95 (1.02%) ACCA
13 88 (0.94%) Microsoft Certification
14 79 (0.85%) CIMA
15 68 (0.73%) AWS Certified Solutions Architect
16 64 (0.68%) A+ Certification
17 62 (0.66%) Network+ Certification
18 61 (0.65%) DBS Check
19 49 (0.52%) MBA
20 46 (0.49%) BPSS Clearance
Quality Assurance & Compliance
1 509 (5.45%) Data Quality
2 396 (4.24%) Accessibility
3 313 (3.35%) QA
4 268 (2.87%) GDPR
5 157 (1.68%) ISO/IEC 27001
6 112 (1.20%) GRC
7 110 (1.18%) NIST
8 84 (0.90%) WCAG
9 79 (0.85%) SLA
10 55 (0.59%) Cyber Essentials
11 51 (0.55%) California Consumer Privacy Act
12 37 (0.40%) PMO
13 30 (0.32%) Cyber Essentials PLUS
13 30 (0.32%) IFRS
13 30 (0.32%) NCSC
14 28 (0.30%) PCI DSS
15 24 (0.26%) Actionable Recommendations
16 23 (0.25%) EU AI Act
17 22 (0.24%) HIPAA
18 21 (0.22%) ISO/IEC 42001
System Software
1 526 (5.63%) Docker
2 163 (1.74%) Active Directory
3 98 (1.05%) Virtual Machines
4 49 (0.52%) VMware Infrastructure
5 24 (0.26%) Firmware
6 21 (0.22%) Virtual Desktop
7 19 (0.20%) Hyper-V
8 18 (0.19%) vSphere
9 11 (0.12%) Embedded Firmware
10 8 (0.086%) Ceph
11 6 (0.064%) IAG
12 4 (0.043%) VMware NSX
13 3 (0.032%) VMware ESXi
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
14 2 (0.021%) Slurm Workload Manager
15 1 (0.011%) Apache Flume
Systems Management
1 543 (5.81%) Kubernetes
2 142 (1.52%) Microsoft Intune
3 77 (0.82%) Ansible
4 74 (0.79%) Grafana
5 58 (0.62%) Prometheus
6 27 (0.29%) Puppet
7 21 (0.22%) Argo
8 19 (0.20%) Kubeflow
8 19 (0.20%) Single Sign-On
9 17 (0.18%) Podman
10 13 (0.14%) Progress Chef
11 12 (0.13%) Istio
12 7 (0.075%) Check_MK
12 7 (0.075%) Nagios
13 6 (0.064%) Hadoop YARN
13 6 (0.064%) Nessus
14 5 (0.054%) Control-M
14 5 (0.054%) Microsoft Clustering
14 5 (0.054%) Packer
14 5 (0.054%) SCCM
Vendors
1 2,178 (23.31%) Microsoft
2 455 (4.87%) Databricks
3 390 (4.17%) Google
4 275 (2.94%) OpenAI
5 233 (2.49%) Adobe
6 165 (1.77%) Salesforce
7 127 (1.36%) Oracle
8 121 (1.29%) SAP
9 119 (1.27%) Dell
10 115 (1.23%) Cisco
11 109 (1.17%) ServiceNow
12 93 (1.00%) Foundry
13 77 (0.82%) HubSpot
14 66 (0.71%) Apple
15 62 (0.66%) CyberArk
15 62 (0.66%) Facebook
16 56 (0.60%) VMware
17 50 (0.54%) Informatica
18 48 (0.51%) YouTube
19 46 (0.49%) Palo Alto