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 13 September 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 42
Rank change year-on-year +2 +32 +53
Permanent jobs citing AI 9,771 5,430 3,716
As % of all permanent jobs in the UK 8.61% 10.95% 4.75%
As % of the Processes & Methodologies category 11.82% 12.35% 5.86%
Number of salaries quoted 5,516 1,572 1,607
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £48,375 £55,000
Median annual salary (50th Percentile) £74,915 £70,000 £75,000
Median % change year-on-year +7.02% -6.67% -
75th Percentile £96,250 £97,743 £93,750
90th Percentile £112,500 £120,000 £115,000
UK excluding London median annual salary £65,000 £58,500 £65,000
% change year-on-year +11.11% -10.00% -7.14%

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 82,691 43,965 63,361
As % of all permanent jobs advertised in the UK 72.84% 88.66% 80.94%
Number of salaries quoted 57,506 24,819 36,681
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,500 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £76,250
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -3.23%

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 13 September 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 13 September 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 +3 8,559 £75,000 +7.14% 12,875
UK excluding London -6 5,542 £65,000 +11.11% 4,866
London +9 3,559 £85,000 - 9,140
Work from Home -1 3,128 £70,752 +13.20% 9,591
North of England -1 1,642 £67,249 +14.95% 1,078
South East -5 1,237 £62,500 +19.05% 1,313
North West +16 921 £70,000 +16.67% 653
Midlands -10 834 £60,000 - 515
South West +4 634 £69,973 +21.69% 601
West Midlands -8 566 £62,500 +4.82% 322
East of England +30 519 £60,100 +2.74% 474
Yorkshire -9 460 £65,000 -7.14% 328
Scotland -4 299 £85,000 +30.77% 622
East Midlands -18 268 £52,500 -16.00% 192
North East -2 261 £65,000 +90.24% 104
Wales +6 244 £66,000 +20.00% 86
Northern Ireland +13 156 £74,830 -11.96% 215

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
1 273 (2.79%) SharePoint
2 125 (1.28%) Confluence
3 99 (1.01%) Apache Spark
4 94 (0.96%) Apache Airflow
5 86 (0.88%) CMS
6 77 (0.79%) Microsoft Exchange
7 72 (0.74%) Apache
8 37 (0.38%) WordPress
9 33 (0.34%) SAS
10 25 (0.26%) Palantir Foundry
11 13 (0.13%) IIS
11 13 (0.13%) Jupyter
12 11 (0.11%) Camunda
13 10 (0.10%) nginx
14 9 (0.092%) Sitecore CMS
15 8 (0.082%) Adobe Experience Manager
15 8 (0.082%) Headless CMS
15 8 (0.082%) OpenStack
16 7 (0.072%) Oracle SOA Suite
17 5 (0.051%) Apache Pig
Applications
1 695 (7.11%) Microsoft Excel
2 116 (1.19%) Microsoft Office
3 98 (1.00%) Chatbot
4 68 (0.70%) Microsoft PowerPoint
5 32 (0.33%) UserZoom
6 26 (0.27%) Adobe Creative Suite
6 26 (0.27%) MS Visio
7 19 (0.19%) Spreadsheet
8 18 (0.18%) Adobe Illustrator
9 17 (0.17%) Adobe After Effects
9 17 (0.17%) Photoshop
10 14 (0.14%) InDesign
11 12 (0.12%) Microsoft Project
12 11 (0.11%) Simulink
13 8 (0.082%) LaTeX
13 8 (0.082%) SPSS
14 7 (0.072%) Trello
15 6 (0.061%) Adobe XD
16 5 (0.051%) Moqups
16 5 (0.051%) Sketch
Business Applications
1 120 (1.23%) Dynamics CRM
2 55 (0.56%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.21%) NetSuite
6 12 (0.12%) Payment Gateway
6 12 (0.12%) Shopify
7 10 (0.10%) Elite 3E
8 8 (0.082%) Carpe Diem
8 8 (0.082%) Distributed Ledger
8 8 (0.082%) Dynamics NAV
8 8 (0.082%) Sage 50
8 8 (0.082%) SAP MDG
9 7 (0.072%) Salesforce CRM
10 5 (0.051%) Oracle ERP
10 5 (0.051%) Sage 200
11 4 (0.041%) Dynamics AX
11 4 (0.041%) Eloqua
11 4 (0.041%) Oracle EBS
11 4 (0.041%) Primavera
Cloud Services
1 2,824 (28.90%) Azure
2 1,642 (16.80%) AWS
3 1,220 (12.49%) Power Platform
4 1,145 (11.72%) Azure AI
5 755 (7.73%) SaaS
6 674 (6.90%) GCP
7 513 (5.25%) Microsoft 365
8 464 (4.75%) GitHub
9 375 (3.84%) Microsoft Copilot
10 336 (3.44%) Azure DevOps
11 307 (3.14%) Snowflake
12 296 (3.03%) Serverless
13 295 (3.02%) Anthropic Claude
14 228 (2.33%) Power Automate
15 224 (2.29%) Entra ID
16 213 (2.18%) GitHub Copilot
17 158 (1.62%) Cloud Computing
18 154 (1.58%) PowerApps
19 145 (1.48%) Azure Synapse Analytics
20 137 (1.40%) Copilot Studio
Communications & Networking
1 207 (2.12%) Broadband
2 123 (1.26%) Internet
3 106 (1.08%) Firewall
4 102 (1.04%) Network Security
5 88 (0.90%) VPN
6 79 (0.81%) DNS
7 37 (0.38%) TCP/IP
8 36 (0.37%) WAN
9 31 (0.32%) 5G
10 30 (0.31%) DHCP
11 29 (0.30%) BGP
12 28 (0.29%) VLAN
13 22 (0.23%) HTTP
13 22 (0.23%) Wireless
14 20 (0.20%) LAN
14 20 (0.20%) OSPF
15 19 (0.19%) MQTT
15 19 (0.19%) VoIP
16 17 (0.17%) SMS
17 14 (0.14%) CTI
Database & Business Intelligence
1 943 (9.65%) Power BI
2 594 (6.08%) Tableau
3 272 (2.78%) MongoDB
4 252 (2.58%) Data Warehouse
5 247 (2.53%) SQL Server
6 228 (2.33%) PostgreSQL
7 203 (2.08%) Azure SQL Database
8 198 (2.03%) Data Lake
9 192 (1.96%) Metadata
10 168 (1.72%) NoSQL
11 132 (1.35%) Big Data
12 123 (1.26%) Relational Database
13 96 (0.98%) MySQL
14 85 (0.87%) BigQuery
15 63 (0.64%) Redis
16 62 (0.63%) DynamoDB
17 60 (0.61%) Semantic Layer
18 59 (0.60%) Delta Lake
19 58 (0.59%) Elasticsearch
19 58 (0.59%) Star Schema
Development Applications
1 333 (3.41%) Git
2 200 (2.05%) JIRA
3 176 (1.80%) Claude Code
4 128 (1.31%) Jenkins
5 106 (1.08%) GitLab
6 57 (0.58%) MLflow
7 37 (0.38%) Selenium
8 35 (0.36%) JUnit
8 35 (0.36%) Maven
9 30 (0.31%) Postman
10 28 (0.29%) Cypress.io
11 27 (0.28%) Snyk
12 17 (0.17%) Cucumber
12 17 (0.17%) Mockito
13 16 (0.16%) Visual Studio Code
14 14 (0.14%) Spock
14 14 (0.14%) Vite
15 13 (0.13%) Gatling
16 11 (0.11%) JMeter
17 10 (0.10%) Storybook
General
1 2,992 (30.62%) Social Skills
2 2,246 (22.99%) Finance
3 1,113 (11.39%) Analytical Skills
4 864 (8.84%) Marketing
5 774 (7.92%) Inclusion and Diversity
6 573 (5.86%) Legal
7 556 (5.69%) Public Sector
8 514 (5.26%) Law
9 437 (4.47%) Banking
10 345 (3.53%) Retail
11 287 (2.94%) Influencing Skills
12 250 (2.56%) Organisational Skills
13 236 (2.42%) Manufacturing
14 226 (2.31%) Games
15 142 (1.45%) Financial Institution
16 139 (1.42%) Presentation Skills
17 118 (1.21%) Advertising
18 117 (1.20%) Telecoms
19 85 (0.87%) Aerospace
19 85 (0.87%) Legal Technology
Job Titles
1 1,783 (18.25%) Senior
2 1,066 (10.91%) Lead
3 1,017 (10.41%) Architect
4 930 (9.52%) Developer
5 870 (8.90%) Analyst
6 798 (8.17%) Artificial Intelligence Engineer
7 673 (6.89%) Software Engineer
8 517 (5.29%) Data Analyst
9 507 (5.19%) Junior
10 448 (4.58%) Junior Analyst
11 441 (4.51%) Junior Data Analyst
12 410 (4.20%) Solutions Architect
13 401 (4.10%) Data Engineer
14 380 (3.89%) Consultant
15 284 (2.91%) Senior Manager
16 254 (2.60%) Data Scientist
17 250 (2.56%) Python Engineer
18 228 (2.33%) Artificial Intelligence Architect
19 208 (2.13%) Data Architect
20 204 (2.09%) .NET Developer
Libraries, Frameworks & Software Standards
1 525 (5.37%) React
2 464 (4.75%) Terraform
3 458 (4.69%) .NET
4 303 (3.10%) REST
5 268 (2.74%) Node.js
6 251 (2.57%) LangChain
7 237 (2.43%) HTML
8 234 (2.39%) CSS
9 210 (2.15%) RESTful
10 200 (2.05%) ASP.NET
11 186 (1.90%) Kafka
12 180 (1.84%) ASP.NET Core
13 175 (1.79%) .NET Core
14 173 (1.77%) PyTorch
15 149 (1.52%) ML.NET
16 144 (1.47%) TensorFlow
17 136 (1.39%) Next.js
18 132 (1.35%) LangGraph
19 124 (1.27%) Spring
20 123 (1.26%) Blazor
Miscellaneous
1 708 (7.25%) Cloud Native
2 705 (7.22%) AI Agents
3 442 (4.52%) Onboarding
4 327 (3.35%) Distributed Systems
5 326 (3.34%) Product Ownership
6 226 (2.31%) Management Information System
7 214 (2.19%) Social Media
8 202 (2.07%) Self-Motivation
9 197 (2.02%) Blog
10 174 (1.78%) Algorithms
11 163 (1.67%) Enterprise Software
12 145 (1.48%) Low-Code
12 145 (1.48%) Robotics
13 135 (1.38%) Data Centre
14 125 (1.28%) Marketing Technology
15 120 (1.23%) Cyber Threat
16 102 (1.04%) Legacy Systems
17 96 (0.98%) Greenfield Project
18 92 (0.94%) IoT
19 90 (0.92%) Virtual Team
Operating Systems
1 244 (2.50%) Windows
2 240 (2.46%) Linux
3 72 (0.74%) Windows Server
4 53 (0.54%) Android
5 36 (0.37%) Apple iOS
6 25 (0.26%) VMS
7 22 (0.23%) Unix
8 21 (0.21%) Ubuntu
9 18 (0.18%) Mac OS
10 10 (0.10%) Debian
11 9 (0.092%) Embedded Linux
12 8 (0.082%) Red Hat Enterprise Linux
12 8 (0.082%) Windows 10
13 5 (0.051%) CentOS
13 5 (0.051%) Kali Linux
13 5 (0.051%) Windows Server 2019
14 4 (0.041%) Solaris
15 3 (0.031%) Gentoo
15 3 (0.031%) Robot Operating System
16 2 (0.020%) Rocky
Processes & Methodologies
1 2,053 (21.01%) Machine Learning
2 1,942 (19.88%) Analytics
3 1,625 (16.63%) Agile
4 1,507 (15.42%) Software Engineering
5 1,369 (14.01%) CI/CD
6 1,368 (14.00%) Roadmaps
7 1,349 (13.81%) Continuous Improvement
8 1,275 (13.05%) Problem-Solving
9 1,199 (12.27%) Decision-Making
10 1,186 (12.14%) Business Intelligence
11 1,104 (11.30%) LLM
12 1,044 (10.68%) Mentoring
13 999 (10.22%) Stakeholder Management
14 986 (10.09%) DevOps
15 885 (9.06%) Generative AI
16 822 (8.41%) Data Science
17 741 (7.58%) Full-Stack Development
18 692 (7.08%) Cybersecurity
19 625 (6.40%) Data Modelling
20 616 (6.30%) Data Engineering
Programming Languages
1 2,831 (28.97%) Python
2 1,771 (18.13%) SQL
3 564 (5.77%) JavaScript
4 554 (5.67%) C#
5 488 (4.99%) TypeScript
6 431 (4.41%) Java
7 206 (2.11%) C++
8 166 (1.70%) PowerShell
9 118 (1.21%) Go
10 114 (1.17%) Bash
11 73 (0.75%) Bicep
12 72 (0.74%) C
13 70 (0.72%) R
14 66 (0.68%) Scala
15 65 (0.67%) PHP
16 60 (0.61%) Rust
17 49 (0.50%) Ruby
18 44 (0.45%) Data Analysis Expressions
19 36 (0.37%) Kotlin
20 29 (0.30%) Kusto Query Language
Qualifications
1 1,076 (11.01%) Degree
2 901 (9.22%) Azure Certification
3 734 (7.51%) Security Cleared
4 421 (4.31%) SC Cleared
5 286 (2.93%) Computer Science Degree
6 231 (2.36%) Master's Degree
7 201 (2.06%) DV Cleared
8 163 (1.67%) AWS Certification
9 159 (1.63%) CISSP
10 125 (1.28%) PhD
11 118 (1.21%) ACCA
12 116 (1.19%) CISM
13 109 (1.12%) Microsoft Certification
14 100 (1.02%) CIMA
15 94 (0.96%) DBS Check
16 74 (0.76%) AWS Certified Solutions Architect
17 67 (0.69%) A+ Certification
18 65 (0.67%) Network+ Certification
19 58 (0.59%) BPSS Clearance
20 55 (0.56%) MBA
Quality Assurance & Compliance
1 555 (5.68%) Data Quality
2 358 (3.66%) Accessibility
3 327 (3.35%) QA
4 297 (3.04%) GDPR
5 185 (1.89%) ISO/IEC 27001
6 130 (1.33%) NIST
7 123 (1.26%) GRC
8 83 (0.85%) SLA
9 68 (0.70%) WCAG
10 63 (0.64%) Cyber Essentials
11 41 (0.42%) NCSC
12 40 (0.41%) PMO
13 33 (0.34%) Cyber Essentials PLUS
14 31 (0.32%) California Consumer Privacy Act
14 31 (0.32%) PCI DSS
15 30 (0.31%) IFRS
16 25 (0.26%) EU AI Act
16 25 (0.26%) ISO/IEC 42001
17 23 (0.24%) Actionable Recommendations
18 22 (0.23%) NIST 800
System Software
1 537 (5.50%) Docker
2 170 (1.74%) Active Directory
3 100 (1.02%) Virtual Machines
4 65 (0.67%) VMware Infrastructure
5 26 (0.27%) Hyper-V
6 25 (0.26%) Firmware
7 22 (0.23%) Virtual Desktop
8 20 (0.20%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.082%) Ceph
11 6 (0.061%) IAG
12 4 (0.041%) VMware ESXi
12 4 (0.041%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.020%) Lustre
14 2 (0.020%) ProxySG
15 1 (0.010%) Apache Flume
15 1 (0.010%) KVM
Systems Management
1 562 (5.75%) Kubernetes
2 152 (1.56%) Microsoft Intune
3 87 (0.89%) Grafana
4 84 (0.86%) Ansible
5 67 (0.69%) Prometheus
6 29 (0.30%) Puppet
7 24 (0.25%) Argo
8 23 (0.24%) Single Sign-On
9 18 (0.18%) Podman
10 17 (0.17%) Kubeflow
11 14 (0.14%) Progress Chef
12 12 (0.12%) Istio
13 8 (0.082%) Nessus
14 7 (0.072%) Check_MK
14 7 (0.072%) Nagios
14 7 (0.072%) Proxmox
15 6 (0.061%) Hadoop YARN
15 6 (0.061%) SCCM
16 5 (0.051%) Nmap
16 5 (0.051%) Packer
Vendors
1 2,174 (22.25%) Microsoft
2 484 (4.95%) Google
3 460 (4.71%) Databricks
4 276 (2.82%) OpenAI
5 190 (1.94%) Salesforce
6 186 (1.90%) Adobe
7 134 (1.37%) SAP
8 124 (1.27%) Cisco
9 114 (1.17%) Oracle
10 105 (1.07%) ServiceNow
11 102 (1.04%) YouTube
12 94 (0.96%) Dell
12 94 (0.96%) Foundry
13 83 (0.85%) HubSpot
14 75 (0.77%) VMware
15 73 (0.75%) Apple
16 61 (0.62%) CyberArk
16 61 (0.62%) Facebook
17 56 (0.57%) Sage
18 47 (0.48%) Palo Alto