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 15 October 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Oct 2026
Same period 2025 Same period 2024
Rank 8 8 51
Rank change year-on-year 0 +43 +37
Permanent jobs citing AI 10,159 6,087 2,884
As % of all permanent jobs in the UK 8.55% 12.37% 4.06%
As % of the Processes & Methodologies category 11.65% 13.92% 4.95%
Number of salaries quoted 5,914 1,655 1,451
10th Percentile £41,250 £35,000 £41,250
25th Percentile £52,500 £50,000 £55,163
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £121,250 £115,000
UK excluding London median annual salary £65,000 £60,000 £67,250
% change year-on-year +8.33% -10.78% +3.36%

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 87,229 43,738 58,305
As % of all permanent jobs advertised in the UK 73.43% 88.90% 82.16%
Number of salaries quoted 59,718 24,553 31,325
10th Percentile £31,250 £28,250 £32,925
25th Percentile £41,250 £36,250 £44,000
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,243 £75,000 £78,750
90th Percentile £100,000 £95,000 £97,500
UK excluding London median annual salary £55,000 £47,500 £52,600
% change year-on-year +15.79% -9.70% -2.59%

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 15 October 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 15 October 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 +1 8,950 £72,500 - 14,575
UK excluding London -8 5,455 £65,000 +8.33% 5,443
London +9 3,992 £85,000 +6.25% 9,826
Work from Home -3 3,304 £70,752 +8.85% 6,222
North of England -8 1,616 £66,000 +10.00% 1,498
South East -8 1,224 £62,500 +13.64% 1,243
North West +10 999 £67,445 +12.41% 930
Midlands -15 806 £62,500 - 624
South West -2 631 £66,000 +10.00% 444
West Midlands -8 531 £65,000 +8.33% 434
East of England +17 527 £62,500 +19.05% 586
Yorkshire -13 374 £65,000 -10.34% 408
Scotland -8 293 £85,000 +24.32% 684
East Midlands -23 275 £62,500 -3.85% 190
North East -9 243 £66,000 +161.88% 163
Wales -4 221 £65,500 +19.09% 100
Northern Ireland +1 148 £74,830 -0.23% 296

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
1 316 (3.11%) SharePoint
2 135 (1.33%) Confluence
3 110 (1.08%) CMS
4 102 (1.00%) Microsoft Exchange
5 83 (0.82%) Apache Spark
6 81 (0.80%) Apache
7 73 (0.72%) Apache Airflow
8 46 (0.45%) WordPress
9 35 (0.34%) SAS
10 22 (0.22%) Palantir Foundry
11 17 (0.17%) Jupyter
12 16 (0.16%) IIS
13 14 (0.14%) Adobe Experience Manager
13 14 (0.14%) nginx
14 12 (0.12%) Camunda
15 9 (0.089%) Sitecore CMS
16 8 (0.079%) Headless CMS
16 8 (0.079%) OpenStack
17 7 (0.069%) Oracle SOA Suite
17 7 (0.069%) Oracle Workflow
Applications
1 382 (3.76%) Microsoft Excel
2 163 (1.60%) Microsoft Office
3 103 (1.01%) Chatbot
4 98 (0.96%) Microsoft PowerPoint
5 39 (0.38%) MS Visio
6 34 (0.33%) Spreadsheet
7 31 (0.31%) Adobe Creative Suite
8 22 (0.22%) Adobe Illustrator
9 21 (0.21%) Photoshop
10 19 (0.19%) Simulink
11 17 (0.17%) Adobe After Effects
11 17 (0.17%) UserZoom
12 16 (0.16%) Microsoft Project
13 14 (0.14%) InDesign
14 9 (0.089%) Revit
15 8 (0.079%) LaTeX
15 8 (0.079%) SPSS
16 7 (0.069%) Moqups
16 7 (0.069%) Trello
17 6 (0.059%) Adobe XD
Business Applications
1 137 (1.35%) Dynamics CRM
2 59 (0.58%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 23 (0.23%) Shopify
5 17 (0.17%) NetSuite
6 15 (0.15%) Cloudability
7 14 (0.14%) Distributed Ledger
8 13 (0.13%) Dynamics AX
9 12 (0.12%) Payment Gateway
10 10 (0.098%) Elite 3E
11 9 (0.089%) Oracle Procure-to-Pay
12 8 (0.079%) Carpe Diem
12 8 (0.079%) Dynamics NAV
12 8 (0.079%) Sage 50
12 8 (0.079%) Salesforce CRM
12 8 (0.079%) SAP MDG
13 6 (0.059%) Sage 200
13 6 (0.059%) SAP BPC
14 5 (0.049%) Oracle Payables
14 5 (0.049%) SAP PSCD
Cloud Services
1 2,312 (22.76%) Azure
2 1,751 (17.24%) AWS
3 998 (9.82%) Power Platform
4 906 (8.92%) SaaS
5 741 (7.29%) GCP
6 606 (5.97%) Microsoft 365
7 534 (5.26%) GitHub
8 479 (4.72%) Microsoft Copilot
9 464 (4.57%) Azure AI
10 370 (3.64%) Azure DevOps
11 321 (3.16%) Anthropic Claude
12 314 (3.09%) Serverless
13 271 (2.67%) Snowflake
14 261 (2.57%) Power Automate
15 244 (2.40%) Entra ID
16 240 (2.36%) GitHub Copilot
17 181 (1.78%) Copilot Studio
18 169 (1.66%) Microsoft Purview
19 166 (1.63%) PowerApps
20 147 (1.45%) Amazon S3
Communications & Networking
1 145 (1.43%) Internet
2 130 (1.28%) Firewall
3 126 (1.24%) Broadband
4 107 (1.05%) Network Security
5 103 (1.01%) VPN
6 91 (0.90%) DNS
7 45 (0.44%) TCP/IP
8 44 (0.43%) WAN
9 40 (0.39%) DHCP
10 38 (0.37%) 5G
11 32 (0.31%) VLAN
12 28 (0.28%) BGP
12 28 (0.28%) LAN
13 25 (0.25%) Wireless
14 21 (0.21%) VoIP
15 20 (0.20%) HTTP
16 19 (0.19%) OSPF
16 19 (0.19%) Wi-Fi
17 18 (0.18%) SMS
18 17 (0.17%) MQTT
Database & Business Intelligence
1 659 (6.49%) Power BI
2 276 (2.72%) MongoDB
3 256 (2.52%) PostgreSQL
4 231 (2.27%) Tableau
5 229 (2.25%) Metadata
6 228 (2.24%) Data Warehouse
7 226 (2.22%) SQL Server
8 196 (1.93%) Azure SQL Database
9 178 (1.75%) NoSQL
10 167 (1.64%) Data Lake
11 159 (1.57%) Big Data
12 137 (1.35%) Relational Database
13 108 (1.06%) MySQL
14 80 (0.79%) BigQuery
15 73 (0.72%) Redis
16 67 (0.66%) DynamoDB
16 67 (0.66%) Semantic Layer
17 63 (0.62%) Amazon RDS
18 62 (0.61%) Star Schema
19 58 (0.57%) Delta Lake
Development Applications
1 383 (3.77%) Git
2 234 (2.30%) JIRA
3 212 (2.09%) Claude Code
4 144 (1.42%) GitLab
5 137 (1.35%) Jenkins
6 45 (0.44%) MLflow
7 37 (0.36%) Selenium
8 36 (0.35%) JUnit
9 34 (0.33%) Maven
10 32 (0.31%) Postman
11 31 (0.31%) Cypress.io
12 23 (0.23%) Cucumber
13 17 (0.17%) Mockito
13 17 (0.17%) Visual Studio Code
14 16 (0.16%) Snyk
15 15 (0.15%) Gatling
16 14 (0.14%) REST Assured
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
16 14 (0.14%) Vite
General
1 2,772 (27.29%) Social Skills
2 2,650 (26.09%) Finance
3 1,279 (12.59%) Analytical Skills
4 1,130 (11.12%) Marketing
5 941 (9.26%) Inclusion and Diversity
6 658 (6.48%) Legal
7 638 (6.28%) Public Sector
8 535 (5.27%) Law
9 526 (5.18%) Banking
10 428 (4.21%) Retail
11 347 (3.42%) Influencing Skills
12 298 (2.93%) Organisational Skills
13 268 (2.64%) Manufacturing
14 197 (1.94%) Presentation Skills
15 164 (1.61%) Financial Institution
16 162 (1.59%) Advertising
17 157 (1.55%) Games
18 138 (1.36%) Telecoms
19 101 (0.99%) Aerospace
20 91 (0.90%) Aviation
Job Titles
1 2,063 (20.31%) Senior
2 1,139 (11.21%) Lead
3 1,060 (10.43%) Architect
4 1,033 (10.17%) Developer
5 798 (7.86%) Software Engineer
6 615 (6.05%) Artificial Intelligence Engineer
7 544 (5.35%) Analyst
8 477 (4.70%) Consultant
9 428 (4.21%) Data Engineer
10 415 (4.09%) Solutions Architect
11 355 (3.49%) Senior Manager
12 277 (2.73%) Data Scientist
13 271 (2.67%) Python Engineer
14 261 (2.57%) Artificial Intelligence Architect
15 245 (2.41%) Senior Developer
16 230 (2.26%) Senior Software Engineer
17 203 (2.00%) Data Architect
18 200 (1.97%) .NET Developer
19 185 (1.82%) Senior Architect
20 176 (1.73%) Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 556 (5.47%) React
2 531 (5.23%) Terraform
3 495 (4.87%) .NET
4 380 (3.74%) REST
5 290 (2.85%) Node.js
6 260 (2.56%) CSS
7 259 (2.55%) LangChain
8 241 (2.37%) HTML
9 210 (2.07%) RESTful
10 197 (1.94%) ASP.NET
11 179 (1.76%) ASP.NET Core
12 177 (1.74%) Kafka
13 176 (1.73%) .NET Core
14 155 (1.53%) PyTorch
15 151 (1.49%) Spring
16 150 (1.48%) LangGraph
17 149 (1.47%) ML.NET
18 131 (1.29%) Next.js
18 131 (1.29%) TensorFlow
19 126 (1.24%) FastAPI
Miscellaneous
1 880 (8.66%) AI Agents
2 743 (7.31%) Cloud Native
3 651 (6.41%) Onboarding
4 356 (3.50%) Distributed Systems
4 356 (3.50%) Product Ownership
5 310 (3.05%) Management Information System
6 241 (2.37%) Self-Motivation
7 215 (2.12%) Blog
8 203 (2.00%) Marketing Technology
9 202 (1.99%) Social Media
10 194 (1.91%) Algorithms
10 194 (1.91%) Enterprise Software
11 161 (1.58%) Low-Code
12 159 (1.57%) Cyber Threat
13 155 (1.53%) Robotics
14 115 (1.13%) Data Centre
15 108 (1.06%) Virtual Team
16 106 (1.04%) Greenfield Project
17 100 (0.98%) Legacy Systems
18 99 (0.97%) IoT
Operating Systems
1 283 (2.79%) Windows
2 282 (2.78%) Linux
3 87 (0.86%) Windows Server
4 56 (0.55%) Android
5 39 (0.38%) Apple iOS
6 34 (0.33%) macOS
7 28 (0.28%) Unix
8 23 (0.23%) VMS
9 22 (0.22%) Ubuntu
10 12 (0.12%) Debian
10 12 (0.12%) Embedded Linux
10 12 (0.12%) Windows 10
11 10 (0.098%) Red Hat Enterprise Linux
11 10 (0.098%) Windows Server 2019
12 8 (0.079%) CentOS
13 7 (0.069%) Kali Linux
14 6 (0.059%) Solaris
15 5 (0.049%) Robot Operating System
16 3 (0.030%) Gentoo
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,092 (20.59%) Machine Learning
2 2,088 (20.55%) Analytics
3 1,716 (16.89%) Software Engineering
4 1,645 (16.19%) Agile
5 1,553 (15.29%) Continuous Improvement
6 1,491 (14.68%) CI/CD
7 1,467 (14.44%) Problem-Solving
8 1,400 (13.78%) Roadmaps
9 1,321 (13.00%) Stakeholder Management
10 1,301 (12.81%) Decision-Making
11 1,223 (12.04%) LLM
12 1,099 (10.82%) Mentoring
13 1,068 (10.51%) DevOps
14 1,049 (10.33%) Generative AI
15 906 (8.92%) Business Intelligence
16 865 (8.51%) Data Science
17 808 (7.95%) Cybersecurity
18 768 (7.56%) Full-Stack Development
19 760 (7.48%) Coaching
20 745 (7.33%) Stakeholder Engagement
Programming Languages
1 2,430 (23.92%) Python
2 1,481 (14.58%) SQL
3 628 (6.18%) JavaScript
4 622 (6.12%) C#
5 576 (5.67%) TypeScript
6 497 (4.89%) Java
7 227 (2.23%) C++
8 191 (1.88%) PowerShell
9 132 (1.30%) Go
10 127 (1.25%) Bash
11 94 (0.93%) R
12 80 (0.79%) C
12 80 (0.79%) Rust
13 77 (0.76%) PHP
14 71 (0.70%) Scala
15 68 (0.67%) Bicep
16 51 (0.50%) Data Analysis Expressions
16 51 (0.50%) Ruby
17 48 (0.47%) Kotlin
18 30 (0.30%) MATLAB
Qualifications
1 1,224 (12.05%) Degree
2 894 (8.80%) Security Cleared
3 522 (5.14%) SC Cleared
4 316 (3.11%) Computer Science Degree
5 290 (2.85%) Master's Degree
6 284 (2.80%) Azure Certification
7 233 (2.29%) DV Cleared
8 182 (1.79%) AWS Certification
9 176 (1.73%) CISSP
10 150 (1.48%) Microsoft Certification
11 143 (1.41%) PhD
12 135 (1.33%) ACCA
13 133 (1.31%) CISM
14 132 (1.30%) DBS Check
15 117 (1.15%) CIMA
16 73 (0.72%) AWS Certified Solutions Architect
17 69 (0.68%) BPSS Clearance
18 68 (0.67%) A+ Certification
19 66 (0.65%) Network+ Certification
20 59 (0.58%) MBA
Quality Assurance & Compliance
1 683 (6.72%) Data Quality
2 373 (3.67%) QA
3 349 (3.44%) Accessibility
4 341 (3.36%) GDPR
5 210 (2.07%) ISO/IEC 27001
6 158 (1.56%) NIST
7 119 (1.17%) GRC
8 98 (0.96%) SLA
9 71 (0.70%) Cyber Essentials
10 56 (0.55%) WCAG
11 55 (0.54%) NCSC
12 48 (0.47%) PMO
13 44 (0.43%) Actionable Recommendations
14 34 (0.33%) Cyber Essentials PLUS
14 34 (0.33%) PCI DSS
15 32 (0.31%) EU AI Act
16 31 (0.31%) ISO/IEC 42001
17 23 (0.23%) NIST 800
18 19 (0.19%) IFRS
19 17 (0.17%) SOC 2
System Software
1 604 (5.95%) Docker
2 187 (1.84%) Active Directory
3 78 (0.77%) VMware Infrastructure
4 41 (0.40%) Virtual Machines
5 32 (0.31%) Hyper-V
6 26 (0.26%) Firmware
6 26 (0.26%) Virtual Desktop
7 25 (0.25%) vSphere
8 11 (0.11%) Embedded Firmware
9 8 (0.079%) Ceph
9 8 (0.079%) VMware ESXi
10 6 (0.059%) IAG
11 4 (0.039%) Slurm Workload Manager
11 4 (0.039%) VMware NSX
12 2 (0.020%) DFS Replication
12 2 (0.020%) Lustre
12 2 (0.020%) NFS
12 2 (0.020%) ProxySG
12 2 (0.020%) Snort
12 2 (0.020%) VMware Workstation
Systems Management
1 634 (6.24%) Kubernetes
2 167 (1.64%) Microsoft Intune
3 104 (1.02%) Grafana
4 103 (1.01%) Ansible
5 77 (0.76%) Prometheus
6 39 (0.38%) Puppet
7 28 (0.28%) Single Sign-On
8 26 (0.26%) Argo
9 21 (0.21%) Progress Chef
10 17 (0.17%) Podman
11 16 (0.16%) Kubeflow
12 13 (0.13%) Istio
13 11 (0.11%) CASB
14 9 (0.089%) Autotask
14 9 (0.089%) Nessus
15 8 (0.079%) EnCase
15 8 (0.079%) FTK
15 8 (0.079%) Kibana
15 8 (0.079%) Proxmox
16 7 (0.069%) Check_MK
Vendors
1 2,000 (19.69%) Microsoft
2 606 (5.97%) Google
3 389 (3.83%) Databricks
4 296 (2.91%) OpenAI
5 287 (2.83%) Salesforce
6 167 (1.64%) SAP
7 165 (1.62%) Adobe
8 148 (1.46%) Oracle
8 148 (1.46%) YouTube
9 127 (1.25%) Cisco
10 124 (1.22%) TikTok
11 119 (1.17%) ServiceNow
12 114 (1.12%) Foundry
13 107 (1.05%) Samsung
14 95 (0.94%) HubSpot
15 91 (0.90%) VMware
16 76 (0.75%) Apple
17 63 (0.62%) Facebook
18 61 (0.60%) CyberArk
18 61 (0.60%) Sage