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

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 8 8 53
Rank change year-on-year 0 +45 +34
Permanent jobs citing AI 10,100 6,102 2,961
As % of all permanent jobs in the UK 8.56% 12.41% 4.11%
As % of the Processes & Methodologies category 11.68% 13.96% 5.00%
Number of salaries quoted 5,809 1,638 1,466
10th Percentile £41,250 £35,000 £41,875
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 £121,625 £115,000
UK excluding London median annual salary £65,000 £60,000 £67,500
% change year-on-year +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 86,468 43,703 59,228
As % of all permanent jobs advertised in the UK 73.32% 88.90% 82.25%
Number of salaries quoted 59,116 24,458 31,674
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,000 £43,750
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,750 £75,000 £78,250
90th Percentile £100,000 £95,000 £97,500
UK excluding London median annual salary £55,000 £46,750 £52,500
% change year-on-year +17.65% -10.95% -2.78%

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 12 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 12 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 8,887 £72,500 +0.05% 18,198
UK excluding London -8 5,464 £65,000 +8.33% 6,729
London +9 3,933 £85,000 +6.25% 12,267
Work from Home -3 3,277 £70,752 +8.85% 7,061
North of England -7 1,620 £66,000 +10.00% 1,750
South East -8 1,219 £62,500 +16.28% 1,613
North West +13 991 £67,249 +9.79% 1,036
Midlands -14 816 £62,500 +2.04% 770
South West -2 626 £67,500 +12.50% 611
West Midlands -8 535 £65,000 +8.33% 492
East of England +16 528 £60,100 +14.48% 712
Yorkshire -11 382 £65,000 -8.77% 526
Scotland -7 297 £85,000 +28.30% 792
East Midlands -22 281 £60,000 -7.69% 278
North East -10 247 £66,000 +161.88% 193
Wales -3 223 £65,500 +19.09% 141
Northern Ireland +4 148 £74,830 -6.46% 379

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
1 305 (3.02%) SharePoint
2 136 (1.35%) Confluence
3 115 (1.14%) CMS
4 99 (0.98%) Microsoft Exchange
5 82 (0.81%) Apache Spark
6 80 (0.79%) Apache
7 72 (0.71%) Apache Airflow
8 42 (0.42%) WordPress
9 35 (0.35%) SAS
10 20 (0.20%) Palantir Foundry
11 17 (0.17%) Jupyter
12 16 (0.16%) IIS
13 14 (0.14%) nginx
14 13 (0.13%) Adobe Experience Manager
15 12 (0.12%) Camunda
16 9 (0.089%) Headless CMS
16 9 (0.089%) Sitecore CMS
17 8 (0.079%) OpenStack
18 7 (0.069%) Oracle SOA Suite
18 7 (0.069%) Oracle Workflow
Applications
1 431 (4.27%) Microsoft Excel
2 155 (1.53%) Microsoft Office
3 99 (0.98%) Chatbot
4 96 (0.95%) Microsoft PowerPoint
5 38 (0.38%) MS Visio
6 33 (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 15 (0.15%) 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
1 135 (1.34%) Dynamics CRM
2 59 (0.58%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 21 (0.21%) Shopify
5 19 (0.19%) Cloudability
6 17 (0.17%) NetSuite
7 13 (0.13%) Distributed Ledger
8 12 (0.12%) Payment Gateway
9 10 (0.099%) Dynamics AX
9 10 (0.099%) Elite 3E
10 9 (0.089%) Oracle Procure-to-Pay
11 8 (0.079%) Carpe Diem
11 8 (0.079%) Dynamics NAV
11 8 (0.079%) Sage 50
11 8 (0.079%) Salesforce CRM
11 8 (0.079%) SAP MDG
12 6 (0.059%) Sage 200
12 6 (0.059%) SAP BPC
13 5 (0.050%) Oracle Payables
13 5 (0.050%) SAP PSCD
Cloud Services
1 2,375 (23.51%) Azure
2 1,728 (17.11%) AWS
3 1,015 (10.05%) Power Platform
4 882 (8.73%) SaaS
5 728 (7.21%) GCP
6 594 (5.88%) Microsoft 365
7 565 (5.59%) Azure AI
8 530 (5.25%) GitHub
9 458 (4.53%) Microsoft Copilot
10 358 (3.54%) Azure DevOps
11 317 (3.14%) Anthropic Claude
12 310 (3.07%) Serverless
13 263 (2.60%) Snowflake
14 257 (2.54%) Power Automate
15 238 (2.36%) Entra ID
16 237 (2.35%) GitHub Copilot
17 172 (1.70%) Copilot Studio
18 167 (1.65%) PowerApps
19 165 (1.63%) Microsoft Purview
20 146 (1.45%) GitHub Actions
Communications & Networking
1 145 (1.44%) Internet
2 133 (1.32%) Broadband
3 126 (1.25%) Firewall
4 106 (1.05%) Network Security
5 101 (1.00%) VPN
6 89 (0.88%) DNS
7 45 (0.45%) TCP/IP
8 43 (0.43%) WAN
9 38 (0.38%) DHCP
10 37 (0.37%) 5G
11 32 (0.32%) VLAN
12 28 (0.28%) BGP
13 27 (0.27%) LAN
14 24 (0.24%) Wireless
15 21 (0.21%) HTTP
15 21 (0.21%) VoIP
16 19 (0.19%) OSPF
16 19 (0.19%) Wi-Fi
17 18 (0.18%) SMS
18 17 (0.17%) MQTT
Database & Business Intelligence
1 692 (6.85%) Power BI
2 277 (2.74%) Tableau
3 275 (2.72%) MongoDB
4 253 (2.50%) PostgreSQL
5 226 (2.24%) Metadata
6 224 (2.22%) Data Warehouse
6 224 (2.22%) SQL Server
7 195 (1.93%) Azure SQL Database
8 176 (1.74%) NoSQL
9 163 (1.61%) Data Lake
10 159 (1.57%) Big Data
11 133 (1.32%) Relational Database
12 106 (1.05%) MySQL
13 77 (0.76%) BigQuery
14 72 (0.71%) Redis
15 66 (0.65%) DynamoDB
15 66 (0.65%) Semantic Layer
16 62 (0.61%) Amazon RDS
16 62 (0.61%) Star Schema
17 57 (0.56%) Delta Lake
Development Applications
1 370 (3.66%) Git
2 225 (2.23%) JIRA
3 207 (2.05%) Claude Code
4 143 (1.42%) GitLab
5 136 (1.35%) Jenkins
6 45 (0.45%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 34 (0.34%) Maven
10 33 (0.33%) Postman
11 31 (0.31%) Cypress.io
12 22 (0.22%) Cucumber
13 20 (0.20%) Snyk
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 14 (0.14%) Gatling
15 14 (0.14%) REST Assured
15 14 (0.14%) Spock
15 14 (0.14%) TeamCity
15 14 (0.14%) Vite
General
1 2,841 (28.13%) Social Skills
2 2,597 (25.71%) Finance
3 1,256 (12.44%) Analytical Skills
4 1,106 (10.95%) Marketing
5 946 (9.37%) Inclusion and Diversity
6 653 (6.47%) Legal
7 622 (6.16%) Public Sector
8 530 (5.25%) Law
9 516 (5.11%) Banking
10 423 (4.19%) Retail
11 339 (3.36%) Influencing Skills
12 288 (2.85%) Organisational Skills
13 260 (2.57%) Manufacturing
14 191 (1.89%) Presentation Skills
15 163 (1.61%) Games
16 161 (1.59%) Financial Institution
17 159 (1.57%) Advertising
18 134 (1.33%) Telecoms
19 99 (0.98%) Aerospace
20 91 (0.90%) Legal Technology
Job Titles
1 2,010 (19.90%) Senior
2 1,125 (11.14%) Lead
3 1,048 (10.38%) Architect
4 1,015 (10.05%) Developer
5 783 (7.75%) Software Engineer
6 657 (6.50%) Artificial Intelligence Engineer
7 593 (5.87%) Analyst
8 466 (4.61%) Consultant
9 421 (4.17%) Data Engineer
10 405 (4.01%) Solutions Architect
11 339 (3.36%) Senior Manager
12 275 (2.72%) Data Scientist
13 268 (2.65%) Python Engineer
14 257 (2.54%) Artificial Intelligence Architect
15 237 (2.35%) Senior Developer
16 224 (2.22%) Senior Software Engineer
17 209 (2.07%) Data Analyst
18 199 (1.97%) .NET Developer
19 198 (1.96%) Data Architect
20 182 (1.80%) Junior
Libraries, Frameworks & Software Standards
1 553 (5.48%) React
2 521 (5.16%) Terraform
3 487 (4.82%) .NET
4 368 (3.64%) REST
5 289 (2.86%) Node.js
6 255 (2.52%) LangChain
7 253 (2.50%) CSS
8 236 (2.34%) HTML
9 209 (2.07%) RESTful
10 196 (1.94%) ASP.NET
11 178 (1.76%) ASP.NET Core
12 175 (1.73%) .NET Core
12 175 (1.73%) Kafka
13 153 (1.51%) PyTorch
14 149 (1.48%) LangGraph
15 148 (1.47%) ML.NET
16 146 (1.45%) Spring
17 130 (1.29%) TensorFlow
18 129 (1.28%) Next.js
19 125 (1.24%) FastAPI
Miscellaneous
1 852 (8.44%) AI Agents
2 729 (7.22%) Cloud Native
3 634 (6.28%) Onboarding
4 348 (3.45%) Distributed Systems
4 348 (3.45%) Product Ownership
5 311 (3.08%) Management Information System
6 241 (2.39%) Self-Motivation
7 210 (2.08%) Blog
8 201 (1.99%) Social Media
9 199 (1.97%) Marketing Technology
10 190 (1.88%) Algorithms
11 187 (1.85%) Enterprise Software
12 158 (1.56%) Cyber Threat
13 156 (1.54%) Low-Code
14 155 (1.53%) Robotics
15 121 (1.20%) Data Centre
16 108 (1.07%) Virtual Team
17 105 (1.04%) Greenfield Project
18 100 (0.99%) Legacy Systems
19 98 (0.97%) IoT
Operating Systems
1 278 (2.75%) Linux
2 277 (2.74%) Windows
3 85 (0.84%) Windows Server
4 56 (0.55%) Android
5 39 (0.39%) Apple iOS
6 33 (0.33%) macOS
7 27 (0.27%) 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 (0.099%) Red Hat Enterprise Linux
11 10 (0.099%) Windows Server 2019
12 8 (0.079%) CentOS
13 7 (0.069%) Kali Linux
14 6 (0.059%) Solaris
15 5 (0.050%) Robot Operating System
16 3 (0.030%) AIX
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,065 (20.45%) Machine Learning
2 2,049 (20.29%) Analytics
3 1,682 (16.65%) Software Engineering
4 1,625 (16.09%) Agile
5 1,524 (15.09%) Continuous Improvement
6 1,464 (14.50%) CI/CD
7 1,440 (14.26%) Problem-Solving
8 1,372 (13.58%) Roadmaps
9 1,291 (12.78%) Decision-Making
10 1,266 (12.53%) Stakeholder Management
11 1,201 (11.89%) LLM
12 1,086 (10.75%) Mentoring
13 1,045 (10.35%) DevOps
14 1,017 (10.07%) Generative AI
15 937 (9.28%) Business Intelligence
16 853 (8.45%) Data Science
17 800 (7.92%) Cybersecurity
18 754 (7.47%) Full-Stack Development
19 739 (7.32%) Coaching
20 728 (7.21%) Stakeholder Engagement
Programming Languages
1 2,486 (24.61%) Python
2 1,505 (14.90%) SQL
3 621 (6.15%) JavaScript
4 612 (6.06%) C#
5 567 (5.61%) TypeScript
6 485 (4.80%) Java
7 222 (2.20%) C++
8 189 (1.87%) PowerShell
9 129 (1.28%) Go
10 124 (1.23%) Bash
11 94 (0.93%) R
12 80 (0.79%) C
13 76 (0.75%) PHP
14 75 (0.74%) Rust
15 70 (0.69%) Scala
16 65 (0.64%) Bicep
17 51 (0.50%) Ruby
18 50 (0.50%) Data Analysis Expressions
19 46 (0.46%) Kotlin
20 30 (0.30%) MATLAB
Qualifications
1 1,198 (11.86%) Degree
2 880 (8.71%) Security Cleared
3 513 (5.08%) SC Cleared
4 382 (3.78%) Azure Certification
5 313 (3.10%) Computer Science Degree
6 287 (2.84%) Master's Degree
7 225 (2.23%) DV Cleared
8 182 (1.80%) AWS Certification
9 174 (1.72%) CISSP
10 141 (1.40%) Microsoft Certification
10 141 (1.40%) PhD
11 131 (1.30%) ACCA
11 131 (1.30%) CISM
12 126 (1.25%) DBS Check
13 113 (1.12%) CIMA
14 76 (0.75%) AWS Certified Solutions Architect
15 68 (0.67%) A+ Certification
16 67 (0.66%) BPSS Clearance
17 66 (0.65%) Network+ Certification
18 59 (0.58%) MBA
Quality Assurance & Compliance
1 665 (6.58%) Data Quality
2 357 (3.53%) QA
3 347 (3.44%) Accessibility
4 330 (3.27%) GDPR
5 207 (2.05%) ISO/IEC 27001
6 153 (1.51%) NIST
7 119 (1.18%) GRC
8 95 (0.94%) SLA
9 70 (0.69%) Cyber Essentials
10 59 (0.58%) WCAG
11 53 (0.52%) NCSC
12 48 (0.48%) PMO
13 42 (0.42%) Actionable Recommendations
14 34 (0.34%) Cyber Essentials PLUS
15 32 (0.32%) PCI DSS
16 29 (0.29%) EU AI Act
16 29 (0.29%) ISO/IEC 42001
17 23 (0.23%) NIST 800
18 19 (0.19%) IFRS
19 17 (0.17%) SOC 2
System Software
1 588 (5.82%) Docker
2 182 (1.80%) Active Directory
3 76 (0.75%) VMware Infrastructure
4 44 (0.44%) Virtual Machines
5 30 (0.30%) Hyper-V
6 26 (0.26%) Virtual Desktop
7 25 (0.25%) Firmware
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 (0.040%) Slurm Workload Manager
11 4 (0.040%) 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
1 620 (6.14%) Kubernetes
2 163 (1.61%) Microsoft Intune
3 103 (1.02%) Grafana
4 101 (1.00%) Ansible
5 75 (0.74%) Prometheus
6 39 (0.39%) Puppet
7 27 (0.27%) 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%) Kibana
15 8 (0.079%) Proxmox
16 7 (0.069%) Check_MK
16 7 (0.069%) EnCase
16 7 (0.069%) FTK
Vendors
1 2,011 (19.91%) Microsoft
2 590 (5.84%) Google
3 378 (3.74%) Databricks
4 288 (2.85%) OpenAI
5 285 (2.82%) Salesforce
6 174 (1.72%) Adobe
7 167 (1.65%) SAP
8 148 (1.47%) YouTube
9 147 (1.46%) Oracle
10 126 (1.25%) Cisco
11 124 (1.23%) TikTok
12 119 (1.18%) ServiceNow
13 107 (1.06%) Foundry
13 107 (1.06%) Samsung
14 92 (0.91%) HubSpot
15 89 (0.88%) VMware
16 79 (0.78%) Apple
17 62 (0.61%) Facebook
18 61 (0.60%) CyberArk
19 60 (0.59%) Dell