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

6 months to
11 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 53
Rank change year-on-year +1 +44 +36
Permanent jobs citing AI 10,175 6,142 2,965
As % of all permanent jobs in the UK 8.61% 12.44% 4.10%
As % of the Processes & Methodologies category 11.75% 13.99% 4.99%
Number of salaries quoted 5,792 1,645 1,471
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 £122,000 £115,000
UK excluding London median annual salary £65,000 £60,000 £67,500
% change year-on-year +8.33% -11.11% +1.84%

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 86,578 43,908 59,440
As % of all permanent jobs advertised in the UK 73.25% 88.94% 82.23%
Number of salaries quoted 59,120 24,542 31,807
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,054 £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 £47,000 £52,500
% change year-on-year +17.02% -10.48% -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 11 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 11 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 8,943 £72,500 +0.69% 18,274
UK excluding London -8 5,552 £65,000 +8.33% 6,898
London +9 3,917 £85,000 +6.25% 12,211
Work from Home -3 3,261 £70,752 +8.85% 7,138
North of England -7 1,645 £66,000 +10.00% 1,788
South East -8 1,235 £62,500 +19.05% 1,637
North West +13 993 £67,472 +10.16% 1,086
Midlands -13 832 £62,500 +4.17% 806
South West -1 640 £67,500 +14.89% 636
West Midlands -8 542 £65,000 +8.33% 517
East of England +15 532 £60,100 +11.81% 719
Yorkshire -10 400 £65,000 -8.77% 513
Scotland -8 304 £85,000 +28.30% 830
East Midlands -18 290 £58,750 -9.62% 289
North East -10 252 £66,000 +161.88% 194
Wales -3 229 £65,500 +19.09% 138
Northern Ireland +5 150 £74,830 -6.46% 382

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 (3.00%) SharePoint
2 136 (1.34%) Confluence
3 115 (1.13%) CMS
4 97 (0.95%) Microsoft Exchange
5 82 (0.81%) Apache Spark
6 79 (0.78%) Apache
7 71 (0.70%) Apache Airflow
8 41 (0.40%) WordPress
9 34 (0.33%) SAS
10 20 (0.20%) Palantir Foundry
11 17 (0.17%) Jupyter
12 16 (0.16%) IIS
13 13 (0.13%) Adobe Experience Manager
13 13 (0.13%) nginx
14 12 (0.12%) Camunda
15 9 (0.088%) Headless CMS
15 9 (0.088%) Sitecore CMS
16 8 (0.079%) OpenStack
17 7 (0.069%) Oracle SOA Suite
17 7 (0.069%) Oracle Workflow
Applications
1 484 (4.76%) Microsoft Excel
2 154 (1.51%) Microsoft Office
3 99 (0.97%) Chatbot
4 96 (0.94%) Microsoft PowerPoint
5 38 (0.37%) MS Visio
6 32 (0.31%) Spreadsheet
7 31 (0.30%) 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 (0.088%) 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 (1.33%) 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 (0.098%) Dynamics AX
9 10 (0.098%) Elite 3E
10 9 (0.088%) 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 (0.049%) Oracle Payables
13 5 (0.049%) SAP PSCD
Cloud Services
1 2,478 (24.35%) Azure
2 1,723 (16.93%) AWS
3 1,059 (10.41%) Power Platform
4 877 (8.62%) SaaS
5 726 (7.14%) GCP
6 673 (6.61%) Azure AI
7 590 (5.80%) Microsoft 365
8 530 (5.21%) GitHub
9 455 (4.47%) Microsoft Copilot
10 357 (3.51%) Azure DevOps
11 317 (3.12%) Anthropic Claude
12 309 (3.04%) Serverless
13 260 (2.56%) Snowflake
14 256 (2.52%) Power Automate
15 236 (2.32%) GitHub Copilot
16 235 (2.31%) Entra ID
17 170 (1.67%) Copilot Studio
18 166 (1.63%) PowerApps
19 163 (1.60%) Microsoft Purview
20 146 (1.43%) GitHub Actions
Communications & Networking
1 145 (1.43%) Internet
2 133 (1.31%) Broadband
3 127 (1.25%) Firewall
4 106 (1.04%) Network Security
5 101 (0.99%) VPN
6 88 (0.86%) DNS
7 44 (0.43%) TCP/IP
8 43 (0.42%) WAN
9 37 (0.36%) 5G
9 37 (0.36%) DHCP
10 33 (0.32%) VLAN
11 28 (0.28%) BGP
12 27 (0.27%) LAN
13 24 (0.24%) Wireless
14 21 (0.21%) HTTP
14 21 (0.21%) VoIP
15 19 (0.19%) OSPF
15 19 (0.19%) Wi-Fi
16 18 (0.18%) SMS
17 17 (0.17%) MQTT
Database & Business Intelligence
1 738 (7.25%) Power BI
2 330 (3.24%) Tableau
3 276 (2.71%) MongoDB
4 253 (2.49%) PostgreSQL
5 225 (2.21%) Metadata
6 223 (2.19%) Data Warehouse
6 223 (2.19%) SQL Server
7 195 (1.92%) Azure SQL Database
8 176 (1.73%) NoSQL
9 163 (1.60%) Data Lake
10 156 (1.53%) Big Data
11 133 (1.31%) Relational Database
12 105 (1.03%) MySQL
13 77 (0.76%) BigQuery
14 71 (0.70%) Redis
15 66 (0.65%) DynamoDB
15 66 (0.65%) Semantic Layer
16 62 (0.61%) Star Schema
17 61 (0.60%) Amazon RDS
18 57 (0.56%) Delta Lake
Development Applications
1 370 (3.64%) Git
2 225 (2.21%) JIRA
3 207 (2.03%) Claude Code
4 143 (1.41%) GitLab
5 136 (1.34%) Jenkins
6 45 (0.44%) MLflow
7 37 (0.36%) Selenium
8 36 (0.35%) JUnit
9 34 (0.33%) Maven
10 33 (0.32%) Postman
11 31 (0.30%) 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 15 (0.15%) Vite
16 14 (0.14%) Gatling
16 14 (0.14%) REST Assured
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
General
1 2,935 (28.85%) Social Skills
2 2,591 (25.46%) Finance
3 1,240 (12.19%) Analytical Skills
4 1,105 (10.86%) Marketing
5 942 (9.26%) Inclusion and Diversity
6 647 (6.36%) Legal
7 620 (6.09%) Public Sector
8 528 (5.19%) Law
9 516 (5.07%) Banking
10 422 (4.15%) Retail
11 338 (3.32%) Influencing Skills
12 287 (2.82%) Organisational Skills
13 258 (2.54%) Manufacturing
14 190 (1.87%) Presentation Skills
15 164 (1.61%) Games
16 161 (1.58%) Financial Institution
17 158 (1.55%) Advertising
18 133 (1.31%) Telecoms
19 97 (0.95%) Aerospace
20 91 (0.89%) Legal Technology
Job Titles
1 2,006 (19.71%) Senior
2 1,119 (11.00%) Lead
3 1,044 (10.26%) Architect
4 1,013 (9.96%) Developer
5 779 (7.66%) Software Engineer
6 711 (6.99%) Artificial Intelligence Engineer
7 643 (6.32%) Analyst
8 463 (4.55%) Consultant
9 420 (4.13%) Data Engineer
10 405 (3.98%) Solutions Architect
11 339 (3.33%) Senior Manager
12 275 (2.70%) Data Scientist
13 265 (2.60%) Python Engineer
14 261 (2.57%) Data Analyst
15 255 (2.51%) Artificial Intelligence Architect
16 237 (2.33%) Junior
17 236 (2.32%) Senior Developer
18 223 (2.19%) Senior Software Engineer
19 199 (1.96%) .NET Developer
20 198 (1.95%) Data Architect
Libraries, Frameworks & Software Standards
1 554 (5.44%) React
2 519 (5.10%) Terraform
3 485 (4.77%) .NET
4 369 (3.63%) REST
5 288 (2.83%) Node.js
6 255 (2.51%) LangChain
7 252 (2.48%) CSS
8 235 (2.31%) HTML
9 209 (2.05%) RESTful
10 196 (1.93%) ASP.NET
11 178 (1.75%) ASP.NET Core
12 175 (1.72%) .NET Core
12 175 (1.72%) Kafka
13 152 (1.49%) PyTorch
14 149 (1.46%) LangGraph
15 148 (1.45%) ML.NET
16 147 (1.44%) Spring
17 130 (1.28%) Next.js
18 129 (1.27%) TensorFlow
19 125 (1.23%) FastAPI
Miscellaneous
1 844 (8.29%) AI Agents
2 729 (7.16%) Cloud Native
3 632 (6.21%) Onboarding
4 349 (3.43%) Product Ownership
5 348 (3.42%) Distributed Systems
6 304 (2.99%) Management Information System
7 241 (2.37%) Self-Motivation
8 210 (2.06%) Blog
9 200 (1.97%) Social Media
10 199 (1.96%) Marketing Technology
11 190 (1.87%) Algorithms
12 186 (1.83%) Enterprise Software
13 157 (1.54%) Cyber Threat
14 155 (1.52%) Low-Code
15 154 (1.51%) Robotics
16 119 (1.17%) Data Centre
17 106 (1.04%) Virtual Team
18 105 (1.03%) Greenfield Project
19 100 (0.98%) Legacy Systems
20 98 (0.96%) IoT
Operating Systems
1 277 (2.72%) Linux
2 276 (2.71%) Windows
3 84 (0.83%) Windows Server
4 56 (0.55%) Android
5 39 (0.38%) Apple iOS
6 34 (0.33%) macOS
7 27 (0.27%) Unix
8 23 (0.23%) Ubuntu
8 23 (0.23%) VMS
9 12 (0.12%) Debian
9 12 (0.12%) Embedded Linux
9 12 (0.12%) Windows 10
10 10 (0.098%) Red Hat Enterprise Linux
11 9 (0.088%) 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 (0.029%) Gentoo
16 3 (0.029%) Rocky
Processes & Methodologies
1 2,056 (20.21%) Machine Learning
2 2,032 (19.97%) Analytics
3 1,676 (16.47%) Software Engineering
4 1,621 (15.93%) Agile
5 1,514 (14.88%) Continuous Improvement
6 1,460 (14.35%) CI/CD
7 1,435 (14.10%) Problem-Solving
8 1,364 (13.41%) Roadmaps
9 1,284 (12.62%) Decision-Making
10 1,256 (12.34%) Stakeholder Management
11 1,198 (11.77%) LLM
12 1,082 (10.63%) Mentoring
13 1,045 (10.27%) DevOps
14 1,009 (9.92%) Generative AI
15 985 (9.68%) Business Intelligence
16 854 (8.39%) Data Science
17 792 (7.78%) Cybersecurity
18 754 (7.41%) Full-Stack Development
19 736 (7.23%) Coaching
20 723 (7.11%) Stakeholder Engagement
Programming Languages
1 2,580 (25.36%) Python
2 1,554 (15.27%) SQL
3 618 (6.07%) JavaScript
4 609 (5.99%) C#
5 564 (5.54%) TypeScript
6 487 (4.79%) Java
7 221 (2.17%) C++
8 187 (1.84%) PowerShell
9 129 (1.27%) Go
10 124 (1.22%) Bash
11 92 (0.90%) R
12 79 (0.78%) C
13 75 (0.74%) PHP
14 74 (0.73%) Rust
15 70 (0.69%) Scala
16 65 (0.64%) Bicep
17 51 (0.50%) Ruby
18 50 (0.49%) Data Analysis Expressions
19 46 (0.45%) Kotlin
20 30 (0.29%) MATLAB
Qualifications
1 1,189 (11.69%) Degree
2 875 (8.60%) Security Cleared
3 509 (5.00%) SC Cleared
4 488 (4.80%) Azure Certification
5 312 (3.07%) Computer Science Degree
6 282 (2.77%) Master's Degree
7 225 (2.21%) DV Cleared
8 181 (1.78%) AWS Certification
9 172 (1.69%) CISSP
10 140 (1.38%) Microsoft Certification
11 137 (1.35%) PhD
12 129 (1.27%) ACCA
12 129 (1.27%) CISM
13 125 (1.23%) DBS Check
14 111 (1.09%) CIMA
15 75 (0.74%) AWS Certified Solutions Architect
16 68 (0.67%) A+ Certification
17 67 (0.66%) BPSS Clearance
18 66 (0.65%) Network+ Certification
19 59 (0.58%) MBA
Quality Assurance & Compliance
1 661 (6.50%) Data Quality
2 353 (3.47%) QA
3 344 (3.38%) Accessibility
4 327 (3.21%) GDPR
5 205 (2.01%) ISO/IEC 27001
6 151 (1.48%) NIST
7 117 (1.15%) GRC
8 95 (0.93%) SLA
9 69 (0.68%) Cyber Essentials
10 59 (0.58%) WCAG
11 51 (0.50%) NCSC
12 48 (0.47%) PMO
13 40 (0.39%) Actionable Recommendations
14 34 (0.33%) Cyber Essentials PLUS
15 32 (0.31%) PCI DSS
16 29 (0.29%) EU AI Act
16 29 (0.29%) ISO/IEC 42001
17 22 (0.22%) NIST 800
18 19 (0.19%) IFRS
19 17 (0.17%) SOC 2
System Software
1 587 (5.77%) Docker
2 180 (1.77%) Active Directory
3 75 (0.74%) VMware Infrastructure
4 43 (0.42%) Virtual Machines
5 29 (0.29%) Hyper-V
6 26 (0.26%) Virtual Desktop
7 25 (0.25%) vSphere
8 24 (0.24%) Firmware
9 11 (0.11%) Embedded Firmware
10 8 (0.079%) Ceph
10 8 (0.079%) VMware ESXi
11 6 (0.059%) IAG
12 4 (0.039%) Slurm Workload Manager
12 4 (0.039%) VMware NSX
13 2 (0.020%) Lustre
13 2 (0.020%) NFS
13 2 (0.020%) ProxySG
13 2 (0.020%) Snort
13 2 (0.020%) VMware Workstation
14 1 (0.010%) DFS Replication
Systems Management
1 622 (6.11%) Kubernetes
2 162 (1.59%) Microsoft Intune
3 103 (1.01%) Grafana
4 100 (0.98%) Ansible
5 75 (0.74%) Prometheus
6 38 (0.37%) Puppet
7 26 (0.26%) Argo
8 25 (0.25%) Single Sign-On
9 20 (0.20%) Progress Chef
10 18 (0.18%) Podman
11 16 (0.16%) Kubeflow
12 13 (0.13%) Istio
13 10 (0.098%) CASB
14 9 (0.088%) Autotask
14 9 (0.088%) Nessus
15 8 (0.079%) Proxmox
16 7 (0.069%) Check_MK
16 7 (0.069%) EnCase
16 7 (0.069%) FTK
16 7 (0.069%) Kibana
Vendors
1 2,059 (20.24%) Microsoft
2 589 (5.79%) Google
3 375 (3.69%) Databricks
4 287 (2.82%) OpenAI
5 284 (2.79%) Salesforce
6 174 (1.71%) Adobe
7 165 (1.62%) SAP
8 147 (1.44%) YouTube
9 145 (1.43%) Oracle
10 126 (1.24%) Cisco
11 124 (1.22%) TikTok
12 118 (1.16%) ServiceNow
13 107 (1.05%) Samsung
14 105 (1.03%) Foundry
15 92 (0.90%) HubSpot
16 88 (0.86%) VMware
17 79 (0.78%) Apple
18 62 (0.61%) Facebook
19 61 (0.60%) CyberArk
20 60 (0.59%) Dell