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

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 48
Rank change year-on-year +2 +38 +44
Permanent jobs citing AI 9,992 5,780 3,245
As % of all permanent jobs in the UK 8.51% 11.68% 4.25%
As % of the Processes & Methodologies category 11.64% 13.16% 5.20%
Number of salaries quoted 5,736 1,601 1,566
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £49,750 £55,163
Median annual salary (50th Percentile) £74,830 £70,000 £75,000
Median % change year-on-year +6.90% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £120,000 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,766
% change year-on-year +8.33% -8.77% -6.05%

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 85,853 43,932 62,432
As % of all permanent jobs advertised in the UK 73.10% 88.75% 81.70%
Number of salaries quoted 59,280 24,639 34,370
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,585 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,965
Median % change year-on-year +9.09% -5.11% -3.39%
75th Percentile £80,000 £75,000 £77,500
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% -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 26 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 26 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 +2 8,764 £74,830 +6.90% 19,787
UK excluding London -7 5,543 £65,000 +8.33% 7,882
London +9 3,749 £85,000 +6.25% 13,356
Work from Home -3 3,220 £71,000 +9.23% 7,814
North of England -3 1,634 £67,249 +12.08% 1,920
South East -7 1,264 £62,500 +19.05% 1,908
North West +14 957 £67,500 +5.88% 1,187
Midlands -11 818 £62,000 +3.33% 871
South West -1 650 £69,973 +16.62% 960
West Midlands -8 560 £62,500 +4.99% 583
East of England +18 510 £60,100 +1.43% 779
Yorkshire -10 422 £65,000 -13.33% 558
Scotland -7 296 £85,000 +25.93% 920
East Midlands -25 258 £52,500 -19.23% 288
North East -6 255 £66,000 +93.17% 181
Wales +3 240 £66,000 +20.00% 164
Northern Ireland +6 152 £74,830 -3.45% 405

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
1 296 (2.96%) SharePoint
2 133 (1.33%) Confluence
3 90 (0.90%) CMS
4 83 (0.83%) Microsoft Exchange
5 82 (0.82%) Apache Spark
6 76 (0.76%) Apache
7 72 (0.72%) Apache Airflow
8 42 (0.42%) WordPress
9 34 (0.34%) SAS
10 23 (0.23%) Palantir Foundry
11 14 (0.14%) IIS
11 14 (0.14%) Jupyter
12 12 (0.12%) Camunda
13 11 (0.11%) nginx
14 10 (0.10%) Adobe Experience Manager
14 10 (0.10%) Headless CMS
15 9 (0.090%) Sitecore CMS
16 8 (0.080%) OpenStack
17 7 (0.070%) Oracle SOA Suite
17 7 (0.070%) Oracle Workflow
Applications
1 565 (5.65%) Microsoft Excel
2 136 (1.36%) Microsoft Office
3 99 (0.99%) Chatbot
4 81 (0.81%) Microsoft PowerPoint
5 38 (0.38%) MS Visio
6 29 (0.29%) Adobe Creative Suite
7 24 (0.24%) UserZoom
8 21 (0.21%) Spreadsheet
9 19 (0.19%) Adobe Illustrator
10 18 (0.18%) Photoshop
11 17 (0.17%) Adobe After Effects
12 15 (0.15%) Simulink
13 14 (0.14%) InDesign
13 14 (0.14%) Microsoft Project
14 8 (0.080%) LaTeX
14 8 (0.080%) SPSS
14 8 (0.080%) Trello
15 7 (0.070%) Moqups
15 7 (0.070%) Revit
16 6 (0.060%) Adobe XD
Business Applications
1 131 (1.31%) Dynamics CRM
2 58 (0.58%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 21 (0.21%) NetSuite
6 16 (0.16%) Shopify
7 12 (0.12%) Payment Gateway
8 11 (0.11%) Distributed Ledger
9 10 (0.10%) Elite 3E
10 8 (0.080%) Carpe Diem
10 8 (0.080%) Dynamics NAV
10 8 (0.080%) Sage 50
10 8 (0.080%) Salesforce CRM
10 8 (0.080%) SAP MDG
11 7 (0.070%) Oracle Procure-to-Pay
12 6 (0.060%) Dynamics AX
13 5 (0.050%) Sage 200
14 4 (0.040%) Eloqua
14 4 (0.040%) Magento
14 4 (0.040%) SAP BPC
Cloud Services
1 2,670 (26.72%) Azure
2 1,694 (16.95%) AWS
3 1,102 (11.03%) Power Platform
4 921 (9.22%) Azure AI
5 790 (7.91%) SaaS
6 707 (7.08%) GCP
7 559 (5.59%) Microsoft 365
8 501 (5.01%) GitHub
9 428 (4.28%) Microsoft Copilot
10 355 (3.55%) Azure DevOps
11 311 (3.11%) Anthropic Claude
12 308 (3.08%) Serverless
13 285 (2.85%) Snowflake
14 255 (2.55%) Power Automate
15 228 (2.28%) Entra ID
15 228 (2.28%) GitHub Copilot
16 166 (1.66%) PowerApps
17 161 (1.61%) Copilot Studio
18 147 (1.47%) Cloud Computing
18 147 (1.47%) Microsoft Purview
Communications & Networking
1 141 (1.41%) Broadband
2 137 (1.37%) Internet
3 114 (1.14%) Firewall
4 103 (1.03%) Network Security
5 94 (0.94%) VPN
6 81 (0.81%) DNS
7 39 (0.39%) WAN
8 38 (0.38%) TCP/IP
9 32 (0.32%) 5G
10 31 (0.31%) DHCP
11 29 (0.29%) BGP
11 29 (0.29%) VLAN
12 25 (0.25%) Wireless
13 24 (0.24%) HTTP
14 23 (0.23%) LAN
15 20 (0.20%) MQTT
15 20 (0.20%) OSPF
15 20 (0.20%) SMS
16 19 (0.19%) VoIP
17 14 (0.14%) Wi-Fi
Database & Business Intelligence
1 799 (8.00%) Power BI
2 412 (4.12%) Tableau
3 270 (2.70%) MongoDB
4 257 (2.57%) SQL Server
5 245 (2.45%) PostgreSQL
6 219 (2.19%) Data Warehouse
7 210 (2.10%) Metadata
8 202 (2.02%) Azure SQL Database
9 172 (1.72%) NoSQL
10 168 (1.68%) Data Lake
11 136 (1.36%) Big Data
12 131 (1.31%) Relational Database
13 104 (1.04%) MySQL
14 75 (0.75%) BigQuery
15 69 (0.69%) Redis
16 64 (0.64%) DynamoDB
16 64 (0.64%) Semantic Layer
17 61 (0.61%) Star Schema
18 60 (0.60%) Amazon RDS
19 58 (0.58%) Delta Lake
Development Applications
1 355 (3.55%) Git
2 220 (2.20%) JIRA
3 196 (1.96%) Claude Code
4 130 (1.30%) Jenkins
5 119 (1.19%) GitLab
6 47 (0.47%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 33 (0.33%) Postman
11 30 (0.30%) Cypress.io
12 27 (0.27%) Snyk
13 19 (0.19%) Cucumber
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
17 13 (0.13%) Gatling
18 11 (0.11%) Storybook
General
1 2,959 (29.61%) Social Skills
2 2,401 (24.03%) Finance
3 1,158 (11.59%) Analytical Skills
4 955 (9.56%) Marketing
5 805 (8.06%) Inclusion and Diversity
6 608 (6.08%) Legal
7 603 (6.03%) Public Sector
8 527 (5.27%) Law
9 486 (4.86%) Banking
10 378 (3.78%) Retail
11 312 (3.12%) Influencing Skills
12 271 (2.71%) Organisational Skills
13 257 (2.57%) Manufacturing
14 183 (1.83%) Games
15 155 (1.55%) Financial Institution
16 146 (1.46%) Presentation Skills
17 141 (1.41%) Advertising
18 130 (1.30%) Telecoms
19 95 (0.95%) Legal Technology
20 90 (0.90%) Aerospace
Job Titles
1 1,915 (19.17%) Senior
2 1,081 (10.82%) Lead
3 1,042 (10.43%) Architect
4 985 (9.86%) Developer
5 789 (7.90%) Artificial Intelligence Engineer
6 743 (7.44%) Analyst
7 733 (7.34%) Software Engineer
8 406 (4.06%) Data Engineer
9 404 (4.04%) Solutions Architect
10 403 (4.03%) Consultant
11 364 (3.64%) Data Analyst
12 344 (3.44%) Junior
13 324 (3.24%) Senior Manager
14 283 (2.83%) Junior Analyst
15 276 (2.76%) Junior Data Analyst
16 261 (2.61%) Python Engineer
17 259 (2.59%) Data Scientist
18 239 (2.39%) Artificial Intelligence Architect
19 220 (2.20%) Senior Developer
20 207 (2.07%) Data Architect
Libraries, Frameworks & Software Standards
1 554 (5.54%) React
2 494 (4.94%) Terraform
3 492 (4.92%) .NET
4 337 (3.37%) REST
5 280 (2.80%) Node.js
6 247 (2.47%) LangChain
7 240 (2.40%) HTML
8 237 (2.37%) CSS
9 213 (2.13%) RESTful
10 198 (1.98%) ASP.NET
11 178 (1.78%) ASP.NET Core
12 175 (1.75%) .NET Core
12 175 (1.75%) Kafka
13 152 (1.52%) PyTorch
14 148 (1.48%) ML.NET
15 139 (1.39%) Next.js
16 138 (1.38%) LangGraph
16 138 (1.38%) Spring
17 128 (1.28%) TensorFlow
18 123 (1.23%) FastAPI
Miscellaneous
1 780 (7.81%) AI Agents
2 719 (7.20%) Cloud Native
3 471 (4.71%) Onboarding
4 352 (3.52%) Distributed Systems
5 334 (3.34%) Product Ownership
6 264 (2.64%) Management Information System
7 209 (2.09%) Self-Motivation
8 202 (2.02%) Blog
9 199 (1.99%) Social Media
10 183 (1.83%) Algorithms
11 181 (1.81%) Enterprise Software
12 156 (1.56%) Robotics
13 153 (1.53%) Low-Code
14 134 (1.34%) Cyber Threat
14 134 (1.34%) Marketing Technology
15 131 (1.31%) Data Centre
16 105 (1.05%) Greenfield Project
17 103 (1.03%) Legacy Systems
18 98 (0.98%) IoT
19 95 (0.95%) Mobile App
Operating Systems
1 257 (2.57%) Linux
2 253 (2.53%) Windows
3 73 (0.73%) Windows Server
4 54 (0.54%) Android
5 35 (0.35%) Apple iOS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 23 (0.23%) Mac OS
9 22 (0.22%) Ubuntu
10 11 (0.11%) Debian
10 11 (0.11%) Embedded Linux
11 9 (0.090%) Windows 10
12 8 (0.080%) Red Hat Enterprise Linux
13 6 (0.060%) CentOS
13 6 (0.060%) Kali Linux
13 6 (0.060%) Windows Server 2019
14 5 (0.050%) Solaris
15 4 (0.040%) Robot Operating System
16 3 (0.030%) AIX
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,052 (20.54%) Machine Learning
2 1,957 (19.59%) Analytics
3 1,623 (16.24%) Agile
4 1,599 (16.00%) Software Engineering
5 1,433 (14.34%) Continuous Improvement
6 1,432 (14.33%) CI/CD
7 1,352 (13.53%) Problem-Solving
8 1,350 (13.51%) Roadmaps
9 1,230 (12.31%) Decision-Making
10 1,144 (11.45%) LLM
11 1,130 (11.31%) Stakeholder Management
12 1,074 (10.75%) Mentoring
13 1,036 (10.37%) DevOps
14 1,033 (10.34%) Business Intelligence
15 925 (9.26%) Generative AI
16 820 (8.21%) Data Science
17 762 (7.63%) Full-Stack Development
18 733 (7.34%) Cybersecurity
19 656 (6.57%) Stakeholder Engagement
20 643 (6.44%) Coaching
Programming Languages
1 2,680 (26.82%) Python
2 1,635 (16.36%) SQL
3 601 (6.01%) C#
4 592 (5.92%) JavaScript
5 526 (5.26%) TypeScript
6 458 (4.58%) Java
7 219 (2.19%) C++
8 176 (1.76%) PowerShell
9 121 (1.21%) Go
10 119 (1.19%) Bash
11 79 (0.79%) C
12 77 (0.77%) R
13 75 (0.75%) PHP
14 70 (0.70%) Bicep
15 67 (0.67%) Scala
16 66 (0.66%) Rust
17 51 (0.51%) Ruby
18 45 (0.45%) Data Analysis Expressions
19 37 (0.37%) Kotlin
20 29 (0.29%) Kusto Query Language
Qualifications
1 1,089 (10.90%) Degree
2 810 (8.11%) Security Cleared
3 690 (6.91%) Azure Certification
4 470 (4.70%) SC Cleared
5 298 (2.98%) Computer Science Degree
6 217 (2.17%) Master's Degree
7 209 (2.09%) DV Cleared
8 177 (1.77%) AWS Certification
9 164 (1.64%) CISSP
10 132 (1.32%) ACCA
11 129 (1.29%) Microsoft Certification
12 125 (1.25%) PhD
13 120 (1.20%) CISM
14 113 (1.13%) CIMA
15 102 (1.02%) DBS Check
16 77 (0.77%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 63 (0.63%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 606 (6.06%) Data Quality
2 343 (3.43%) QA
3 332 (3.32%) Accessibility
4 304 (3.04%) GDPR
5 197 (1.97%) ISO/IEC 27001
6 139 (1.39%) NIST
7 123 (1.23%) GRC
8 90 (0.90%) SLA
9 65 (0.65%) Cyber Essentials
10 56 (0.56%) WCAG
11 47 (0.47%) NCSC
12 43 (0.43%) PMO
13 35 (0.35%) PCI DSS
14 33 (0.33%) Cyber Essentials PLUS
15 29 (0.29%) Actionable Recommendations
16 26 (0.26%) ISO/IEC 42001
17 24 (0.24%) IFRS
18 23 (0.23%) EU AI Act
18 23 (0.23%) NIST 800
19 20 (0.20%) SOC 2
System Software
1 560 (5.60%) Docker
2 174 (1.74%) Active Directory
3 83 (0.83%) Virtual Machines
4 69 (0.69%) VMware Infrastructure
5 26 (0.26%) Hyper-V
6 25 (0.25%) Firmware
7 24 (0.24%) Virtual Desktop
8 22 (0.22%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.080%) Ceph
11 6 (0.060%) IAG
11 6 (0.060%) VMware ESXi
12 4 (0.040%) Slurm Workload Manager
12 4 (0.040%) VMware NSX
13 2 (0.020%) Lustre
13 2 (0.020%) ProxySG
14 1 (0.010%) HDFS
14 1 (0.010%) KVM
14 1 (0.010%) Snort
14 1 (0.010%) VMware Workstation
Systems Management
1 600 (6.00%) Kubernetes
2 153 (1.53%) Microsoft Intune
3 99 (0.99%) Grafana
4 92 (0.92%) Ansible
5 74 (0.74%) Prometheus
6 33 (0.33%) Puppet
7 26 (0.26%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
10 17 (0.17%) Progress Chef
11 16 (0.16%) Kubeflow
12 12 (0.12%) Istio
13 8 (0.080%) Nessus
13 8 (0.080%) Proxmox
14 7 (0.070%) Check_MK
14 7 (0.070%) Nagios
15 6 (0.060%) CASB
15 6 (0.060%) Hadoop YARN
15 6 (0.060%) SCCM
16 5 (0.050%) Control-M
Vendors
1 2,125 (21.27%) Microsoft
2 538 (5.38%) Google
3 416 (4.16%) Databricks
4 281 (2.81%) OpenAI
5 217 (2.17%) Salesforce
6 155 (1.55%) Adobe
7 152 (1.52%) SAP
8 131 (1.31%) Oracle
9 130 (1.30%) Cisco
10 119 (1.19%) YouTube
11 116 (1.16%) ServiceNow
12 98 (0.98%) Foundry
13 92 (0.92%) HubSpot
14 82 (0.82%) VMware
15 75 (0.75%) Apple
16 62 (0.62%) Dell
16 62 (0.62%) Facebook
17 61 (0.61%) CyberArk
18 57 (0.57%) Sage
19 53 (0.53%) Workday