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

6 months to
23 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 45
Rank change year-on-year +2 +35 +45
Permanent jobs citing AI 10,029 5,487 3,264
As % of all permanent jobs in the UK 8.59% 11.20% 4.33%
As % of the Processes & Methodologies category 11.76% 12.63% 5.32%
Number of salaries quoted 5,718 1,586 1,541
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £50,000 £55,000
Median annual salary (50th Percentile) £75,000 £70,000 £75,000
Median % change year-on-year +7.14% -6.67% -
75th Percentile £96,250 £97,500 £93,750
90th Percentile £111,250 £120,000 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -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 85,252 43,434 61,296
As % of all permanent jobs advertised in the UK 73.06% 88.68% 81.27%
Number of salaries quoted 58,899 24,470 34,327
10th Percentile £31,250 £28,500 £32,500
25th Percentile £42,000 £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 £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 23 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 23 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 8,789 £75,000 +7.14% 17,650
UK excluding London -7 5,623 £65,000 +8.33% 7,374
London +9 3,710 £85,000 +4.94% 11,589
Work from Home -1 3,202 £71,000 +9.23% 6,808
North of England -2 1,665 £67,500 +12.50% 1,840
South East -6 1,272 £62,500 +19.05% 1,794
North West +16 960 £70,000 +9.80% 1,131
Midlands -10 841 £62,000 +3.33% 819
South West +2 654 £69,973 +16.62% 924
West Midlands -8 573 £62,500 +5.24% 548
East of England +21 508 £60,100 +1.43% 678
Yorkshire -9 447 £66,250 -13.96% 523
Scotland -7 305 £85,000 +25.93% 818
East Midlands -21 268 £52,500 -19.23% 271
North East -4 258 £65,750 +92.43% 191
Wales +4 245 £66,000 +20.00% 143
Northern Ireland +9 155 £74,830 -3.45% 404

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
1 291 (2.90%) SharePoint
2 134 (1.34%) Confluence
3 91 (0.91%) CMS
4 85 (0.85%) Apache Spark
5 82 (0.82%) Microsoft Exchange
6 76 (0.76%) Apache
7 73 (0.73%) Apache Airflow
8 40 (0.40%) WordPress
9 33 (0.33%) 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 (0.100%) Adobe Experience Manager
14 10 (0.100%) Headless CMS
15 9 (0.090%) Sitecore CMS
16 8 (0.080%) OpenStack
17 7 (0.070%) Oracle SOA Suite
18 6 (0.060%) Oracle Workflow
Applications
1 610 (6.08%) Microsoft Excel
2 131 (1.31%) Microsoft Office
3 99 (0.99%) Chatbot
4 79 (0.79%) Microsoft PowerPoint
5 35 (0.35%) MS Visio
6 28 (0.28%) Adobe Creative Suite
7 25 (0.25%) UserZoom
8 20 (0.20%) Spreadsheet
9 19 (0.19%) Adobe Illustrator
10 18 (0.18%) Photoshop
11 17 (0.17%) Adobe After Effects
12 14 (0.14%) InDesign
13 13 (0.13%) Microsoft Project
14 12 (0.12%) Simulink
15 8 (0.080%) LaTeX
15 8 (0.080%) SPSS
15 8 (0.080%) Trello
16 6 (0.060%) Adobe XD
16 6 (0.060%) Moqups
17 5 (0.050%) Sketch
Business Applications
1 131 (1.31%) Dynamics CRM
2 59 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 22 (0.22%) NetSuite
6 14 (0.14%) Shopify
7 12 (0.12%) Payment Gateway
8 10 (0.100%) Distributed Ledger
8 10 (0.100%) Elite 3E
9 8 (0.080%) Carpe Diem
9 8 (0.080%) Dynamics NAV
9 8 (0.080%) Sage 50
9 8 (0.080%) Salesforce CRM
9 8 (0.080%) SAP MDG
10 6 (0.060%) Dynamics AX
11 5 (0.050%) Oracle Procure-to-Pay
11 5 (0.050%) Sage 200
12 4 (0.040%) Eloqua
12 4 (0.040%) Magento
12 4 (0.040%) SAP BPC
Cloud Services
1 2,776 (27.68%) Azure
2 1,685 (16.80%) AWS
3 1,155 (11.52%) Power Platform
4 1,032 (10.29%) Azure AI
5 788 (7.86%) SaaS
6 696 (6.94%) GCP
7 547 (5.45%) Microsoft 365
8 497 (4.96%) GitHub
9 418 (4.17%) Microsoft Copilot
10 356 (3.55%) Azure DevOps
11 307 (3.06%) Anthropic Claude
11 307 (3.06%) Serverless
12 287 (2.86%) Snowflake
13 255 (2.54%) Power Automate
14 228 (2.27%) Entra ID
15 226 (2.25%) GitHub Copilot
16 167 (1.67%) PowerApps
17 158 (1.58%) Copilot Studio
18 147 (1.47%) Cloud Computing
18 147 (1.47%) Microsoft Purview
Communications & Networking
1 149 (1.49%) Broadband
2 133 (1.33%) Internet
3 115 (1.15%) Firewall
4 103 (1.03%) Network Security
5 94 (0.94%) VPN
6 80 (0.80%) DNS
7 39 (0.39%) WAN
8 38 (0.38%) TCP/IP
9 32 (0.32%) 5G
10 30 (0.30%) DHCP
11 29 (0.29%) BGP
11 29 (0.29%) VLAN
12 25 (0.25%) HTTP
12 25 (0.25%) Wireless
13 23 (0.23%) LAN
14 20 (0.20%) MQTT
14 20 (0.20%) OSPF
15 19 (0.19%) VoIP
16 18 (0.18%) SMS
17 14 (0.14%) Wi-Fi
Database & Business Intelligence
1 855 (8.53%) Power BI
2 470 (4.69%) Tableau
3 270 (2.69%) MongoDB
4 255 (2.54%) SQL Server
5 240 (2.39%) PostgreSQL
6 221 (2.20%) Data Warehouse
7 208 (2.07%) Metadata
8 204 (2.03%) Azure SQL Database
9 172 (1.72%) NoSQL
10 167 (1.67%) Data Lake
11 136 (1.36%) Big Data
12 128 (1.28%) Relational Database
13 103 (1.03%) MySQL
14 74 (0.74%) BigQuery
15 68 (0.68%) Redis
16 63 (0.63%) DynamoDB
16 63 (0.63%) Semantic Layer
17 62 (0.62%) Delta Lake
18 60 (0.60%) Amazon RDS
18 60 (0.60%) Star Schema
Development Applications
1 349 (3.48%) Git
2 216 (2.15%) JIRA
3 193 (1.92%) Claude Code
4 132 (1.32%) Jenkins
5 115 (1.15%) GitLab
6 43 (0.43%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 32 (0.32%) Postman
11 28 (0.28%) 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%) JMeter
General
1 3,023 (30.14%) Social Skills
2 2,373 (23.66%) Finance
3 1,147 (11.44%) Analytical Skills
4 930 (9.27%) Marketing
5 800 (7.98%) Inclusion and Diversity
6 598 (5.96%) Legal
7 597 (5.95%) Public Sector
8 524 (5.22%) Law
9 481 (4.80%) Banking
10 369 (3.68%) Retail
11 312 (3.11%) Influencing Skills
12 263 (2.62%) Organisational Skills
13 250 (2.49%) Manufacturing
14 190 (1.89%) Games
15 154 (1.54%) Financial Institution
16 143 (1.43%) Presentation Skills
17 131 (1.31%) Advertising
18 127 (1.27%) Telecoms
19 91 (0.91%) Legal Technology
20 89 (0.89%) Aerospace
Job Titles
1 1,890 (18.85%) Senior
2 1,077 (10.74%) Lead
3 1,045 (10.42%) Architect
4 976 (9.73%) Developer
5 832 (8.30%) Artificial Intelligence Engineer
6 791 (7.89%) Analyst
7 722 (7.20%) Software Engineer
8 418 (4.17%) Data Analyst
9 408 (4.07%) Data Engineer
10 405 (4.04%) Solutions Architect
11 399 (3.98%) Consultant
11 399 (3.98%) Junior
12 338 (3.37%) Junior Analyst
13 331 (3.30%) Junior Data Analyst
14 317 (3.16%) Senior Manager
15 261 (2.60%) Python Engineer
16 260 (2.59%) Data Scientist
17 238 (2.37%) Artificial Intelligence Architect
18 215 (2.14%) Senior Developer
19 207 (2.06%) Data Architect
Libraries, Frameworks & Software Standards
1 549 (5.47%) React
2 494 (4.93%) Terraform
3 489 (4.88%) .NET
4 329 (3.28%) REST
5 275 (2.74%) Node.js
6 241 (2.40%) HTML
6 241 (2.40%) LangChain
7 238 (2.37%) CSS
8 213 (2.12%) RESTful
9 198 (1.97%) ASP.NET
10 178 (1.77%) ASP.NET Core
11 175 (1.74%) .NET Core
12 173 (1.72%) Kafka
13 153 (1.53%) PyTorch
14 148 (1.48%) ML.NET
15 139 (1.39%) Next.js
16 135 (1.35%) LangGraph
16 135 (1.35%) Spring
17 129 (1.29%) TensorFlow
18 122 (1.22%) Blazor
Miscellaneous
1 769 (7.67%) AI Agents
2 720 (7.18%) Cloud Native
3 466 (4.65%) Onboarding
4 343 (3.42%) Distributed Systems
5 334 (3.33%) Product Ownership
6 254 (2.53%) Management Information System
7 205 (2.04%) Self-Motivation
8 198 (1.97%) Blog
9 194 (1.93%) Social Media
10 180 (1.79%) Algorithms
11 179 (1.78%) Enterprise Software
12 153 (1.53%) Low-Code
13 151 (1.51%) Robotics
14 133 (1.33%) Marketing Technology
15 132 (1.32%) Cyber Threat
16 130 (1.30%) Data Centre
17 106 (1.06%) Greenfield Project
18 102 (1.02%) Legacy Systems
19 98 (0.98%) IoT
20 94 (0.94%) Mobile App
Operating Systems
1 255 (2.54%) Linux
2 250 (2.49%) Windows
3 72 (0.72%) Windows Server
4 54 (0.54%) Android
5 36 (0.36%) Apple iOS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 22 (0.22%) Ubuntu
9 21 (0.21%) Mac OS
10 11 (0.11%) Debian
11 10 (0.100%) Embedded Linux
12 9 (0.090%) Red Hat Enterprise Linux
12 9 (0.090%) Windows 10
13 6 (0.060%) CentOS
13 6 (0.060%) Kali Linux
14 5 (0.050%) Solaris
14 5 (0.050%) Windows Server 2019
15 3 (0.030%) Gentoo
15 3 (0.030%) Robot Operating System
15 3 (0.030%) Rocky
Processes & Methodologies
1 2,063 (20.57%) Machine Learning
2 1,955 (19.49%) Analytics
3 1,622 (16.17%) Agile
4 1,586 (15.81%) Software Engineering
5 1,429 (14.25%) Continuous Improvement
6 1,424 (14.20%) CI/CD
7 1,366 (13.62%) Roadmaps
8 1,332 (13.28%) Problem-Solving
9 1,241 (12.37%) Decision-Making
10 1,135 (11.32%) LLM
11 1,103 (11.00%) Stakeholder Management
12 1,091 (10.88%) Business Intelligence
13 1,074 (10.71%) Mentoring
14 1,039 (10.36%) DevOps
15 917 (9.14%) Generative AI
16 819 (8.17%) Data Science
17 760 (7.58%) Full-Stack Development
18 724 (7.22%) Cybersecurity
19 653 (6.51%) Stakeholder Engagement
20 635 (6.33%) Data Modelling
Programming Languages
1 2,777 (27.69%) Python
2 1,689 (16.84%) SQL
3 595 (5.93%) C#
4 592 (5.90%) JavaScript
5 518 (5.17%) TypeScript
6 450 (4.49%) Java
7 215 (2.14%) C++
8 177 (1.76%) PowerShell
9 122 (1.22%) Bash
10 118 (1.18%) Go
11 75 (0.75%) R
12 73 (0.73%) C
12 73 (0.73%) PHP
13 72 (0.72%) Bicep
14 68 (0.68%) Scala
15 66 (0.66%) Rust
16 51 (0.51%) Ruby
17 45 (0.45%) Data Analysis Expressions
18 37 (0.37%) Kotlin
19 29 (0.29%) Kusto Query Language
Qualifications
1 1,082 (10.79%) Degree
2 800 (7.98%) Security Cleared
3 799 (7.97%) Azure Certification
4 460 (4.59%) SC Cleared
5 300 (2.99%) Computer Science Degree
6 219 (2.18%) Master's Degree
7 207 (2.06%) DV Cleared
8 176 (1.75%) AWS Certification
9 166 (1.66%) CISSP
10 135 (1.35%) ACCA
11 126 (1.26%) Microsoft Certification
12 125 (1.25%) PhD
13 120 (1.20%) CISM
14 116 (1.16%) CIMA
15 101 (1.01%) DBS Check
16 77 (0.77%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 61 (0.61%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 597 (5.95%) Data Quality
2 343 (3.42%) QA
3 330 (3.29%) Accessibility
4 295 (2.94%) GDPR
5 193 (1.92%) ISO/IEC 27001
6 137 (1.37%) NIST
7 124 (1.24%) GRC
8 90 (0.90%) SLA
9 64 (0.64%) Cyber Essentials
10 60 (0.60%) WCAG
11 46 (0.46%) NCSC
12 44 (0.44%) PMO
13 35 (0.35%) PCI DSS
14 33 (0.33%) Cyber Essentials PLUS
15 30 (0.30%) Actionable Recommendations
16 29 (0.29%) IFRS
17 26 (0.26%) ISO/IEC 42001
18 23 (0.23%) EU AI Act
18 23 (0.23%) NIST 800
19 18 (0.18%) SOC 2
System Software
1 552 (5.50%) Docker
2 172 (1.72%) Active Directory
3 84 (0.84%) Virtual Machines
4 68 (0.68%) VMware Infrastructure
5 26 (0.26%) Hyper-V
6 25 (0.25%) Firmware
7 24 (0.24%) Virtual Desktop
8 21 (0.21%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.080%) Ceph
11 6 (0.060%) IAG
12 5 (0.050%) VMware ESXi
13 4 (0.040%) Slurm Workload Manager
13 4 (0.040%) VMware NSX
14 2 (0.020%) Lustre
14 2 (0.020%) ProxySG
15 1 (0.010%) HDFS
15 1 (0.010%) KVM
15 1 (0.010%) Snort
15 1 (0.010%) VMware Workstation
Systems Management
1 592 (5.90%) Kubernetes
2 153 (1.53%) Microsoft Intune
3 95 (0.95%) Grafana
4 92 (0.92%) Ansible
5 72 (0.72%) Prometheus
6 33 (0.33%) Puppet
7 26 (0.26%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
10 16 (0.16%) Kubeflow
10 16 (0.16%) Progress Chef
11 12 (0.12%) Istio
12 8 (0.080%) Nessus
12 8 (0.080%) Proxmox
13 7 (0.070%) Check_MK
13 7 (0.070%) Nagios
14 6 (0.060%) CASB
14 6 (0.060%) Hadoop YARN
14 6 (0.060%) SCCM
15 5 (0.050%) Packer
Vendors
1 2,159 (21.53%) Microsoft
2 515 (5.14%) Google
3 428 (4.27%) Databricks
4 282 (2.81%) OpenAI
5 211 (2.10%) Salesforce
6 160 (1.60%) Adobe
7 151 (1.51%) SAP
8 130 (1.30%) Cisco
9 128 (1.28%) Oracle
10 118 (1.18%) YouTube
11 116 (1.16%) ServiceNow
12 98 (0.98%) Foundry
13 87 (0.87%) HubSpot
14 80 (0.80%) VMware
15 75 (0.75%) Apple
16 62 (0.62%) Facebook
17 61 (0.61%) CyberArk
18 60 (0.60%) Dell
19 57 (0.57%) Sage
20 49 (0.49%) Palo Alto