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

6 months to
10 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 40
Rank change year-on-year +2 +30 +53
Permanent jobs citing AI 9,753 5,353 3,763
As % of all permanent jobs in the UK 8.63% 10.78% 4.80%
As % of the Processes & Methodologies category 11.82% 12.16% 5.94%
Number of salaries quoted 5,524 1,564 1,632
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £47,500 £55,000
Median annual salary (50th Percentile) £74,000 £70,000 £75,000
Median % change year-on-year +5.71% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,500 £120,000 £115,000
UK excluding London median annual salary £65,000 £58,500 £65,000
% change year-on-year +11.11% -10.00% -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 82,520 44,009 63,385
As % of all permanent jobs advertised in the UK 73.04% 88.59% 80.80%
Number of salaries quoted 57,449 24,888 36,814
10th Percentile £31,000 £28,500 £31,875
25th Percentile £41,250 £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 £76,250
90th Percentile £100,000 £96,288 £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 10 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 10 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 8,555 £73,500 +5.00% 8,640
UK excluding London -5 5,544 £65,000 +11.11% 3,587
London +10 3,548 £85,000 - 6,003
Work from Home -1 3,121 £70,000 +9.80% 3,449
North of England +1 1,655 £67,472 +16.33% 822
South East -7 1,222 £62,500 +19.05% 974
North West +17 925 £70,000 +16.67% 502
Midlands -10 842 £60,000 - 363
South West +8 635 £69,056 +20.10% 562
West Midlands -4 569 £62,000 +3.33% 222
East of England +30 523 £60,100 +4.52% 330
Yorkshire -7 470 £67,500 -2.20% 255
Scotland -6 295 £85,000 +30.77% 407
East Midlands -20 273 £52,500 -19.23% 140
North East -1 260 £65,000 +90.24% 72
Wales +8 240 £66,000 +20.00% 55
Northern Ireland +13 155 £74,830 -11.96% 114

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
1 274 (2.81%) SharePoint
2 126 (1.29%) Confluence
3 98 (1.00%) Apache Spark
4 97 (0.99%) Apache Airflow
5 90 (0.92%) CMS
6 75 (0.77%) Microsoft Exchange
7 73 (0.75%) Apache
8 38 (0.39%) WordPress
9 33 (0.34%) SAS
10 29 (0.30%) Palantir Foundry
11 17 (0.17%) Jupyter
12 13 (0.13%) IIS
13 12 (0.12%) Camunda
14 10 (0.10%) nginx
15 9 (0.092%) Sitecore CMS
16 8 (0.082%) Adobe Experience Manager
16 8 (0.082%) Headless CMS
16 8 (0.082%) OpenStack
17 7 (0.072%) Oracle SOA Suite
18 5 (0.051%) Apache Pig
Applications
1 691 (7.08%) Microsoft Excel
2 113 (1.16%) Microsoft Office
3 106 (1.09%) Chatbot
4 68 (0.70%) Microsoft PowerPoint
5 33 (0.34%) UserZoom
6 27 (0.28%) Adobe Creative Suite
7 26 (0.27%) MS Visio
8 21 (0.22%) Spreadsheet
9 18 (0.18%) Adobe After Effects
9 18 (0.18%) Adobe Illustrator
10 17 (0.17%) Photoshop
11 14 (0.14%) InDesign
12 12 (0.12%) Microsoft Project
13 11 (0.11%) Simulink
14 8 (0.082%) LaTeX
14 8 (0.082%) SPSS
15 6 (0.062%) Adobe XD
15 6 (0.062%) Trello
16 5 (0.051%) Moqups
16 5 (0.051%) Sketch
Business Applications
1 115 (1.18%) Dynamics CRM
2 53 (0.54%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.12%) Payment Gateway
7 11 (0.11%) Shopify
8 10 (0.10%) Elite 3E
9 8 (0.082%) Carpe Diem
9 8 (0.082%) Distributed Ledger
9 8 (0.082%) Dynamics NAV
9 8 (0.082%) Sage 50
9 8 (0.082%) SAP MDG
10 7 (0.072%) Salesforce CRM
11 5 (0.051%) Oracle ERP
11 5 (0.051%) Sage 200
12 4 (0.041%) Eloqua
12 4 (0.041%) Oracle EBS
12 4 (0.041%) Primavera
13 3 (0.031%) Magento
Cloud Services
1 2,828 (29.00%) Azure
2 1,638 (16.79%) AWS
3 1,219 (12.50%) Power Platform
4 1,152 (11.81%) Azure AI
5 755 (7.74%) SaaS
6 673 (6.90%) GCP
7 505 (5.18%) Microsoft 365
8 464 (4.76%) GitHub
9 372 (3.81%) Microsoft Copilot
10 338 (3.47%) Azure DevOps
11 308 (3.16%) Snowflake
12 294 (3.01%) Anthropic Claude
13 288 (2.95%) Serverless
14 226 (2.32%) Entra ID
14 226 (2.32%) Power Automate
15 218 (2.24%) GitHub Copilot
16 160 (1.64%) Cloud Computing
17 154 (1.58%) PowerApps
18 147 (1.51%) Azure Synapse Analytics
19 138 (1.41%) Microsoft Purview
Communications & Networking
1 217 (2.22%) Broadband
2 120 (1.23%) Internet
3 107 (1.10%) Firewall
4 101 (1.04%) Network Security
5 87 (0.89%) VPN
6 79 (0.81%) DNS
7 37 (0.38%) TCP/IP
8 36 (0.37%) WAN
9 30 (0.31%) DHCP
10 29 (0.30%) BGP
11 28 (0.29%) VLAN
12 27 (0.28%) 5G
13 22 (0.23%) Wireless
14 21 (0.22%) HTTP
15 20 (0.21%) LAN
15 20 (0.21%) OSPF
16 19 (0.19%) MQTT
17 18 (0.18%) VoIP
18 17 (0.17%) SMS
19 14 (0.14%) CTI
Database & Business Intelligence
1 939 (9.63%) Power BI
2 593 (6.08%) Tableau
3 280 (2.87%) MongoDB
4 252 (2.58%) Data Warehouse
5 244 (2.50%) SQL Server
6 225 (2.31%) PostgreSQL
7 210 (2.15%) Azure SQL Database
8 199 (2.04%) Data Lake
9 192 (1.97%) Metadata
10 168 (1.72%) NoSQL
11 128 (1.31%) Big Data
12 122 (1.25%) Relational Database
13 97 (0.99%) MySQL
14 86 (0.88%) BigQuery
15 62 (0.64%) Redis
16 61 (0.63%) DynamoDB
17 60 (0.62%) Semantic Layer
18 59 (0.60%) Delta Lake
19 58 (0.59%) Star Schema
20 57 (0.58%) Elasticsearch
Development Applications
1 329 (3.37%) Git
2 194 (1.99%) JIRA
3 173 (1.77%) Claude Code
4 128 (1.31%) Jenkins
5 107 (1.10%) GitLab
6 58 (0.59%) MLflow
7 42 (0.43%) Selenium
8 36 (0.37%) JUnit
9 35 (0.36%) Maven
10 32 (0.33%) Postman
11 31 (0.32%) Cypress.io
12 27 (0.28%) Snyk
13 20 (0.21%) Visual Studio Code
14 18 (0.18%) Cucumber
15 17 (0.17%) Mockito
16 14 (0.14%) Gatling
16 14 (0.14%) Spock
16 14 (0.14%) Vite
17 13 (0.13%) JMeter
18 10 (0.10%) REST Assured
General
1 2,987 (30.63%) Social Skills
2 2,235 (22.92%) Finance
3 1,112 (11.40%) Analytical Skills
4 857 (8.79%) Marketing
5 771 (7.91%) Inclusion and Diversity
6 581 (5.96%) Legal
7 548 (5.62%) Public Sector
8 516 (5.29%) Law
9 431 (4.42%) Banking
10 344 (3.53%) Retail
11 289 (2.96%) Influencing Skills
12 254 (2.60%) Organisational Skills
13 239 (2.45%) Games
14 232 (2.38%) Manufacturing
15 142 (1.46%) Presentation Skills
16 140 (1.44%) Financial Institution
17 120 (1.23%) Advertising
18 114 (1.17%) Telecoms
19 89 (0.91%) Legal Technology
20 80 (0.82%) Aerospace
Job Titles
1 1,767 (18.12%) Senior
2 1,059 (10.86%) Lead
3 1,008 (10.34%) Architect
4 938 (9.62%) Developer
5 872 (8.94%) Analyst
6 787 (8.07%) Artificial Intelligence Engineer
7 661 (6.78%) Software Engineer
8 520 (5.33%) Data Analyst
9 509 (5.22%) Junior
10 447 (4.58%) Junior Analyst
11 441 (4.52%) Junior Data Analyst
12 407 (4.17%) Solutions Architect
13 398 (4.08%) Data Engineer
14 388 (3.98%) Consultant
15 276 (2.83%) Senior Manager
16 252 (2.58%) Data Scientist
17 246 (2.52%) Python Engineer
18 226 (2.32%) Artificial Intelligence Architect
19 210 (2.15%) .NET Developer
20 207 (2.12%) Data Architect
Libraries, Frameworks & Software Standards
1 527 (5.40%) React
2 466 (4.78%) .NET
3 459 (4.71%) Terraform
4 302 (3.10%) REST
5 270 (2.77%) Node.js
6 249 (2.55%) LangChain
7 244 (2.50%) HTML
8 243 (2.49%) CSS
9 212 (2.17%) RESTful
10 207 (2.12%) ASP.NET
11 188 (1.93%) Kafka
12 187 (1.92%) ASP.NET Core
13 182 (1.87%) .NET Core
14 175 (1.79%) PyTorch
15 156 (1.60%) ML.NET
16 145 (1.49%) TensorFlow
17 136 (1.39%) Next.js
18 131 (1.34%) LangGraph
19 128 (1.31%) Blazor
20 123 (1.26%) Spring
Miscellaneous
1 704 (7.22%) Cloud Native
2 697 (7.15%) AI Agents
3 444 (4.55%) Onboarding
4 325 (3.33%) Product Ownership
5 324 (3.32%) Distributed Systems
6 221 (2.27%) Social Media
7 213 (2.18%) Management Information System
8 206 (2.11%) Self-Motivation
9 195 (2.00%) Blog
10 175 (1.79%) Algorithms
11 158 (1.62%) Enterprise Software
12 146 (1.50%) Low-Code
13 143 (1.47%) Robotics
14 133 (1.36%) Data Centre
15 124 (1.27%) Marketing Technology
16 117 (1.20%) Cyber Threat
17 102 (1.05%) Legacy Systems
18 96 (0.98%) Greenfield Project
19 93 (0.95%) Virtual Team
20 90 (0.92%) Mobile App
Operating Systems
1 246 (2.52%) Windows
2 243 (2.49%) Linux
3 71 (0.73%) Windows Server
4 61 (0.63%) Android
5 37 (0.38%) Apple iOS
6 25 (0.26%) VMS
7 21 (0.22%) Ubuntu
7 21 (0.22%) Unix
8 18 (0.18%) Mac OS
9 10 (0.10%) Debian
10 9 (0.092%) Embedded Linux
11 8 (0.082%) Red Hat Enterprise Linux
11 8 (0.082%) Windows 10
12 6 (0.062%) Kali Linux
13 5 (0.051%) CentOS
13 5 (0.051%) Windows Server 2019
14 4 (0.041%) Solaris
15 3 (0.031%) Gentoo
15 3 (0.031%) Robot Operating System
16 2 (0.021%) AIX
Processes & Methodologies
1 2,064 (21.16%) Machine Learning
2 1,948 (19.97%) Analytics
3 1,633 (16.74%) Agile
4 1,492 (15.30%) Software Engineering
5 1,375 (14.10%) CI/CD
6 1,374 (14.09%) Roadmaps
7 1,340 (13.74%) Continuous Improvement
8 1,281 (13.13%) Problem-Solving
9 1,200 (12.30%) Decision-Making
10 1,179 (12.09%) Business Intelligence
11 1,110 (11.38%) LLM
12 1,045 (10.71%) Mentoring
13 986 (10.11%) DevOps
14 983 (10.08%) Stakeholder Management
15 881 (9.03%) Generative AI
16 819 (8.40%) Data Science
17 751 (7.70%) Full-Stack Development
18 684 (7.01%) Cybersecurity
19 624 (6.40%) Data Modelling
20 621 (6.37%) Data Engineering
Programming Languages
1 2,832 (29.04%) Python
2 1,777 (18.22%) SQL
3 566 (5.80%) JavaScript
4 556 (5.70%) C#
5 479 (4.91%) TypeScript
6 440 (4.51%) Java
7 205 (2.10%) C++
8 167 (1.71%) PowerShell
9 116 (1.19%) Go
10 112 (1.15%) Bash
11 74 (0.76%) Bicep
12 73 (0.75%) C
13 67 (0.69%) R
14 65 (0.67%) PHP
14 65 (0.67%) Scala
15 60 (0.62%) Rust
16 48 (0.49%) Ruby
17 44 (0.45%) Data Analysis Expressions
18 43 (0.44%) Kotlin
19 28 (0.29%) Kusto Query Language
Qualifications
1 1,069 (10.96%) Degree
2 896 (9.19%) Azure Certification
3 729 (7.47%) Security Cleared
4 414 (4.24%) SC Cleared
5 281 (2.88%) Computer Science Degree
6 223 (2.29%) Master's Degree
7 205 (2.10%) DV Cleared
8 164 (1.68%) AWS Certification
9 156 (1.60%) CISSP
10 124 (1.27%) PhD
11 114 (1.17%) CISM
12 112 (1.15%) ACCA
13 105 (1.08%) Microsoft Certification
14 94 (0.96%) CIMA
15 85 (0.87%) DBS Check
16 74 (0.76%) AWS Certified Solutions Architect
17 67 (0.69%) A+ Certification
18 65 (0.67%) Network+ Certification
19 57 (0.58%) BPSS Clearance
20 52 (0.53%) MBA
Quality Assurance & Compliance
1 557 (5.71%) Data Quality
2 358 (3.67%) Accessibility
3 333 (3.41%) QA
4 289 (2.96%) GDPR
5 180 (1.85%) ISO/IEC 27001
6 126 (1.29%) GRC
6 126 (1.29%) NIST
7 84 (0.86%) SLA
8 70 (0.72%) WCAG
9 62 (0.64%) Cyber Essentials
10 41 (0.42%) PMO
11 39 (0.40%) NCSC
12 33 (0.34%) Cyber Essentials PLUS
13 31 (0.32%) California Consumer Privacy Act
14 30 (0.31%) PCI DSS
15 29 (0.30%) IFRS
16 25 (0.26%) EU AI Act
16 25 (0.26%) ISO/IEC 42001
17 24 (0.25%) Actionable Recommendations
18 20 (0.21%) NIST 800
System Software
1 539 (5.53%) Docker
2 170 (1.74%) Active Directory
3 100 (1.03%) Virtual Machines
4 64 (0.66%) VMware Infrastructure
5 26 (0.27%) Firmware
6 25 (0.26%) Hyper-V
7 22 (0.23%) Virtual Desktop
8 20 (0.21%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.082%) Ceph
11 6 (0.062%) IAG
12 4 (0.041%) VMware ESXi
12 4 (0.041%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
15 1 (0.010%) Apache Flume
15 1 (0.010%) KVM
Systems Management
1 562 (5.76%) Kubernetes
2 152 (1.56%) Microsoft Intune
3 84 (0.86%) Ansible
4 83 (0.85%) Grafana
5 64 (0.66%) Prometheus
6 29 (0.30%) Puppet
7 23 (0.24%) Single Sign-On
8 22 (0.23%) Argo
9 18 (0.18%) Kubeflow
9 18 (0.18%) Podman
10 14 (0.14%) Progress Chef
11 12 (0.12%) Istio
12 8 (0.082%) Nessus
13 7 (0.072%) Check_MK
13 7 (0.072%) Nagios
13 7 (0.072%) Proxmox
14 6 (0.062%) Hadoop YARN
14 6 (0.062%) SCCM
15 5 (0.051%) Microsoft Clustering
15 5 (0.051%) Nmap
Vendors
1 2,174 (22.29%) Microsoft
2 472 (4.84%) Google
3 459 (4.71%) Databricks
4 279 (2.86%) OpenAI
5 191 (1.96%) Adobe
6 190 (1.95%) Salesforce
7 132 (1.35%) SAP
8 122 (1.25%) Cisco
9 113 (1.16%) Oracle
10 105 (1.08%) ServiceNow
11 100 (1.03%) Foundry
12 97 (0.99%) YouTube
13 92 (0.94%) Dell
14 82 (0.84%) HubSpot
15 74 (0.76%) VMware
16 73 (0.75%) Apple
17 62 (0.64%) Facebook
18 61 (0.63%) CyberArk
19 55 (0.56%) Sage
20 47 (0.48%) Palo Alto