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

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 46
Rank change year-on-year +2 +36 +46
Permanent jobs citing AI 10,017 5,720 3,280
As % of all permanent jobs in the UK 8.55% 11.58% 4.27%
As % of the Processes & Methodologies category 11.70% 13.05% 5.23%
Number of salaries quoted 5,726 1,597 1,563
10th Percentile £41,250 £34,550 £41,250
25th Percentile £52,500 £50,000 £55,000
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 £65,000
% 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 85,591 43,838 62,686
As % of all permanent jobs advertised in the UK 73.02% 88.74% 81.52%
Number of salaries quoted 59,105 24,621 34,654
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,560
Median % change year-on-year +9.09% -4.45% -4.07%
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 25 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 25 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 8,783 £74,830 +6.90% 18,798
UK excluding London -7 5,587 £65,000 +8.33% 7,344
London +9 3,732 £85,000 +6.25% 12,786
Work from Home -3 3,210 £71,000 +9.23% 7,268
North of England -3 1,654 £67,249 +12.08% 1,837
South East -7 1,265 £62,500 +19.05% 1,763
North West +15 962 £67,500 +3.85% 1,132
Midlands -11 829 £62,000 +3.33% 829
South West 0 656 £69,986 +16.64% 856
West Midlands -8 565 £62,500 +4.99% 561
East of England +20 508 £60,100 +0.17% 703
Yorkshire -10 433 £65,000 -15.58% 525
Scotland -7 301 £85,000 +25.93% 867
East Midlands -21 264 £52,500 -19.23% 268
North East -6 259 £66,000 +93.17% 186
Wales +2 241 £66,000 +20.00% 143
Northern Ireland +6 154 £74,830 -3.45% 390

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
1 294 (2.94%) SharePoint
2 133 (1.33%) Confluence
3 89 (0.89%) CMS
4 84 (0.84%) Apache Spark
5 82 (0.82%) Microsoft Exchange
6 75 (0.75%) Apache
7 74 (0.74%) Apache Airflow
8 42 (0.42%) 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
17 7 (0.070%) Oracle Workflow
Applications
1 563 (5.62%) Microsoft Excel
2 134 (1.34%) Microsoft Office
3 99 (0.99%) Chatbot
4 79 (0.79%) Microsoft PowerPoint
5 36 (0.36%) MS Visio
6 28 (0.28%) 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 14 (0.14%) InDesign
12 14 (0.14%) Microsoft Project
13 13 (0.13%) Simulink
14 8 (0.080%) LaTeX
14 8 (0.080%) SPSS
14 8 (0.080%) Trello
15 7 (0.070%) Moqups
16 6 (0.060%) Adobe XD
17 5 (0.050%) Sketch
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 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 7 (0.070%) Oracle Procure-to-Pay
11 6 (0.060%) Dynamics AX
12 5 (0.050%) Sage 200
13 4 (0.040%) Eloqua
13 4 (0.040%) Magento
13 4 (0.040%) SAP BPC
Cloud Services
1 2,720 (27.15%) Azure
2 1,690 (16.87%) AWS
3 1,101 (10.99%) Power Platform
4 977 (9.75%) Azure AI
5 786 (7.85%) SaaS
6 700 (6.99%) GCP
7 552 (5.51%) Microsoft 365
8 500 (4.99%) GitHub
9 425 (4.24%) Microsoft Copilot
10 354 (3.53%) Azure DevOps
11 309 (3.08%) Anthropic Claude
12 307 (3.06%) Serverless
13 285 (2.85%) Snowflake
14 255 (2.55%) Power Automate
15 228 (2.28%) GitHub Copilot
16 227 (2.27%) Entra ID
17 167 (1.67%) PowerApps
18 160 (1.60%) Copilot Studio
19 147 (1.47%) Cloud Computing
20 145 (1.45%) Microsoft Purview
Communications & Networking
1 142 (1.42%) Broadband
2 137 (1.37%) Internet
3 114 (1.14%) 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
14 20 (0.20%) SMS
15 19 (0.19%) VoIP
16 14 (0.14%) CTI
Database & Business Intelligence
1 800 (7.99%) Power BI
2 415 (4.14%) Tableau
3 269 (2.69%) MongoDB
4 258 (2.58%) SQL Server
5 242 (2.42%) PostgreSQL
6 221 (2.21%) Data Warehouse
7 208 (2.08%) Metadata
8 204 (2.04%) Azure SQL Database
9 171 (1.71%) NoSQL
10 167 (1.67%) Data Lake
11 136 (1.36%) Big Data
12 129 (1.29%) Relational Database
13 103 (1.03%) MySQL
14 74 (0.74%) BigQuery
15 68 (0.68%) Redis
16 64 (0.64%) Semantic Layer
17 63 (0.63%) DynamoDB
18 61 (0.61%) Star Schema
19 60 (0.60%) Delta Lake
20 59 (0.59%) Amazon RDS
Development Applications
1 352 (3.51%) Git
2 219 (2.19%) JIRA
3 195 (1.95%) Claude Code
4 131 (1.31%) Jenkins
5 117 (1.17%) 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 2,992 (29.87%) Social Skills
2 2,387 (23.83%) Finance
3 1,150 (11.48%) Analytical Skills
4 941 (9.39%) Marketing
5 804 (8.03%) Inclusion and Diversity
6 603 (6.02%) Public Sector
7 601 (6.00%) Legal
8 524 (5.23%) Law
9 483 (4.82%) Banking
10 374 (3.73%) Retail
11 313 (3.12%) Influencing Skills
12 270 (2.70%) Organisational Skills
13 254 (2.54%) Manufacturing
14 185 (1.85%) Games
15 153 (1.53%) Financial Institution
16 145 (1.45%) Presentation Skills
17 140 (1.40%) Advertising
18 128 (1.28%) Telecoms
19 93 (0.93%) Legal Technology
20 88 (0.88%) Aerospace
Job Titles
1 1,904 (19.01%) Senior
2 1,080 (10.78%) Lead
3 1,042 (10.40%) Architect
4 979 (9.77%) Developer
5 839 (8.38%) Artificial Intelligence Engineer
6 738 (7.37%) Analyst
7 728 (7.27%) Software Engineer
8 405 (4.04%) Data Engineer
9 404 (4.03%) Solutions Architect
10 400 (3.99%) Consultant
11 365 (3.64%) Data Analyst
12 344 (3.43%) Junior
13 321 (3.20%) Senior Manager
14 283 (2.83%) Junior Analyst
15 276 (2.76%) Junior Data Analyst
16 260 (2.60%) Data Scientist
17 258 (2.58%) Python Engineer
18 240 (2.40%) Artificial Intelligence Architect
19 218 (2.18%) Senior Developer
20 208 (2.08%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 554 (5.53%) React
2 494 (4.93%) Terraform
3 492 (4.91%) .NET
4 335 (3.34%) REST
5 279 (2.79%) Node.js
6 243 (2.43%) LangChain
7 240 (2.40%) HTML
8 237 (2.37%) CSS
9 211 (2.11%) 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
13 153 (1.53%) PyTorch
14 148 (1.48%) ML.NET
15 139 (1.39%) Next.js
16 137 (1.37%) Spring
17 135 (1.35%) LangGraph
18 129 (1.29%) TensorFlow
19 122 (1.22%) PySpark
Miscellaneous
1 777 (7.76%) AI Agents
2 720 (7.19%) Cloud Native
3 471 (4.70%) Onboarding
4 350 (3.49%) Distributed Systems
5 334 (3.33%) Product Ownership
6 259 (2.59%) Management Information System
7 207 (2.07%) Self-Motivation
8 201 (2.01%) Blog
9 198 (1.98%) Social Media
10 182 (1.82%) Algorithms
11 180 (1.80%) Enterprise Software
12 154 (1.54%) Robotics
13 153 (1.53%) Low-Code
14 133 (1.33%) Cyber Threat
15 132 (1.32%) Marketing Technology
16 131 (1.31%) Data Centre
17 105 (1.05%) Greenfield Project
18 103 (1.03%) Legacy Systems
19 98 (0.98%) IoT
20 95 (0.95%) Mobile App
Operating Systems
1 255 (2.55%) Linux
2 253 (2.53%) Windows
3 72 (0.72%) Windows Server
4 54 (0.54%) Android
5 35 (0.35%) Apple iOS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 22 (0.22%) Mac OS
8 22 (0.22%) Ubuntu
9 11 (0.11%) Debian
9 11 (0.11%) Embedded Linux
10 9 (0.090%) Windows 10
11 8 (0.080%) Red Hat Enterprise Linux
12 6 (0.060%) CentOS
12 6 (0.060%) Kali Linux
13 5 (0.050%) Solaris
13 5 (0.050%) Windows Server 2019
14 3 (0.030%) Gentoo
14 3 (0.030%) Robot Operating System
14 3 (0.030%) Rocky
Processes & Methodologies
1 2,062 (20.59%) Machine Learning
2 1,948 (19.45%) Analytics
3 1,623 (16.20%) Agile
4 1,589 (15.86%) Software Engineering
5 1,431 (14.29%) CI/CD
6 1,428 (14.26%) Continuous Improvement
7 1,354 (13.52%) Roadmaps
8 1,342 (13.40%) Problem-Solving
9 1,227 (12.25%) Decision-Making
10 1,141 (11.39%) LLM
11 1,119 (11.17%) Stakeholder Management
12 1,073 (10.71%) Mentoring
13 1,035 (10.33%) Business Intelligence
14 1,034 (10.32%) DevOps
15 923 (9.21%) Generative AI
16 821 (8.20%) Data Science
17 762 (7.61%) Full-Stack Development
18 731 (7.30%) Cybersecurity
19 655 (6.54%) Stakeholder Engagement
20 640 (6.39%) Coaching
Programming Languages
1 2,726 (27.21%) Python
2 1,631 (16.28%) SQL
3 598 (5.97%) C#
4 590 (5.89%) JavaScript
5 523 (5.22%) TypeScript
6 457 (4.56%) Java
7 214 (2.14%) C++
8 175 (1.75%) PowerShell
9 121 (1.21%) Bash
10 120 (1.20%) Go
11 75 (0.75%) C
12 74 (0.74%) R
13 73 (0.73%) PHP
14 71 (0.71%) Bicep
15 68 (0.68%) 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 1,084 (10.82%) Degree
2 808 (8.07%) Security Cleared
3 746 (7.45%) Azure Certification
4 469 (4.68%) SC Cleared
5 300 (2.99%) Computer Science Degree
6 217 (2.17%) Master's Degree
7 208 (2.08%) DV Cleared
8 177 (1.77%) AWS Certification
9 166 (1.66%) CISSP
10 130 (1.30%) ACCA
11 128 (1.28%) Microsoft Certification
12 124 (1.24%) PhD
13 120 (1.20%) CISM
14 111 (1.11%) 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
1 598 (5.97%) Data Quality
2 344 (3.43%) QA
3 332 (3.31%) Accessibility
4 299 (2.98%) GDPR
5 197 (1.97%) ISO/IEC 27001
6 139 (1.39%) NIST
7 123 (1.23%) GRC
8 90 (0.90%) SLA
9 66 (0.66%) Cyber Essentials
10 57 (0.57%) WCAG
11 47 (0.47%) NCSC
12 43 (0.43%) PMO
13 36 (0.36%) PCI DSS
14 34 (0.34%) Cyber Essentials PLUS
15 28 (0.28%) Actionable Recommendations
16 26 (0.26%) IFRS
16 26 (0.26%) ISO/IEC 42001
17 23 (0.23%) EU AI Act
17 23 (0.23%) NIST 800
18 19 (0.19%) SOC 2
System Software
1 556 (5.55%) Docker
2 173 (1.73%) 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
1 596 (5.95%) Kubernetes
2 153 (1.53%) Microsoft Intune
3 97 (0.97%) Grafana
4 91 (0.91%) Ansible
5 72 (0.72%) Prometheus
6 33 (0.33%) Puppet
7 26 (0.26%) Argo
8 24 (0.24%) 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%) Nmap
Vendors
1 2,116 (21.12%) Microsoft
2 532 (5.31%) Google
3 423 (4.22%) Databricks
4 281 (2.81%) OpenAI
5 217 (2.17%) Salesforce
6 155 (1.55%) Adobe
7 152 (1.52%) SAP
8 132 (1.32%) Oracle
9 130 (1.30%) Cisco
10 120 (1.20%) YouTube
11 117 (1.17%) ServiceNow
12 98 (0.98%) Foundry
13 90 (0.90%) HubSpot
14 81 (0.81%) VMware
15 75 (0.75%) Apple
16 62 (0.62%) Facebook
17 61 (0.61%) CyberArk
17 61 (0.61%) Dell
18 57 (0.57%) Sage
19 53 (0.53%) Workday