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

6 months to
17 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 43
Rank change year-on-year +2 +33 +51
Permanent jobs citing AI 9,937 5,481 3,633
As % of all permanent jobs in the UK 8.65% 11.10% 4.67%
As % of the Processes & Methodologies category 11.84% 12.51% 5.75%
Number of salaries quoted 5,634 1,574 1,603
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £48,750 £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 £112,500 £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 83,912 43,812 63,193
As % of all permanent jobs advertised in the UK 73.03% 88.75% 81.16%
Number of salaries quoted 58,112 24,707 35,897
10th Percentile £31,250 £28,500 £32,000
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 17 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 17 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 8,720 £75,000 +7.14% 23,412
UK excluding London -6 5,591 £65,000 +8.33% 9,208
London +9 3,667 £85,000 +3.03% 15,820
Work from Home -1 3,166 £70,876 +9.04% 9,431
North of England -2 1,661 £67,249 +12.08% 2,266
South East -6 1,257 £62,500 +19.05% 2,163
North West +16 949 £70,000 +16.67% 1,421
Midlands -10 838 £60,000 - 1,000
South West +3 646 £69,973 +16.62% 1,056
West Midlands -7 573 £62,500 +4.58% 652
East of England +25 516 £60,100 +1.43% 957
Yorkshire -9 452 £65,000 -13.33% 635
Scotland -5 296 £85,000 +25.93% 1,158
East Midlands -21 265 £52,500 -19.23% 348
North East -3 260 £65,000 +90.24% 218
Wales +4 244 £66,000 +20.00% 173
Northern Ireland +15 155 £74,830 -11.96% 486

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
1 280 (2.82%) SharePoint
2 130 (1.31%) Confluence
3 98 (0.99%) Apache Spark
4 91 (0.92%) CMS
5 90 (0.91%) Apache Airflow
6 79 (0.80%) Microsoft Exchange
7 74 (0.74%) Apache
8 40 (0.40%) WordPress
9 33 (0.33%) SAS
10 24 (0.24%) Palantir Foundry
11 14 (0.14%) Jupyter
12 13 (0.13%) IIS
13 12 (0.12%) Camunda
14 11 (0.11%) nginx
15 10 (0.10%) Adobe Experience Manager
15 10 (0.10%) Headless CMS
16 9 (0.091%) Sitecore CMS
17 8 (0.081%) OpenStack
18 7 (0.070%) Oracle SOA Suite
19 6 (0.060%) Oracle Workflow
Applications
1 651 (6.55%) Microsoft Excel
2 124 (1.25%) Microsoft Office
3 101 (1.02%) Chatbot
4 71 (0.71%) Microsoft PowerPoint
5 31 (0.31%) MS Visio
6 27 (0.27%) Adobe Creative Suite
7 25 (0.25%) 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
13 12 (0.12%) Microsoft Project
13 12 (0.12%) Simulink
14 8 (0.081%) LaTeX
14 8 (0.081%) SPSS
14 8 (0.081%) Trello
15 6 (0.060%) Adobe XD
15 6 (0.060%) Moqups
16 5 (0.050%) Sketch
Business Applications
1 126 (1.27%) Dynamics CRM
2 57 (0.57%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 22 (0.22%) NetSuite
6 13 (0.13%) Shopify
7 12 (0.12%) Payment Gateway
8 10 (0.10%) Elite 3E
9 9 (0.091%) Distributed Ledger
10 8 (0.081%) Carpe Diem
10 8 (0.081%) Dynamics NAV
10 8 (0.081%) Sage 50
10 8 (0.081%) SAP MDG
11 7 (0.070%) Salesforce CRM
12 5 (0.050%) Oracle ERP
12 5 (0.050%) Oracle Procure-to-Pay
12 5 (0.050%) Sage 200
13 4 (0.040%) Dynamics AX
13 4 (0.040%) Magento
13 4 (0.040%) Primavera
Cloud Services
1 2,825 (28.43%) Azure
2 1,669 (16.80%) AWS
3 1,202 (12.10%) Power Platform
4 1,095 (11.02%) Azure AI
5 775 (7.80%) SaaS
6 697 (7.01%) GCP
7 535 (5.38%) Microsoft 365
8 481 (4.84%) GitHub
9 400 (4.03%) Microsoft Copilot
10 347 (3.49%) Azure DevOps
11 316 (3.18%) Snowflake
12 306 (3.08%) Anthropic Claude
13 305 (3.07%) Serverless
14 245 (2.47%) Power Automate
15 227 (2.28%) Entra ID
16 223 (2.24%) GitHub Copilot
17 163 (1.64%) PowerApps
18 158 (1.59%) Cloud Computing
19 149 (1.50%) Copilot Studio
20 145 (1.46%) Azure Synapse Analytics
Communications & Networking
1 171 (1.72%) Broadband
2 130 (1.31%) Internet
3 109 (1.10%) Firewall
4 102 (1.03%) Network Security
5 92 (0.93%) VPN
6 80 (0.81%) DNS
7 37 (0.37%) TCP/IP
7 37 (0.37%) WAN
8 32 (0.32%) 5G
9 30 (0.30%) DHCP
10 29 (0.29%) BGP
11 28 (0.28%) VLAN
12 24 (0.24%) HTTP
12 24 (0.24%) Wireless
13 21 (0.21%) LAN
14 20 (0.20%) MQTT
14 20 (0.20%) OSPF
15 19 (0.19%) SMS
15 19 (0.19%) VoIP
16 14 (0.14%) CTI
Database & Business Intelligence
1 911 (9.17%) Power BI
2 536 (5.39%) Tableau
3 270 (2.72%) MongoDB
4 263 (2.65%) SQL Server
5 251 (2.53%) Data Warehouse
6 232 (2.33%) PostgreSQL
7 204 (2.05%) Azure SQL Database
8 200 (2.01%) Metadata
9 196 (1.97%) Data Lake
10 172 (1.73%) NoSQL
11 132 (1.33%) Big Data
12 127 (1.28%) Relational Database
13 98 (0.99%) MySQL
14 86 (0.87%) BigQuery
15 66 (0.66%) Redis
16 63 (0.63%) Semantic Layer
17 62 (0.62%) DynamoDB
18 60 (0.60%) Delta Lake
19 59 (0.59%) Amazon RDS
19 59 (0.59%) Star Schema
Development Applications
1 337 (3.39%) Git
2 208 (2.09%) JIRA
3 190 (1.91%) Claude Code
4 127 (1.28%) Jenkins
5 111 (1.12%) GitLab
6 58 (0.58%) MLflow
7 39 (0.39%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 32 (0.32%) Postman
11 30 (0.30%) Cypress.io
12 27 (0.27%) Snyk
13 18 (0.18%) Cucumber
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Spock
17 13 (0.13%) Gatling
17 13 (0.13%) TeamCity
18 11 (0.11%) JMeter
General
1 3,024 (30.43%) Social Skills
2 2,321 (23.36%) Finance
3 1,136 (11.43%) Analytical Skills
4 899 (9.05%) Marketing
5 783 (7.88%) Inclusion and Diversity
6 586 (5.90%) Legal
7 576 (5.80%) Public Sector
8 523 (5.26%) Law
9 460 (4.63%) Banking
10 367 (3.69%) Retail
11 307 (3.09%) Influencing Skills
12 253 (2.55%) Organisational Skills
13 246 (2.48%) Manufacturing
14 210 (2.11%) Games
15 150 (1.51%) Financial Institution
16 141 (1.42%) Presentation Skills
17 126 (1.27%) Advertising
18 124 (1.25%) Telecoms
19 89 (0.90%) Legal Technology
20 88 (0.89%) Aerospace
Job Titles
1 1,842 (18.54%) Senior
2 1,075 (10.82%) Lead
3 1,032 (10.39%) Architect
4 952 (9.58%) Developer
5 832 (8.37%) Analyst
6 815 (8.20%) Artificial Intelligence Engineer
7 698 (7.02%) Software Engineer
8 468 (4.71%) Data Analyst
9 453 (4.56%) Junior
10 409 (4.12%) Solutions Architect
11 405 (4.08%) Data Engineer
12 393 (3.95%) Junior Analyst
13 391 (3.93%) Consultant
14 386 (3.88%) Junior Data Analyst
15 296 (2.98%) Senior Manager
16 254 (2.56%) Data Scientist
17 250 (2.52%) Python Engineer
18 228 (2.29%) Artificial Intelligence Architect
19 210 (2.11%) Data Architect
19 210 (2.11%) Senior Developer
Libraries, Frameworks & Software Standards
1 544 (5.47%) React
2 483 (4.86%) Terraform
3 480 (4.83%) .NET
4 322 (3.24%) REST
5 274 (2.76%) Node.js
6 251 (2.53%) LangChain
7 244 (2.46%) HTML
8 240 (2.42%) CSS
9 214 (2.15%) RESTful
10 200 (2.01%) ASP.NET
11 190 (1.91%) Kafka
12 180 (1.81%) ASP.NET Core
13 176 (1.77%) .NET Core
14 168 (1.69%) PyTorch
15 149 (1.50%) ML.NET
16 144 (1.45%) TensorFlow
17 140 (1.41%) Next.js
18 133 (1.34%) LangGraph
19 131 (1.32%) Spring
20 123 (1.24%) Blazor
Miscellaneous
1 740 (7.45%) AI Agents
2 723 (7.28%) Cloud Native
3 455 (4.58%) Onboarding
4 336 (3.38%) Distributed Systems
5 330 (3.32%) Product Ownership
6 238 (2.40%) Management Information System
7 211 (2.12%) Social Media
8 204 (2.05%) Self-Motivation
9 199 (2.00%) Blog
10 177 (1.78%) Algorithms
11 172 (1.73%) Enterprise Software
12 151 (1.52%) Low-Code
13 145 (1.46%) Robotics
14 141 (1.42%) Data Centre
15 130 (1.31%) Marketing Technology
16 124 (1.25%) Cyber Threat
17 103 (1.04%) Greenfield Project
17 103 (1.04%) Legacy Systems
18 95 (0.96%) IoT
19 91 (0.92%) Virtual Team
Operating Systems
1 252 (2.54%) Windows
2 248 (2.50%) Linux
3 72 (0.72%) Windows Server
4 54 (0.54%) Android
5 37 (0.37%) Apple iOS
6 25 (0.25%) VMS
7 24 (0.24%) Unix
8 22 (0.22%) Ubuntu
9 20 (0.20%) Mac OS
10 11 (0.11%) Debian
11 10 (0.10%) Embedded Linux
12 9 (0.091%) Red Hat Enterprise Linux
12 9 (0.091%) Windows 10
13 6 (0.060%) CentOS
14 5 (0.050%) 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 (20.76%) Machine Learning
2 1,972 (19.85%) Analytics
3 1,641 (16.51%) Agile
4 1,545 (15.55%) Software Engineering
5 1,403 (14.12%) CI/CD
6 1,394 (14.03%) Continuous Improvement
7 1,386 (13.95%) Roadmaps
8 1,307 (13.15%) Problem-Solving
9 1,232 (12.40%) Decision-Making
10 1,157 (11.64%) Business Intelligence
11 1,114 (11.21%) LLM
12 1,067 (10.74%) Mentoring
13 1,064 (10.71%) Stakeholder Management
14 1,021 (10.27%) DevOps
15 897 (9.03%) Generative AI
16 827 (8.32%) Data Science
17 753 (7.58%) Full-Stack Development
18 707 (7.11%) Cybersecurity
19 635 (6.39%) Data Modelling
19 635 (6.39%) Stakeholder Engagement
Programming Languages
1 2,804 (28.22%) Python
2 1,748 (17.59%) SQL
3 584 (5.88%) JavaScript
4 580 (5.84%) C#
5 505 (5.08%) TypeScript
6 440 (4.43%) Java
7 213 (2.14%) C++
8 172 (1.73%) PowerShell
9 119 (1.20%) Bash
10 115 (1.16%) Go
11 75 (0.75%) C
12 71 (0.71%) Bicep
13 69 (0.69%) R
14 68 (0.68%) PHP
15 66 (0.66%) Scala
16 64 (0.64%) Rust
17 50 (0.50%) Ruby
18 45 (0.45%) Data Analysis Expressions
19 37 (0.37%) Kotlin
20 29 (0.29%) Kusto Query Language
Qualifications
1 1,098 (11.05%) Degree
2 847 (8.52%) Azure Certification
3 763 (7.68%) Security Cleared
4 442 (4.45%) SC Cleared
5 294 (2.96%) Computer Science Degree
6 232 (2.33%) Master's Degree
7 206 (2.07%) DV Cleared
8 167 (1.68%) AWS Certification
9 162 (1.63%) CISSP
10 125 (1.26%) PhD
11 122 (1.23%) ACCA
12 118 (1.19%) CISM
13 115 (1.16%) Microsoft Certification
14 105 (1.06%) CIMA
15 99 (1.00%) DBS Check
16 76 (0.76%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 58 (0.58%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 576 (5.80%) Data Quality
2 346 (3.48%) Accessibility
3 339 (3.41%) QA
4 301 (3.03%) GDPR
5 191 (1.92%) ISO/IEC 27001
6 135 (1.36%) NIST
7 123 (1.24%) GRC
8 87 (0.88%) SLA
9 63 (0.63%) Cyber Essentials
10 61 (0.61%) WCAG
11 41 (0.41%) NCSC
12 40 (0.40%) PMO
13 33 (0.33%) Cyber Essentials PLUS
13 33 (0.33%) PCI DSS
14 29 (0.29%) California Consumer Privacy Act
14 29 (0.29%) IFRS
15 25 (0.25%) Actionable Recommendations
15 25 (0.25%) ISO/IEC 42001
16 23 (0.23%) NIST 800
17 22 (0.22%) EU AI Act
System Software
1 545 (5.48%) Docker
2 170 (1.71%) Active Directory
3 97 (0.98%) Virtual Machines
4 66 (0.66%) VMware Infrastructure
5 25 (0.25%) Firmware
5 25 (0.25%) Hyper-V
6 24 (0.24%) Virtual Desktop
7 21 (0.21%) vSphere
8 12 (0.12%) Embedded Firmware
9 8 (0.081%) Ceph
10 6 (0.060%) IAG
11 5 (0.050%) 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%) Apache Flume
14 1 (0.010%) HDFS
14 1 (0.010%) KVM
Systems Management
1 579 (5.83%) Kubernetes
2 153 (1.54%) Microsoft Intune
3 91 (0.92%) Ansible
4 89 (0.90%) Grafana
5 68 (0.68%) Prometheus
6 31 (0.31%) Puppet
7 25 (0.25%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
10 17 (0.17%) Kubeflow
11 16 (0.16%) Progress Chef
12 12 (0.12%) Istio
13 8 (0.081%) Nessus
13 8 (0.081%) Proxmox
14 7 (0.070%) Check_MK
14 7 (0.070%) Nagios
15 6 (0.060%) Hadoop YARN
15 6 (0.060%) SCCM
16 5 (0.050%) Control-M
16 5 (0.050%) Nmap
Vendors
1 2,185 (21.99%) Microsoft
2 502 (5.05%) Google
3 461 (4.64%) Databricks
4 282 (2.84%) OpenAI
5 204 (2.05%) Salesforce
6 177 (1.78%) Adobe
7 145 (1.46%) SAP
8 128 (1.29%) Oracle
9 126 (1.27%) Cisco
10 113 (1.14%) ServiceNow
11 112 (1.13%) YouTube
12 97 (0.98%) Dell
12 97 (0.98%) Foundry
13 85 (0.86%) HubSpot
14 77 (0.77%) VMware
15 75 (0.75%) Apple
16 62 (0.62%) Facebook
17 61 (0.61%) CyberArk
18 56 (0.56%) Sage
19 48 (0.48%) Palo Alto