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

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 45
Rank change year-on-year +2 +35 +45
Permanent jobs citing AI 10,003 5,490 3,442
As % of all permanent jobs in the UK 8.61% 11.18% 4.44%
As % of the Processes & Methodologies category 11.80% 12.60% 5.46%
Number of salaries quoted 5,665 1,585 1,588
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £49,750 £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 £110,850 £120,750 £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 84,797 43,558 63,026
As % of all permanent jobs advertised in the UK 73.01% 88.68% 81.33%
Number of salaries quoted 58,554 24,566 35,554
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,781 £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 21 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 21 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 8,770 £75,000 +4.17% 22,785
UK excluding London -7 5,634 £65,000 +8.33% 8,786
London +9 3,686 £85,000 - 15,750
Work from Home -1 3,165 £70,752 +8.85% 9,161
North of England -2 1,667 £67,500 +12.50% 2,158
South East -5 1,268 £62,500 +19.05% 2,010
North West +17 955 £70,000 +12.00% 1,368
Midlands -10 849 £62,000 +3.33% 948
South West +2 653 £69,973 +16.62% 1,042
West Midlands -8 579 £62,500 +5.24% 620
East of England +22 513 £60,100 +1.43% 902
Yorkshire -9 451 £67,500 -12.34% 582
Scotland -6 304 £85,000 +25.93% 1,122
East Midlands -20 270 £52,500 -19.23% 328
North East -3 261 £65,500 +91.70% 215
Wales +5 247 £66,000 +20.00% 159
Northern Ireland +10 156 £74,830 -3.45% 491

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
1 290 (2.90%) SharePoint
2 132 (1.32%) Confluence
3 93 (0.93%) Apache Spark
4 90 (0.90%) CMS
5 82 (0.82%) Microsoft Exchange
6 79 (0.79%) Apache Airflow
7 75 (0.75%) Apache
8 39 (0.39%) 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
1 663 (6.63%) Microsoft Excel
2 130 (1.30%) Microsoft Office
3 100 (1.00%) Chatbot
4 78 (0.78%) Microsoft PowerPoint
5 35 (0.35%) MS Visio
6 28 (0.28%) Adobe Creative Suite
7 25 (0.25%) UserZoom
8 19 (0.19%) Adobe Illustrator
8 19 (0.19%) Spreadsheet
9 18 (0.18%) Photoshop
10 17 (0.17%) Adobe After Effects
11 14 (0.14%) InDesign
12 13 (0.13%) Microsoft Project
13 12 (0.12%) Simulink
14 8 (0.080%) LaTeX
14 8 (0.080%) SPSS
14 8 (0.080%) Trello
15 6 (0.060%) Adobe XD
15 6 (0.060%) Moqups
16 5 (0.050%) Sketch
Business Applications
1 128 (1.28%) Dynamics CRM
2 58 (0.58%) 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%) SAP MDG
10 7 (0.070%) Salesforce CRM
11 6 (0.060%) Dynamics AX
12 5 (0.050%) Oracle Procure-to-Pay
12 5 (0.050%) Sage 200
13 4 (0.040%) Eloqua
13 4 (0.040%) Magento
13 4 (0.040%) Oracle ERP
Cloud Services
1 2,821 (28.20%) Azure
2 1,666 (16.66%) AWS
3 1,210 (12.10%) Power Platform
4 1,085 (10.85%) Azure AI
5 774 (7.74%) SaaS
6 694 (6.94%) GCP
7 545 (5.45%) Microsoft 365
8 488 (4.88%) GitHub
9 413 (4.13%) Microsoft Copilot
10 350 (3.50%) Azure DevOps
11 305 (3.05%) Serverless
12 301 (3.01%) Anthropic Claude
13 299 (2.99%) Snowflake
14 252 (2.52%) Power Automate
15 227 (2.27%) Entra ID
16 223 (2.23%) GitHub Copilot
17 166 (1.66%) PowerApps
18 156 (1.56%) Copilot Studio
19 155 (1.55%) Cloud Computing
20 147 (1.47%) Microsoft Purview
Communications & Networking
1 157 (1.57%) Broadband
2 133 (1.33%) Internet
3 111 (1.11%) Firewall
4 102 (1.02%) Network Security
5 93 (0.93%) 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%) 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%) CTI
Database & Business Intelligence
1 915 (9.15%) Power BI
2 533 (5.33%) Tableau
3 268 (2.68%) MongoDB
4 253 (2.53%) SQL Server
5 237 (2.37%) Data Warehouse
6 235 (2.35%) PostgreSQL
7 205 (2.05%) Metadata
8 203 (2.03%) Azure SQL Database
9 184 (1.84%) Data Lake
10 171 (1.71%) NoSQL
11 135 (1.35%) Big Data
12 128 (1.28%) Relational Database
13 98 (0.98%) MySQL
14 80 (0.80%) BigQuery
15 67 (0.67%) Redis
16 63 (0.63%) Semantic Layer
17 62 (0.62%) Delta Lake
17 62 (0.62%) DynamoDB
18 60 (0.60%) Star Schema
19 59 (0.59%) Amazon RDS
Development Applications
1 344 (3.44%) Git
2 213 (2.13%) JIRA
3 188 (1.88%) Claude Code
4 129 (1.29%) Jenkins
5 112 (1.12%) GitLab
6 52 (0.52%) MLflow
7 39 (0.39%) 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 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 3,056 (30.55%) Social Skills
2 2,327 (23.26%) Finance
3 1,145 (11.45%) Analytical Skills
4 919 (9.19%) Marketing
5 791 (7.91%) Inclusion and Diversity
6 588 (5.88%) Legal
7 580 (5.80%) Public Sector
8 521 (5.21%) Law
9 469 (4.69%) Banking
10 367 (3.67%) Retail
11 307 (3.07%) Influencing Skills
12 257 (2.57%) Organisational Skills
13 250 (2.50%) Manufacturing
14 198 (1.98%) Games
15 151 (1.51%) Financial Institution
16 140 (1.40%) Presentation Skills
17 130 (1.30%) Advertising
18 126 (1.26%) Telecoms
19 90 (0.90%) Legal Technology
20 87 (0.87%) Aerospace
Job Titles
1 1,869 (18.68%) Senior
2 1,075 (10.75%) Lead
3 1,037 (10.37%) Architect
4 964 (9.64%) Developer
5 839 (8.39%) Analyst
6 828 (8.28%) Artificial Intelligence Engineer
7 711 (7.11%) Software Engineer
8 471 (4.71%) Data Analyst
9 454 (4.54%) Junior
10 409 (4.09%) Data Engineer
11 408 (4.08%) Solutions Architect
12 397 (3.97%) Consultant
13 393 (3.93%) Junior Analyst
14 386 (3.86%) Junior Data Analyst
15 307 (3.07%) Senior Manager
16 258 (2.58%) Data Scientist
16 258 (2.58%) Python Engineer
17 235 (2.35%) Artificial Intelligence Architect
18 214 (2.14%) Senior Developer
19 208 (2.08%) Data Architect
Libraries, Frameworks & Software Standards
1 542 (5.42%) React
2 486 (4.86%) .NET
3 480 (4.80%) Terraform
4 324 (3.24%) REST
5 274 (2.74%) Node.js
6 249 (2.49%) LangChain
7 241 (2.41%) HTML
8 237 (2.37%) CSS
9 212 (2.12%) RESTful
10 198 (1.98%) ASP.NET
11 178 (1.78%) ASP.NET Core
11 178 (1.78%) Kafka
12 174 (1.74%) .NET Core
13 163 (1.63%) PyTorch
14 148 (1.48%) ML.NET
15 139 (1.39%) Next.js
15 139 (1.39%) TensorFlow
16 136 (1.36%) LangGraph
17 131 (1.31%) Spring
18 122 (1.22%) Blazor
Miscellaneous
1 754 (7.54%) AI Agents
2 719 (7.19%) Cloud Native
3 461 (4.61%) Onboarding
4 339 (3.39%) Distributed Systems
5 329 (3.29%) Product Ownership
6 244 (2.44%) Management Information System
7 205 (2.05%) Self-Motivation
8 200 (2.00%) Social Media
9 197 (1.97%) Blog
10 178 (1.78%) Algorithms
11 175 (1.75%) Enterprise Software
12 153 (1.53%) Low-Code
13 150 (1.50%) Robotics
14 138 (1.38%) Data Centre
15 133 (1.33%) Marketing Technology
16 127 (1.27%) Cyber Threat
17 103 (1.03%) Greenfield Project
18 101 (1.01%) Legacy Systems
19 98 (0.98%) IoT
20 94 (0.94%) Mobile App
Operating Systems
1 250 (2.50%) Windows
2 248 (2.48%) Linux
3 73 (0.73%) Windows Server
4 54 (0.54%) Android
5 36 (0.36%) Apple iOS
6 25 (0.25%) VMS
7 24 (0.24%) Unix
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
14 5 (0.050%) Kali Linux
14 5 (0.050%) Solaris
14 5 (0.050%) Windows Server 2019
15 3 (0.030%) AIX
15 3 (0.030%) Robot Operating System
15 3 (0.030%) Rocky
Processes & Methodologies
1 2,062 (20.61%) Machine Learning
2 1,965 (19.64%) Analytics
3 1,606 (16.06%) Agile
4 1,561 (15.61%) Software Engineering
5 1,405 (14.05%) CI/CD
6 1,401 (14.01%) Continuous Improvement
7 1,359 (13.59%) Roadmaps
8 1,318 (13.18%) Problem-Solving
9 1,230 (12.30%) Decision-Making
10 1,158 (11.58%) Business Intelligence
11 1,128 (11.28%) LLM
12 1,082 (10.82%) Stakeholder Management
13 1,064 (10.64%) Mentoring
14 1,018 (10.18%) DevOps
15 910 (9.10%) Generative AI
16 824 (8.24%) Data Science
17 756 (7.56%) Full-Stack Development
18 714 (7.14%) Cybersecurity
19 645 (6.45%) Stakeholder Engagement
20 640 (6.40%) Data Modelling
Programming Languages
1 2,819 (28.18%) Python
2 1,741 (17.40%) SQL
3 589 (5.89%) C#
4 587 (5.87%) JavaScript
5 512 (5.12%) TypeScript
6 443 (4.43%) Java
7 211 (2.11%) C++
8 174 (1.74%) PowerShell
9 118 (1.18%) Bash
10 117 (1.17%) Go
11 75 (0.75%) R
12 73 (0.73%) C
13 71 (0.71%) PHP
14 70 (0.70%) Bicep
15 67 (0.67%) Scala
16 64 (0.64%) 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 1,090 (10.90%) Degree
2 853 (8.53%) Azure Certification
3 773 (7.73%) Security Cleared
4 448 (4.48%) SC Cleared
5 299 (2.99%) Computer Science Degree
6 226 (2.26%) Master's Degree
7 202 (2.02%) DV Cleared
8 172 (1.72%) AWS Certification
9 164 (1.64%) CISSP
10 131 (1.31%) ACCA
11 125 (1.25%) Microsoft Certification
12 124 (1.24%) PhD
13 119 (1.19%) CISM
14 114 (1.14%) CIMA
15 101 (1.01%) DBS Check
16 76 (0.76%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 60 (0.60%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 587 (5.87%) Data Quality
2 339 (3.39%) QA
3 336 (3.36%) Accessibility
4 297 (2.97%) GDPR
5 190 (1.90%) ISO/IEC 27001
6 135 (1.35%) NIST
7 123 (1.23%) GRC
8 89 (0.89%) SLA
9 64 (0.64%) Cyber Essentials
10 60 (0.60%) WCAG
11 43 (0.43%) NCSC
12 42 (0.42%) PMO
13 33 (0.33%) Cyber Essentials PLUS
13 33 (0.33%) PCI DSS
14 29 (0.29%) Actionable Recommendations
15 28 (0.28%) IFRS
16 25 (0.25%) ISO/IEC 42001
17 23 (0.23%) California Consumer Privacy Act
17 23 (0.23%) EU AI Act
17 23 (0.23%) NIST 800
System Software
1 542 (5.42%) 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%) NFS
Systems Management
1 577 (5.77%) Kubernetes
2 153 (1.53%) Microsoft Intune
3 90 (0.90%) Grafana
4 88 (0.88%) Ansible
5 69 (0.69%) 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 (0.080%) 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%) Microsoft Clustering
Vendors
1 2,192 (21.91%) Microsoft
2 510 (5.10%) Google
3 440 (4.40%) Databricks
4 283 (2.83%) OpenAI
5 208 (2.08%) Salesforce
6 167 (1.67%) Adobe
7 145 (1.45%) SAP
8 128 (1.28%) Cisco
9 127 (1.27%) Oracle
10 115 (1.15%) ServiceNow
11 111 (1.11%) YouTube
12 96 (0.96%) Foundry
13 87 (0.87%) HubSpot
14 83 (0.83%) Dell
15 79 (0.79%) VMware
16 75 (0.75%) Apple
17 62 (0.62%) Facebook
18 61 (0.61%) CyberArk
19 57 (0.57%) Sage
20 49 (0.49%) Palo Alto