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

6 months to
15 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 42
Rank change year-on-year +2 +32 +51
Permanent jobs citing AI 9,791 5,471 3,628
As % of all permanent jobs in the UK 8.60% 11.13% 4.68%
As % of the Processes & Methodologies category 11.80% 12.56% 5.78%
Number of salaries quoted 5,550 1,551 1,596
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £48,250 £55,000
Median annual salary (50th Percentile) £74,830 £70,000 £75,000
Median % change year-on-year +6.90% -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 £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 82,954 43,576 62,762
As % of all permanent jobs advertised in the UK 72.83% 88.69% 80.93%
Number of salaries quoted 57,665 24,452 36,140
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 £76,500
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 15 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 15 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 8,576 £75,000 +7.14% 21,879
UK excluding London -6 5,546 £65,000 +11.11% 8,487
London +9 3,570 £85,000 - 15,155
Work from Home -1 3,112 £70,451 +12.72% 9,033
North of England -3 1,650 £66,874 +15.30% 2,068
South East -6 1,241 £62,500 +19.05% 1,881
North West +16 936 £70,000 +16.67% 1,318
Midlands -10 836 £61,358 +2.26% 909
South West +1 636 £69,986 +21.72% 1,000
West Midlands -8 568 £62,500 +4.82% 593
East of England +25 509 £60,100 +2.74% 878
Yorkshire -10 454 £65,000 -7.14% 563
Scotland -7 296 £85,000 +30.77% 1,118
East Midlands -18 268 £52,500 -19.23% 314
North East -2 260 £65,000 +90.24% 196
Wales +5 245 £66,000 +20.00% 156
Northern Ireland +14 156 £74,830 -11.96% 522

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
1 276 (2.82%) SharePoint
2 126 (1.29%) Confluence
3 97 (0.99%) Apache Spark
4 91 (0.93%) Apache Airflow
5 86 (0.88%) CMS
6 76 (0.78%) Microsoft Exchange
7 71 (0.73%) Apache
8 37 (0.38%) WordPress
9 33 (0.34%) SAS
10 24 (0.25%) Palantir Foundry
11 13 (0.13%) IIS
11 13 (0.13%) Jupyter
12 11 (0.11%) Camunda
13 10 (0.10%) nginx
14 9 (0.092%) Sitecore CMS
15 8 (0.082%) Adobe Experience Manager
15 8 (0.082%) Headless CMS
15 8 (0.082%) OpenStack
16 7 (0.071%) Oracle SOA Suite
17 5 (0.051%) Apache Pig
Applications
1 696 (7.11%) Microsoft Excel
2 117 (1.19%) Microsoft Office
3 98 (1.00%) Chatbot
4 68 (0.69%) Microsoft PowerPoint
5 27 (0.28%) Adobe Creative Suite
5 27 (0.28%) MS Visio
6 25 (0.26%) UserZoom
7 19 (0.19%) Adobe Illustrator
7 19 (0.19%) Spreadsheet
8 18 (0.18%) Photoshop
9 17 (0.17%) Adobe After Effects
10 14 (0.14%) InDesign
11 12 (0.12%) Microsoft Project
12 11 (0.11%) Simulink
13 8 (0.082%) LaTeX
13 8 (0.082%) SPSS
14 7 (0.071%) Trello
15 6 (0.061%) Adobe XD
16 5 (0.051%) Moqups
16 5 (0.051%) Sketch
Business Applications
1 122 (1.25%) Dynamics CRM
2 55 (0.56%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.21%) NetSuite
6 12 (0.12%) Payment Gateway
6 12 (0.12%) Shopify
7 10 (0.10%) Elite 3E
8 8 (0.082%) Carpe Diem
8 8 (0.082%) Distributed Ledger
8 8 (0.082%) Dynamics NAV
8 8 (0.082%) Sage 50
8 8 (0.082%) SAP MDG
9 7 (0.071%) Salesforce CRM
10 5 (0.051%) Oracle ERP
10 5 (0.051%) Sage 200
11 4 (0.041%) Dynamics AX
11 4 (0.041%) Eloqua
11 4 (0.041%) Oracle EBS
11 4 (0.041%) Primavera
Cloud Services
1 2,831 (28.91%) Azure
2 1,637 (16.72%) AWS
3 1,236 (12.62%) Power Platform
4 1,146 (11.70%) Azure AI
5 752 (7.68%) SaaS
6 676 (6.90%) GCP
7 519 (5.30%) Microsoft 365
8 467 (4.77%) GitHub
9 385 (3.93%) Microsoft Copilot
10 341 (3.48%) Azure DevOps
11 309 (3.16%) Snowflake
12 299 (3.05%) Serverless
13 297 (3.03%) Anthropic Claude
14 238 (2.43%) Power Automate
15 223 (2.28%) Entra ID
16 212 (2.17%) GitHub Copilot
17 161 (1.64%) PowerApps
18 158 (1.61%) Cloud Computing
19 146 (1.49%) Copilot Studio
20 144 (1.47%) Azure Synapse Analytics
Communications & Networking
1 171 (1.75%) Broadband
2 124 (1.27%) Internet
3 108 (1.10%) Firewall
4 102 (1.04%) Network Security
5 90 (0.92%) VPN
6 79 (0.81%) DNS
7 37 (0.38%) TCP/IP
7 37 (0.38%) WAN
8 32 (0.33%) 5G
9 30 (0.31%) DHCP
10 29 (0.30%) BGP
11 28 (0.29%) VLAN
12 23 (0.23%) HTTP
12 23 (0.23%) Wireless
13 21 (0.21%) LAN
14 20 (0.20%) OSPF
15 19 (0.19%) MQTT
15 19 (0.19%) VoIP
16 17 (0.17%) SMS
17 14 (0.14%) CTI
Database & Business Intelligence
1 951 (9.71%) Power BI
2 592 (6.05%) Tableau
3 267 (2.73%) MongoDB
4 251 (2.56%) Data Warehouse
5 248 (2.53%) SQL Server
6 223 (2.28%) PostgreSQL
7 203 (2.07%) Azure SQL Database
8 195 (1.99%) Data Lake
8 195 (1.99%) Metadata
9 167 (1.71%) NoSQL
10 131 (1.34%) Big Data
11 122 (1.25%) Relational Database
12 95 (0.97%) MySQL
13 84 (0.86%) BigQuery
14 64 (0.65%) Redis
15 62 (0.63%) DynamoDB
16 60 (0.61%) Delta Lake
16 60 (0.61%) Semantic Layer
17 59 (0.60%) Star Schema
18 57 (0.58%) Amazon RDS
Development Applications
1 332 (3.39%) Git
2 202 (2.06%) JIRA
3 179 (1.83%) Claude Code
4 124 (1.27%) Jenkins
5 106 (1.08%) GitLab
6 55 (0.56%) MLflow
7 37 (0.38%) Selenium
8 35 (0.36%) JUnit
8 35 (0.36%) Maven
9 30 (0.31%) Postman
10 28 (0.29%) Cypress.io
11 27 (0.28%) Snyk
12 17 (0.17%) Cucumber
12 17 (0.17%) Mockito
13 16 (0.16%) Visual Studio Code
14 14 (0.14%) Spock
14 14 (0.14%) Vite
15 13 (0.13%) Gatling
16 11 (0.11%) JMeter
16 11 (0.11%) TeamCity
General
1 3,006 (30.70%) Social Skills
2 2,264 (23.12%) Finance
3 1,116 (11.40%) Analytical Skills
4 868 (8.87%) Marketing
5 777 (7.94%) Inclusion and Diversity
6 573 (5.85%) Legal
7 563 (5.75%) Public Sector
8 513 (5.24%) Law
9 444 (4.53%) Banking
10 352 (3.60%) Retail
11 294 (3.00%) Influencing Skills
12 247 (2.52%) Organisational Skills
13 237 (2.42%) Manufacturing
14 208 (2.12%) Games
15 143 (1.46%) Financial Institution
16 139 (1.42%) Presentation Skills
17 121 (1.24%) Telecoms
18 117 (1.19%) Advertising
19 88 (0.90%) Aerospace
20 84 (0.86%) Legal Technology
Job Titles
1 1,779 (18.17%) Senior
2 1,062 (10.85%) Lead
3 1,018 (10.40%) Architect
4 929 (9.49%) Developer
5 875 (8.94%) Analyst
6 805 (8.22%) Artificial Intelligence Engineer
7 681 (6.96%) Software Engineer
8 517 (5.28%) Data Analyst
9 507 (5.18%) Junior
10 448 (4.58%) Junior Analyst
11 441 (4.50%) Junior Data Analyst
12 407 (4.16%) Solutions Architect
13 404 (4.13%) Data Engineer
14 383 (3.91%) Consultant
15 284 (2.90%) Senior Manager
16 254 (2.59%) Data Scientist
17 251 (2.56%) Python Engineer
18 227 (2.32%) Artificial Intelligence Architect
19 209 (2.13%) Data Architect
20 204 (2.08%) .NET Developer
Libraries, Frameworks & Software Standards
1 521 (5.32%) React
2 472 (4.82%) Terraform
3 459 (4.69%) .NET
4 300 (3.06%) REST
5 268 (2.74%) Node.js
6 247 (2.52%) LangChain
7 238 (2.43%) HTML
8 235 (2.40%) CSS
9 209 (2.13%) RESTful
10 200 (2.04%) ASP.NET
11 184 (1.88%) Kafka
12 180 (1.84%) ASP.NET Core
13 174 (1.78%) .NET Core
14 167 (1.71%) PyTorch
15 149 (1.52%) ML.NET
16 143 (1.46%) TensorFlow
17 135 (1.38%) Next.js
18 132 (1.35%) LangGraph
19 125 (1.28%) Spring
20 123 (1.26%) Blazor
Miscellaneous
1 713 (7.28%) AI Agents
2 710 (7.25%) Cloud Native
3 443 (4.52%) Onboarding
4 327 (3.34%) Distributed Systems
5 326 (3.33%) Product Ownership
6 228 (2.33%) Management Information System
7 202 (2.06%) Self-Motivation
8 199 (2.03%) Social Media
9 198 (2.02%) Blog
10 171 (1.75%) Algorithms
11 165 (1.69%) Enterprise Software
12 149 (1.52%) Low-Code
13 144 (1.47%) Robotics
14 138 (1.41%) Data Centre
15 125 (1.28%) Marketing Technology
16 123 (1.26%) Cyber Threat
17 101 (1.03%) Legacy Systems
18 98 (1.00%) Greenfield Project
19 93 (0.95%) IoT
20 89 (0.91%) Virtual Team
Operating Systems
1 244 (2.49%) Windows
2 242 (2.47%) Linux
3 71 (0.73%) Windows Server
4 53 (0.54%) Android
5 35 (0.36%) Apple iOS
6 25 (0.26%) VMS
7 23 (0.23%) Unix
8 22 (0.22%) Ubuntu
9 18 (0.18%) Mac OS
10 11 (0.11%) Debian
11 9 (0.092%) Embedded Linux
11 9 (0.092%) Red Hat Enterprise Linux
11 9 (0.092%) Windows 10
12 6 (0.061%) CentOS
13 5 (0.051%) Kali Linux
13 5 (0.051%) Solaris
13 5 (0.051%) Windows Server 2019
14 3 (0.031%) AIX
14 3 (0.031%) Robot Operating System
14 3 (0.031%) Rocky
Processes & Methodologies
1 2,038 (20.82%) Machine Learning
2 1,934 (19.75%) Analytics
3 1,613 (16.47%) Agile
4 1,506 (15.38%) Software Engineering
5 1,372 (14.01%) CI/CD
6 1,358 (13.87%) Continuous Improvement
7 1,352 (13.81%) Roadmaps
8 1,273 (13.00%) Problem-Solving
9 1,198 (12.24%) Decision-Making
10 1,193 (12.18%) Business Intelligence
11 1,090 (11.13%) LLM
12 1,045 (10.67%) Mentoring
13 1,012 (10.34%) Stakeholder Management
14 998 (10.19%) DevOps
15 872 (8.91%) Generative AI
16 819 (8.36%) Data Science
17 736 (7.52%) Full-Stack Development
18 697 (7.12%) Cybersecurity
19 627 (6.40%) Data Modelling
20 620 (6.33%) Stakeholder Engagement
Programming Languages
1 2,820 (28.80%) Python
2 1,779 (18.17%) SQL
3 564 (5.76%) JavaScript
4 556 (5.68%) C#
5 489 (4.99%) TypeScript
6 424 (4.33%) Java
7 209 (2.13%) C++
8 168 (1.72%) PowerShell
9 118 (1.21%) Bash
10 114 (1.16%) Go
11 72 (0.74%) Bicep
11 72 (0.74%) C
12 70 (0.71%) R
13 65 (0.66%) PHP
13 65 (0.66%) Scala
14 62 (0.63%) Rust
15 50 (0.51%) Ruby
16 45 (0.46%) Data Analysis Expressions
17 36 (0.37%) Kotlin
18 29 (0.30%) Kusto Query Language
Qualifications
1 1,084 (11.07%) Degree
2 900 (9.19%) Azure Certification
3 746 (7.62%) Security Cleared
4 428 (4.37%) SC Cleared
5 286 (2.92%) Computer Science Degree
6 230 (2.35%) Master's Degree
7 205 (2.09%) DV Cleared
8 163 (1.66%) AWS Certification
9 162 (1.65%) CISSP
10 124 (1.27%) PhD
11 118 (1.21%) CISM
12 117 (1.19%) ACCA
13 114 (1.16%) Microsoft Certification
14 99 (1.01%) CIMA
15 95 (0.97%) DBS Check
16 74 (0.76%) AWS Certified Solutions Architect
17 68 (0.69%) A+ Certification
18 66 (0.67%) Network+ Certification
19 58 (0.59%) BPSS Clearance
20 55 (0.56%) MBA
Quality Assurance & Compliance
1 558 (5.70%) Data Quality
2 342 (3.49%) Accessibility
3 324 (3.31%) QA
4 296 (3.02%) GDPR
5 187 (1.91%) ISO/IEC 27001
6 133 (1.36%) NIST
7 122 (1.25%) GRC
8 83 (0.85%) SLA
9 63 (0.64%) Cyber Essentials
10 61 (0.62%) WCAG
11 41 (0.42%) NCSC
12 40 (0.41%) PMO
13 33 (0.34%) Cyber Essentials PLUS
14 32 (0.33%) PCI DSS
15 30 (0.31%) IFRS
16 28 (0.29%) California Consumer Privacy Act
17 25 (0.26%) ISO/IEC 42001
18 24 (0.25%) Actionable Recommendations
19 23 (0.23%) EU AI Act
19 23 (0.23%) NIST 800
System Software
1 538 (5.49%) Docker
2 170 (1.74%) Active Directory
3 96 (0.98%) Virtual Machines
4 66 (0.67%) VMware Infrastructure
5 26 (0.27%) Hyper-V
6 25 (0.26%) Firmware
7 22 (0.22%) Virtual Desktop
8 20 (0.20%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.082%) Ceph
11 6 (0.061%) IAG
12 4 (0.041%) VMware ESXi
12 4 (0.041%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.020%) Lustre
14 2 (0.020%) ProxySG
15 1 (0.010%) Apache Flume
15 1 (0.010%) KVM
Systems Management
1 566 (5.78%) Kubernetes
2 152 (1.55%) Microsoft Intune
3 90 (0.92%) Ansible
4 88 (0.90%) Grafana
5 68 (0.69%) Prometheus
6 30 (0.31%) Puppet
7 24 (0.25%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
10 17 (0.17%) Kubeflow
11 15 (0.15%) Progress Chef
12 12 (0.12%) Istio
13 8 (0.082%) Nessus
13 8 (0.082%) Proxmox
14 7 (0.071%) Check_MK
14 7 (0.071%) Nagios
15 6 (0.061%) Hadoop YARN
15 6 (0.061%) SCCM
16 5 (0.051%) Nmap
16 5 (0.051%) Packer
Vendors
1 2,194 (22.41%) Microsoft
2 481 (4.91%) Google
3 454 (4.64%) Databricks
4 277 (2.83%) OpenAI
5 192 (1.96%) Salesforce
6 172 (1.76%) Adobe
7 137 (1.40%) SAP
8 126 (1.29%) Cisco
9 117 (1.19%) Oracle
10 112 (1.14%) YouTube
11 108 (1.10%) ServiceNow
12 96 (0.98%) Dell
13 93 (0.95%) Foundry
14 83 (0.85%) HubSpot
15 77 (0.79%) VMware
16 73 (0.75%) Apple
17 61 (0.62%) CyberArk
17 61 (0.62%) Facebook
18 56 (0.57%) Sage
19 48 (0.49%) Palo Alto