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

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 42
Rank change year-on-year +2 +32 +51
Permanent jobs citing AI 9,772 5,365 3,731
As % of all permanent jobs in the UK 8.62% 10.81% 4.75%
As % of the Processes & Methodologies category 11.82% 12.20% 5.87%
Number of salaries quoted 5,526 1,567 1,621
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £48,750 £55,000
Median annual salary (50th Percentile) £74,915 £70,000 £75,000
Median % change year-on-year +7.02% -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 £59,250 £65,000
% change year-on-year +9.70% -8.85% -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 82,683 43,966 63,604
As % of all permanent jobs advertised in the UK 72.91% 88.62% 80.92%
Number of salaries quoted 57,515 24,838 36,851
10th Percentile £31,250 £28,500 £31,875
25th Percentile £41,500 £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 £96,375 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -3.37%

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 12 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 12 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 8,561 £75,000 +7.14% 12,395
UK excluding London -5 5,541 £65,000 +9.70% 4,769
London +10 3,564 £85,000 - 8,792
Work from Home -1 3,130 £70,150 +12.24% 9,280
North of England +1 1,643 £67,500 +15.38% 1,028
South East -5 1,232 £62,500 +19.05% 1,289
North West +17 920 £70,000 +16.67% 618
Midlands -10 832 £60,000 - 509
South West +5 637 £69,973 +21.69% 610
West Midlands -7 564 £62,500 +4.82% 304
East of England +31 521 £60,100 +2.74% 472
Yorkshire -9 462 £66,250 -5.36% 311
Scotland -1 300 £85,000 +30.77% 609
East Midlands -20 268 £52,500 -16.00% 203
North East -1 261 £65,000 +90.24% 106
Wales +7 244 £66,000 +20.00% 89
Northern Ireland +15 155 £74,830 -11.96% 206

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
1 275 (2.81%) SharePoint
2 121 (1.24%) Confluence
3 99 (1.01%) Apache Spark
4 95 (0.97%) Apache Airflow
5 84 (0.86%) CMS
6 76 (0.78%) Microsoft Exchange
7 73 (0.75%) Apache
8 37 (0.38%) WordPress
9 33 (0.34%) SAS
10 26 (0.27%) 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 (0.072%) Oracle SOA Suite
17 5 (0.051%) Apache Pig
Applications
1 696 (7.12%) Microsoft Excel
2 116 (1.19%) Microsoft Office
3 98 (1.00%) Chatbot
4 68 (0.70%) Microsoft PowerPoint
5 32 (0.33%) UserZoom
6 27 (0.28%) Adobe Creative Suite
7 26 (0.27%) MS Visio
8 19 (0.19%) Spreadsheet
9 18 (0.18%) Adobe Illustrator
10 17 (0.17%) Adobe After Effects
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 (0.061%) Adobe XD
15 6 (0.061%) Trello
16 5 (0.051%) Moqups
16 5 (0.051%) Sketch
Business Applications
1 118 (1.21%) 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 (0.072%) Salesforce CRM
10 5 (0.051%) Oracle ERP
10 5 (0.051%) Sage 200
11 4 (0.041%) Eloqua
11 4 (0.041%) Oracle EBS
11 4 (0.041%) Primavera
12 3 (0.031%) Dynamics AX
Cloud Services
1 2,829 (28.95%) Azure
2 1,645 (16.83%) AWS
3 1,222 (12.51%) Power Platform
4 1,147 (11.74%) Azure AI
5 757 (7.75%) SaaS
6 679 (6.95%) GCP
7 512 (5.24%) Microsoft 365
8 463 (4.74%) GitHub
9 378 (3.87%) Microsoft Copilot
10 336 (3.44%) Azure DevOps
11 307 (3.14%) Snowflake
12 296 (3.03%) Serverless
13 294 (3.01%) Anthropic Claude
14 228 (2.33%) Power Automate
15 225 (2.30%) Entra ID
16 214 (2.19%) GitHub Copilot
17 158 (1.62%) Cloud Computing
18 154 (1.58%) PowerApps
19 145 (1.48%) Azure Synapse Analytics
20 136 (1.39%) Copilot Studio
Communications & Networking
1 206 (2.11%) Broadband
2 122 (1.25%) Internet
3 107 (1.09%) Firewall
4 102 (1.04%) Network Security
5 88 (0.90%) 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%) 5G
10 29 (0.30%) BGP
11 28 (0.29%) VLAN
12 22 (0.23%) Wireless
13 21 (0.21%) HTTP
14 20 (0.20%) 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%) Wi-Fi
Database & Business Intelligence
1 944 (9.66%) Power BI
2 594 (6.08%) Tableau
3 274 (2.80%) MongoDB
4 254 (2.60%) Data Warehouse
5 247 (2.53%) SQL Server
6 229 (2.34%) PostgreSQL
7 204 (2.09%) Azure SQL Database
8 199 (2.04%) Data Lake
9 191 (1.95%) Metadata
10 170 (1.74%) NoSQL
11 130 (1.33%) Big Data
12 123 (1.26%) Relational Database
13 97 (0.99%) MySQL
14 85 (0.87%) BigQuery
15 63 (0.64%) Redis
16 62 (0.63%) DynamoDB
17 60 (0.61%) Delta Lake
17 60 (0.61%) Semantic Layer
18 58 (0.59%) Elasticsearch
18 58 (0.59%) Star Schema
Development Applications
1 333 (3.41%) Git
2 195 (2.00%) JIRA
3 175 (1.79%) Claude Code
4 127 (1.30%) Jenkins
5 105 (1.07%) GitLab
6 58 (0.59%) 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
17 10 (0.10%) Storybook
General
1 3,000 (30.70%) Social Skills
2 2,241 (22.93%) Finance
3 1,117 (11.43%) Analytical Skills
4 861 (8.81%) Marketing
5 774 (7.92%) Inclusion and Diversity
6 573 (5.86%) Legal
7 556 (5.69%) Public Sector
8 513 (5.25%) Law
9 438 (4.48%) Banking
10 344 (3.52%) Retail
11 289 (2.96%) Influencing Skills
12 251 (2.57%) Organisational Skills
13 232 (2.37%) Manufacturing
14 227 (2.32%) Games
15 142 (1.45%) Financial Institution
16 141 (1.44%) Presentation Skills
17 118 (1.21%) Advertising
17 118 (1.21%) Telecoms
18 86 (0.88%) Legal Technology
19 83 (0.85%) Aerospace
Job Titles
1 1,778 (18.19%) Senior
2 1,067 (10.92%) Lead
3 1,014 (10.38%) Architect
4 931 (9.53%) Developer
5 872 (8.92%) Analyst
6 798 (8.17%) Artificial Intelligence Engineer
7 674 (6.90%) Software Engineer
8 518 (5.30%) Data Analyst
9 507 (5.19%) Junior
10 448 (4.58%) Junior Analyst
11 441 (4.51%) Junior Data Analyst
12 408 (4.18%) Solutions Architect
13 401 (4.10%) Data Engineer
14 381 (3.90%) Consultant
15 282 (2.89%) Senior Manager
16 254 (2.60%) Data Scientist
17 252 (2.58%) Python Engineer
18 226 (2.31%) Artificial Intelligence Architect
19 208 (2.13%) Data Architect
20 205 (2.10%) .NET Developer
Libraries, Frameworks & Software Standards
1 526 (5.38%) React
2 462 (4.73%) Terraform
3 459 (4.70%) .NET
4 303 (3.10%) REST
5 268 (2.74%) Node.js
6 252 (2.58%) LangChain
7 236 (2.42%) CSS
8 235 (2.40%) HTML
9 209 (2.14%) RESTful
10 201 (2.06%) ASP.NET
11 188 (1.92%) Kafka
12 181 (1.85%) ASP.NET Core
13 176 (1.80%) .NET Core
14 174 (1.78%) PyTorch
15 150 (1.53%) ML.NET
16 145 (1.48%) TensorFlow
17 136 (1.39%) Next.js
18 133 (1.36%) LangGraph
19 124 (1.27%) Spring
20 123 (1.26%) Blazor
Miscellaneous
1 710 (7.27%) Cloud Native
2 707 (7.23%) AI Agents
3 444 (4.54%) Onboarding
4 327 (3.35%) Distributed Systems
5 325 (3.33%) Product Ownership
6 223 (2.28%) Management Information System
7 213 (2.18%) Social Media
8 202 (2.07%) Self-Motivation
9 197 (2.02%) Blog
10 174 (1.78%) Algorithms
11 163 (1.67%) Enterprise Software
12 145 (1.48%) Low-Code
12 145 (1.48%) Robotics
13 135 (1.38%) Data Centre
14 124 (1.27%) Marketing Technology
15 120 (1.23%) Cyber Threat
16 102 (1.04%) Legacy Systems
17 96 (0.98%) Greenfield Project
18 92 (0.94%) IoT
18 92 (0.94%) Virtual Team
Operating Systems
1 246 (2.52%) Windows
2 241 (2.47%) Linux
3 72 (0.74%) Windows Server
4 53 (0.54%) Android
5 36 (0.37%) Apple iOS
6 25 (0.26%) VMS
7 22 (0.23%) Unix
8 21 (0.21%) Ubuntu
9 18 (0.18%) Mac OS
10 10 (0.10%) Debian
11 9 (0.092%) Embedded Linux
12 8 (0.082%) Red Hat Enterprise Linux
12 8 (0.082%) Windows 10
13 5 (0.051%) CentOS
13 5 (0.051%) Kali Linux
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 (0.020%) Rocky
Processes & Methodologies
1 2,062 (21.10%) Machine Learning
2 1,946 (19.91%) Analytics
3 1,620 (16.58%) Agile
4 1,507 (15.42%) Software Engineering
5 1,372 (14.04%) CI/CD
6 1,368 (14.00%) Roadmaps
7 1,343 (13.74%) Continuous Improvement
8 1,276 (13.06%) Problem-Solving
9 1,197 (12.25%) Decision-Making
10 1,187 (12.15%) Business Intelligence
11 1,104 (11.30%) LLM
12 1,045 (10.69%) Mentoring
13 999 (10.22%) Stakeholder Management
14 988 (10.11%) DevOps
15 885 (9.06%) Generative AI
16 824 (8.43%) Data Science
17 741 (7.58%) Full-Stack Development
18 692 (7.08%) Cybersecurity
19 626 (6.41%) Data Modelling
20 620 (6.34%) Data Engineering
Programming Languages
1 2,835 (29.01%) Python
2 1,775 (18.16%) SQL
3 564 (5.77%) JavaScript
4 555 (5.68%) C#
5 488 (4.99%) TypeScript
6 434 (4.44%) Java
7 206 (2.11%) C++
8 165 (1.69%) PowerShell
9 117 (1.20%) Go
10 112 (1.15%) Bash
11 73 (0.75%) Bicep
12 72 (0.74%) C
13 71 (0.73%) R
14 66 (0.68%) Scala
15 65 (0.67%) PHP
16 60 (0.61%) Rust
17 49 (0.50%) Ruby
18 44 (0.45%) Data Analysis Expressions
19 36 (0.37%) Kotlin
20 29 (0.30%) Kusto Query Language
Qualifications
1 1,076 (11.01%) Degree
2 899 (9.20%) Azure Certification
3 733 (7.50%) Security Cleared
4 418 (4.28%) SC Cleared
5 285 (2.92%) Computer Science Degree
6 226 (2.31%) Master's Degree
7 203 (2.08%) DV Cleared
8 163 (1.67%) AWS Certification
9 159 (1.63%) CISSP
10 125 (1.28%) PhD
11 116 (1.19%) ACCA
11 116 (1.19%) CISM
12 108 (1.11%) Microsoft Certification
13 98 (1.00%) CIMA
14 90 (0.92%) DBS Check
15 74 (0.76%) AWS Certified Solutions Architect
16 67 (0.69%) A+ Certification
17 65 (0.67%) Network+ Certification
18 58 (0.59%) BPSS Clearance
19 52 (0.53%) MBA
Quality Assurance & Compliance
1 559 (5.72%) Data Quality
2 355 (3.63%) Accessibility
3 326 (3.34%) QA
4 298 (3.05%) GDPR
5 185 (1.89%) ISO/IEC 27001
6 130 (1.33%) NIST
7 125 (1.28%) GRC
8 82 (0.84%) SLA
9 68 (0.70%) WCAG
10 62 (0.63%) Cyber Essentials
11 40 (0.41%) NCSC
11 40 (0.41%) PMO
12 33 (0.34%) Cyber Essentials PLUS
13 31 (0.32%) California Consumer Privacy Act
13 31 (0.32%) PCI DSS
14 30 (0.31%) IFRS
15 25 (0.26%) EU AI Act
15 25 (0.26%) ISO/IEC 42001
16 23 (0.24%) Actionable Recommendations
17 21 (0.21%) NIST 800
System Software
1 536 (5.49%) Docker
2 171 (1.75%) Active Directory
3 100 (1.02%) Virtual Machines
4 65 (0.67%) VMware Infrastructure
5 26 (0.27%) Hyper-V
6 25 (0.26%) Firmware
7 22 (0.23%) 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
1 562 (5.75%) Kubernetes
2 153 (1.57%) Microsoft Intune
3 86 (0.88%) Grafana
4 83 (0.85%) Ansible
5 66 (0.68%) Prometheus
6 29 (0.30%) Puppet
7 23 (0.24%) Argo
7 23 (0.24%) Single Sign-On
8 18 (0.18%) Kubeflow
8 18 (0.18%) Podman
9 14 (0.14%) Progress Chef
10 12 (0.12%) Istio
11 8 (0.082%) Nessus
12 7 (0.072%) Check_MK
12 7 (0.072%) Nagios
12 7 (0.072%) Proxmox
13 6 (0.061%) Hadoop YARN
13 6 (0.061%) SCCM
14 5 (0.051%) Microsoft Clustering
14 5 (0.051%) Packer
Vendors
1 2,180 (22.31%) Microsoft
2 486 (4.97%) Google
3 460 (4.71%) Databricks
4 277 (2.83%) OpenAI
5 190 (1.94%) Salesforce
6 186 (1.90%) Adobe
7 134 (1.37%) SAP
8 124 (1.27%) Cisco
9 113 (1.16%) Oracle
10 105 (1.07%) ServiceNow
11 102 (1.04%) YouTube
12 95 (0.97%) Foundry
13 94 (0.96%) Dell
14 83 (0.85%) HubSpot
15 75 (0.77%) VMware
16 73 (0.75%) Apple
17 61 (0.62%) CyberArk
17 61 (0.62%) Facebook
18 56 (0.57%) Sage
19 47 (0.48%) Palo Alto