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

6 months to
18 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 45
Rank change year-on-year +2 +35 +48
Permanent jobs citing AI 9,953 5,506 3,551
As % of all permanent jobs in the UK 8.64% 11.14% 4.54%
As % of the Processes & Methodologies category 11.82% 12.56% 5.59%
Number of salaries quoted 5,653 1,589 1,603
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 £112,500 £120,250 £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 84,196 43,853 63,499
As % of all permanent jobs advertised in the UK 73.06% 88.72% 81.26%
Number of salaries quoted 58,302 24,746 35,929
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,750 £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 £96,750 £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 18 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 18 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 8,729 £75,000 +7.14% 19,773
UK excluding London -6 5,610 £65,000 +8.33% 7,685
London +9 3,660 £85,000 - 13,362
Work from Home -1 3,176 £71,000 +9.23% 7,486
North of England -4 1,663 £67,347 +12.24% 1,842
South East -5 1,267 £62,500 +19.05% 1,966
North West +16 951 £70,000 +14.29% 1,159
Midlands -10 841 £62,000 +3.33% 841
South West +3 652 £69,973 +16.62% 849
West Midlands -8 573 £62,500 +5.24% 542
East of England +24 513 £60,100 +0.17% 813
Yorkshire -9 452 £65,000 -11.86% 500
Scotland -5 298 £85,000 +28.30% 923
East Midlands -21 268 £52,500 -19.23% 298
North East -3 260 £65,500 +91.70% 189
Wales +5 245 £66,000 +20.00% 140
Northern Ireland +14 154 £74,830 -11.96% 361

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
1 285 (2.86%) SharePoint
2 130 (1.31%) Confluence
3 94 (0.94%) Apache Spark
4 91 (0.91%) CMS
5 83 (0.83%) Apache Airflow
6 79 (0.79%) 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 (0.090%) Sitecore CMS
17 8 (0.080%) OpenStack
18 7 (0.070%) Oracle SOA Suite
19 6 (0.060%) Oracle Workflow
Applications
1 653 (6.56%) Microsoft Excel
2 125 (1.26%) Microsoft Office
3 98 (0.98%) Chatbot
4 71 (0.71%) Microsoft PowerPoint
5 33 (0.33%) 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 (0.080%) 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 (1.29%) 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 13 (0.13%) Shopify
7 12 (0.12%) Payment Gateway
8 10 (0.10%) Distributed Ledger
8 10 (0.10%) 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 5 (0.050%) Oracle ERP
11 5 (0.050%) Oracle Procure-to-Pay
11 5 (0.050%) Sage 200
12 4 (0.040%) Dynamics AX
12 4 (0.040%) Oracle EBS
12 4 (0.040%) Primavera
Cloud Services
1 2,830 (28.43%) Azure
2 1,668 (16.76%) AWS
3 1,201 (12.07%) Power Platform
4 1,096 (11.01%) Azure AI
5 775 (7.79%) SaaS
6 696 (6.99%) GCP
7 535 (5.38%) Microsoft 365
8 484 (4.86%) GitHub
9 402 (4.04%) Microsoft Copilot
10 350 (3.52%) Azure DevOps
11 312 (3.13%) Snowflake
12 306 (3.07%) Serverless
13 305 (3.06%) Anthropic Claude
14 248 (2.49%) Power Automate
15 227 (2.28%) Entra ID
16 224 (2.25%) GitHub Copilot
17 163 (1.64%) PowerApps
18 154 (1.55%) Cloud Computing
19 151 (1.52%) Copilot Studio
20 143 (1.44%) Microsoft Purview
Communications & Networking
1 170 (1.71%) Broadband
2 131 (1.32%) Internet
3 109 (1.10%) Firewall
4 102 (1.02%) Network Security
5 92 (0.92%) VPN
6 80 (0.80%) 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
13 23 (0.23%) Wireless
14 21 (0.21%) LAN
15 20 (0.20%) MQTT
15 20 (0.20%) OSPF
16 19 (0.19%) SMS
16 19 (0.19%) VoIP
17 14 (0.14%) CTI
Database & Business Intelligence
1 908 (9.12%) Power BI
2 533 (5.36%) Tableau
3 270 (2.71%) MongoDB
4 266 (2.67%) SQL Server
5 240 (2.41%) Data Warehouse
6 231 (2.32%) PostgreSQL
7 204 (2.05%) Azure SQL Database
7 204 (2.05%) Metadata
8 188 (1.89%) Data Lake
9 171 (1.72%) NoSQL
10 133 (1.34%) Big Data
11 128 (1.29%) Relational Database
12 97 (0.97%) MySQL
13 83 (0.83%) BigQuery
14 66 (0.66%) Redis
15 63 (0.63%) Semantic Layer
16 62 (0.62%) DynamoDB
17 61 (0.61%) Delta Lake
18 59 (0.59%) Amazon RDS
18 59 (0.59%) Star Schema
Development Applications
1 341 (3.43%) Git
2 209 (2.10%) JIRA
3 191 (1.92%) Claude Code
4 128 (1.29%) Jenkins
5 111 (1.12%) GitLab
6 54 (0.54%) 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 3,030 (30.44%) Social Skills
2 2,330 (23.41%) Finance
3 1,140 (11.45%) Analytical Skills
4 910 (9.14%) Marketing
5 792 (7.96%) Inclusion and Diversity
6 590 (5.93%) Legal
7 580 (5.83%) Public Sector
8 524 (5.26%) Law
9 462 (4.64%) Banking
10 371 (3.73%) Retail
11 310 (3.11%) Influencing Skills
12 255 (2.56%) Organisational Skills
13 249 (2.50%) Manufacturing
14 210 (2.11%) Games
15 151 (1.52%) Financial Institution
16 143 (1.44%) Presentation Skills
17 128 (1.29%) Advertising
18 124 (1.25%) Telecoms
19 92 (0.92%) Legal Technology
20 89 (0.89%) Aerospace
Job Titles
1 1,845 (18.54%) Senior
2 1,073 (10.78%) Lead
3 1,030 (10.35%) Architect
4 954 (9.59%) Developer
5 837 (8.41%) Analyst
6 820 (8.24%) Artificial Intelligence Engineer
7 699 (7.02%) Software Engineer
8 469 (4.71%) Data Analyst
9 454 (4.56%) Junior
10 406 (4.08%) Data Engineer
11 405 (4.07%) Solutions Architect
12 393 (3.95%) Consultant
12 393 (3.95%) Junior Analyst
13 386 (3.88%) Junior Data Analyst
14 298 (2.99%) Senior Manager
15 255 (2.56%) Data Scientist
16 253 (2.54%) Python Engineer
17 228 (2.29%) Artificial Intelligence Architect
18 211 (2.12%) Senior Developer
19 210 (2.11%) Data Architect
Libraries, Frameworks & Software Standards
1 541 (5.44%) React
2 484 (4.86%) Terraform
3 481 (4.83%) .NET
4 321 (3.23%) REST
5 273 (2.74%) Node.js
6 251 (2.52%) LangChain
7 243 (2.44%) HTML
8 239 (2.40%) CSS
9 214 (2.15%) RESTful
10 199 (2.00%) ASP.NET
11 182 (1.83%) Kafka
12 179 (1.80%) ASP.NET Core
13 175 (1.76%) .NET Core
14 165 (1.66%) PyTorch
15 149 (1.50%) ML.NET
16 141 (1.42%) TensorFlow
17 140 (1.41%) Next.js
18 133 (1.34%) LangGraph
19 131 (1.32%) Spring
20 123 (1.24%) Blazor
Miscellaneous
1 745 (7.49%) AI Agents
2 720 (7.23%) Cloud Native
3 458 (4.60%) Onboarding
4 338 (3.40%) Distributed Systems
5 333 (3.35%) Product Ownership
6 244 (2.45%) Management Information System
7 212 (2.13%) Social Media
8 203 (2.04%) Self-Motivation
9 199 (2.00%) Blog
10 177 (1.78%) Algorithms
11 174 (1.75%) Enterprise Software
12 152 (1.53%) Low-Code
13 147 (1.48%) Robotics
14 137 (1.38%) Data Centre
15 131 (1.32%) Marketing Technology
16 124 (1.25%) Cyber Threat
17 103 (1.03%) Greenfield Project
18 102 (1.02%) Legacy Systems
19 97 (0.97%) IoT
20 92 (0.92%) Mobile App
Operating Systems
1 251 (2.52%) Linux
1 251 (2.52%) Windows
2 72 (0.72%) Windows Server
3 54 (0.54%) Android
4 36 (0.36%) Apple iOS
5 25 (0.25%) VMS
6 24 (0.24%) Unix
7 22 (0.22%) Ubuntu
8 20 (0.20%) Mac OS
9 11 (0.11%) Debian
10 10 (0.10%) Embedded Linux
11 9 (0.090%) Red Hat Enterprise Linux
11 9 (0.090%) Windows 10
12 6 (0.060%) CentOS
13 5 (0.050%) Kali Linux
13 5 (0.050%) Solaris
13 5 (0.050%) Windows Server 2019
14 3 (0.030%) AIX
14 3 (0.030%) Robot Operating System
14 3 (0.030%) Rocky
Processes & Methodologies
1 2,059 (20.69%) Machine Learning
2 1,970 (19.79%) Analytics
3 1,641 (16.49%) Agile
4 1,546 (15.53%) Software Engineering
5 1,410 (14.17%) CI/CD
6 1,399 (14.06%) Continuous Improvement
7 1,384 (13.91%) Roadmaps
8 1,309 (13.15%) Problem-Solving
9 1,231 (12.37%) Decision-Making
10 1,151 (11.56%) Business Intelligence
11 1,120 (11.25%) LLM
12 1,073 (10.78%) Stakeholder Management
13 1,069 (10.74%) Mentoring
14 1,023 (10.28%) DevOps
15 901 (9.05%) Generative AI
16 819 (8.23%) Data Science
17 754 (7.58%) Full-Stack Development
18 709 (7.12%) Cybersecurity
19 639 (6.42%) Data Modelling
20 638 (6.41%) Stakeholder Engagement
Programming Languages
1 2,805 (28.18%) Python
2 1,748 (17.56%) SQL
3 584 (5.87%) C#
4 583 (5.86%) JavaScript
5 504 (5.06%) TypeScript
6 442 (4.44%) Java
7 211 (2.12%) C++
8 172 (1.73%) PowerShell
9 120 (1.21%) Bash
10 117 (1.18%) Go
11 77 (0.77%) C
12 71 (0.71%) Bicep
13 70 (0.70%) PHP
13 70 (0.70%) R
14 68 (0.68%) Scala
15 64 (0.64%) Rust
16 50 (0.50%) Ruby
17 45 (0.45%) Data Analysis Expressions
18 37 (0.37%) Kotlin
19 29 (0.29%) Kusto Query Language
Qualifications
1 1,087 (10.92%) Degree
2 850 (8.54%) Azure Certification
3 769 (7.73%) Security Cleared
4 447 (4.49%) SC Cleared
5 295 (2.96%) Computer Science Degree
6 227 (2.28%) Master's Degree
7 206 (2.07%) DV Cleared
8 172 (1.73%) AWS Certification
9 163 (1.64%) CISSP
10 126 (1.27%) ACCA
11 124 (1.25%) PhD
12 118 (1.19%) CISM
12 118 (1.19%) Microsoft Certification
13 109 (1.10%) CIMA
14 100 (1.00%) DBS Check
15 76 (0.76%) AWS Certified Solutions Architect
16 67 (0.67%) A+ Certification
17 66 (0.66%) Network+ Certification
18 60 (0.60%) BPSS Clearance
19 57 (0.57%) MBA
Quality Assurance & Compliance
1 584 (5.87%) Data Quality
2 348 (3.50%) Accessibility
3 338 (3.40%) QA
4 300 (3.01%) GDPR
5 191 (1.92%) ISO/IEC 27001
6 135 (1.36%) NIST
7 124 (1.25%) GRC
8 87 (0.87%) SLA
9 63 (0.63%) Cyber Essentials
9 63 (0.63%) WCAG
10 42 (0.42%) NCSC
10 42 (0.42%) PMO
11 33 (0.33%) Cyber Essentials PLUS
11 33 (0.33%) PCI DSS
12 29 (0.29%) IFRS
13 25 (0.25%) Actionable Recommendations
13 25 (0.25%) California Consumer Privacy Act
13 25 (0.25%) ISO/IEC 42001
14 23 (0.23%) NIST 800
15 22 (0.22%) EU AI Act
System Software
1 544 (5.47%) Docker
2 171 (1.72%) Active Directory
3 97 (0.97%) 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 (0.080%) 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
1 580 (5.83%) Kubernetes
2 153 (1.54%) Microsoft Intune
3 90 (0.90%) Ansible
4 89 (0.89%) Grafana
5 68 (0.68%) Prometheus
6 31 (0.31%) Puppet
7 24 (0.24%) 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%) Hadoop YARN
15 6 (0.060%) SCCM
16 5 (0.050%) Control-M
16 5 (0.050%) Nmap
Vendors
1 2,192 (22.02%) Microsoft
2 506 (5.08%) Google
3 454 (4.56%) Databricks
4 283 (2.84%) OpenAI
5 206 (2.07%) Salesforce
6 177 (1.78%) Adobe
7 146 (1.47%) SAP
8 128 (1.29%) Oracle
9 126 (1.27%) Cisco
10 114 (1.15%) ServiceNow
11 112 (1.13%) YouTube
12 96 (0.96%) Foundry
13 85 (0.85%) Dell
13 85 (0.85%) 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