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

6 months to
20 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 45
Rank change year-on-year +2 +35 +45
Permanent jobs citing AI 10,019 5,505 3,487
As % of all permanent jobs in the UK 8.62% 11.17% 4.48%
As % of the Processes & Methodologies category 11.80% 12.59% 5.51%
Number of salaries quoted 5,675 1,596 1,590
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £49,938 £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 £111,250 £120,625 £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 84,898 43,727 63,303
As % of all permanent jobs advertised in the UK 73.06% 88.69% 81.28%
Number of salaries quoted 58,675 24,676 35,715
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 £96,313 £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 20 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 20 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 8,786 £75,000 +3.55% 18,547
UK excluding London -6 5,643 £65,000 +8.33% 7,067
London +9 3,691 £85,000 - 12,748
Work from Home -1 3,179 £70,150 +7.92% 7,034
North of England -1 1,672 £67,472 +12.45% 1,711
South East -5 1,274 £62,500 +19.05% 1,746
North West +16 957 £70,000 +12.00% 1,086
Midlands -10 845 £62,000 +3.33% 773
South West +2 654 £69,514 +15.86% 833
West Midlands -8 576 £62,500 +5.24% 501
East of England +22 515 £60,100 +1.43% 735
Yorkshire -9 453 £65,000 -13.33% 452
Scotland -6 304 £85,000 +25.93% 848
East Midlands -20 269 £52,500 -19.23% 272
North East -3 262 £65,500 +91.70% 179
Wales +5 247 £66,000 +20.00% 127
Northern Ireland +11 155 £74,830 -3.45% 341

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
1 287 (2.86%) SharePoint
2 132 (1.32%) Confluence
3 96 (0.96%) Apache Spark
4 91 (0.91%) CMS
5 82 (0.82%) Apache Airflow
6 81 (0.81%) Microsoft Exchange
7 75 (0.75%) Apache
8 39 (0.39%) WordPress
9 34 (0.34%) SAS
10 25 (0.25%) Palantir Foundry
11 14 (0.14%) Jupyter
12 13 (0.13%) IIS
13 12 (0.12%) Camunda
14 11 (0.11%) nginx
15 10 (0.100%) Adobe Experience Manager
15 10 (0.100%) 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
1 660 (6.59%) Microsoft Excel
2 129 (1.29%) Microsoft Office
3 99 (0.99%) Chatbot
4 77 (0.77%) Microsoft PowerPoint
5 35 (0.35%) MS Visio
6 28 (0.28%) Adobe Creative Suite
7 25 (0.25%) UserZoom
8 20 (0.20%) 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 (1.28%) 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 5 (0.050%) Dynamics AX
11 5 (0.050%) Oracle ERP
11 5 (0.050%) Oracle Procure-to-Pay
11 5 (0.050%) Sage 200
12 4 (0.040%) Oracle EBS
12 4 (0.040%) Primavera
Cloud Services
1 2,826 (28.21%) Azure
2 1,674 (16.71%) AWS
3 1,210 (12.08%) Power Platform
4 1,084 (10.82%) Azure AI
5 777 (7.76%) SaaS
6 701 (7.00%) GCP
7 543 (5.42%) Microsoft 365
8 488 (4.87%) GitHub
9 410 (4.09%) Microsoft Copilot
10 352 (3.51%) Azure DevOps
11 306 (3.05%) Serverless
12 304 (3.03%) Anthropic Claude
13 301 (3.00%) Snowflake
14 252 (2.52%) Power Automate
15 227 (2.27%) Entra ID
16 223 (2.23%) GitHub Copilot
17 165 (1.65%) PowerApps
18 156 (1.56%) Cloud Computing
19 155 (1.55%) Copilot Studio
20 146 (1.46%) Microsoft Purview
Communications & Networking
1 169 (1.69%) Broadband
2 134 (1.34%) Internet
3 111 (1.11%) Firewall
4 102 (1.02%) Network Security
5 92 (0.92%) VPN
6 80 (0.80%) DNS
7 38 (0.38%) TCP/IP
7 38 (0.38%) 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 22 (0.22%) 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 (9.13%) Power BI
2 535 (5.34%) Tableau
3 269 (2.68%) MongoDB
4 253 (2.53%) SQL Server
5 239 (2.39%) Data Warehouse
6 235 (2.35%) PostgreSQL
7 206 (2.06%) Metadata
8 204 (2.04%) Azure SQL Database
9 189 (1.89%) Data Lake
10 172 (1.72%) NoSQL
11 136 (1.36%) Big Data
12 129 (1.29%) Relational Database
13 98 (0.98%) MySQL
14 83 (0.83%) BigQuery
15 67 (0.67%) Redis
16 63 (0.63%) Semantic Layer
17 62 (0.62%) Delta Lake
17 62 (0.62%) DynamoDB
18 59 (0.59%) Amazon RDS
18 59 (0.59%) Star Schema
Development Applications
1 344 (3.43%) Git
2 213 (2.13%) JIRA
3 189 (1.89%) Claude Code
4 129 (1.29%) Jenkins
5 113 (1.13%) 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 3,057 (30.51%) Social Skills
2 2,330 (23.26%) Finance
3 1,151 (11.49%) Analytical Skills
4 923 (9.21%) Marketing
5 789 (7.88%) Inclusion and Diversity
6 590 (5.89%) Legal
7 580 (5.79%) Public Sector
8 522 (5.21%) Law
9 470 (4.69%) Banking
10 370 (3.69%) Retail
11 308 (3.07%) Influencing Skills
12 257 (2.57%) Organisational Skills
13 251 (2.51%) Manufacturing
14 211 (2.11%) Games
15 151 (1.51%) Financial Institution
16 142 (1.42%) Presentation Skills
17 130 (1.30%) Advertising
18 125 (1.25%) Telecoms
19 90 (0.90%) Legal Technology
20 88 (0.88%) Aerospace
Job Titles
1 1,865 (18.61%) Senior
2 1,086 (10.84%) Lead
3 1,034 (10.32%) Architect
4 964 (9.62%) Developer
5 840 (8.38%) Analyst
6 827 (8.25%) Artificial Intelligence Engineer
7 707 (7.06%) Software Engineer
8 471 (4.70%) Data Analyst
9 454 (4.53%) Junior
10 408 (4.07%) Data Engineer
11 406 (4.05%) Solutions Architect
12 398 (3.97%) Consultant
13 393 (3.92%) Junior Analyst
14 386 (3.85%) Junior Data Analyst
15 305 (3.04%) Senior Manager
16 259 (2.59%) Python Engineer
17 257 (2.57%) Data Scientist
18 233 (2.33%) Artificial Intelligence Architect
19 213 (2.13%) Senior Developer
20 207 (2.07%) Data Architect
Libraries, Frameworks & Software Standards
1 544 (5.43%) React
2 486 (4.85%) .NET
3 480 (4.79%) Terraform
4 324 (3.23%) REST
5 275 (2.74%) Node.js
6 252 (2.52%) LangChain
7 243 (2.43%) HTML
8 239 (2.39%) CSS
9 215 (2.15%) RESTful
10 199 (1.99%) ASP.NET
11 182 (1.82%) Kafka
12 179 (1.79%) ASP.NET Core
13 175 (1.75%) .NET Core
14 165 (1.65%) PyTorch
15 149 (1.49%) ML.NET
16 141 (1.41%) TensorFlow
17 140 (1.40%) Next.js
18 137 (1.37%) LangGraph
19 131 (1.31%) Spring
20 123 (1.23%) Blazor
Miscellaneous
1 754 (7.53%) AI Agents
2 723 (7.22%) Cloud Native
3 462 (4.61%) Onboarding
4 339 (3.38%) Distributed Systems
5 332 (3.31%) Product Ownership
6 245 (2.45%) Management Information System
7 213 (2.13%) Social Media
8 205 (2.05%) Self-Motivation
9 198 (1.98%) Blog
10 178 (1.78%) Algorithms
11 176 (1.76%) Enterprise Software
12 153 (1.53%) Low-Code
13 151 (1.51%) Robotics
14 139 (1.39%) Data Centre
15 133 (1.33%) Marketing Technology
16 126 (1.26%) Cyber Threat
17 103 (1.03%) Greenfield Project
18 102 (1.02%) Legacy Systems
19 98 (0.98%) IoT
20 94 (0.94%) Mobile App
Operating Systems
1 251 (2.51%) Windows
2 250 (2.50%) Linux
3 72 (0.72%) 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 2,064 (20.60%) Machine Learning
2 1,980 (19.76%) Analytics
3 1,621 (16.18%) Agile
4 1,558 (15.55%) Software Engineering
5 1,410 (14.07%) CI/CD
6 1,405 (14.02%) Continuous Improvement
7 1,377 (13.74%) Roadmaps
8 1,320 (13.17%) Problem-Solving
9 1,235 (12.33%) Decision-Making
10 1,158 (11.56%) Business Intelligence
11 1,130 (11.28%) LLM
12 1,085 (10.83%) Stakeholder Management
13 1,069 (10.67%) Mentoring
14 1,024 (10.22%) DevOps
15 911 (9.09%) Generative AI
16 826 (8.24%) Data Science
17 757 (7.56%) Full-Stack Development
18 716 (7.15%) Cybersecurity
19 644 (6.43%) Stakeholder Engagement
20 640 (6.39%) Data Modelling
Programming Languages
1 2,822 (28.17%) Python
2 1,744 (17.41%) SQL
3 589 (5.88%) C#
4 588 (5.87%) JavaScript
5 510 (5.09%) TypeScript
6 444 (4.43%) Java
7 211 (2.11%) C++
8 172 (1.72%) PowerShell
9 118 (1.18%) Bash
10 117 (1.17%) Go
11 76 (0.76%) R
12 73 (0.73%) C
13 71 (0.71%) PHP
14 70 (0.70%) Bicep
15 68 (0.68%) 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 1,096 (10.94%) Degree
2 851 (8.49%) Azure Certification
3 772 (7.71%) Security Cleared
4 448 (4.47%) SC Cleared
5 298 (2.97%) Computer Science Degree
6 227 (2.27%) Master's Degree
7 202 (2.02%) DV Cleared
8 172 (1.72%) AWS Certification
9 164 (1.64%) CISSP
10 129 (1.29%) ACCA
11 123 (1.23%) Microsoft Certification
11 123 (1.23%) PhD
12 119 (1.19%) CISM
13 112 (1.12%) CIMA
14 101 (1.01%) 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
1 589 (5.88%) Data Quality
2 349 (3.48%) Accessibility
3 339 (3.38%) QA
4 302 (3.01%) GDPR
5 191 (1.91%) ISO/IEC 27001
6 136 (1.36%) NIST
7 125 (1.25%) GRC
8 89 (0.89%) SLA
9 64 (0.64%) Cyber Essentials
10 63 (0.63%) 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%) IFRS
15 28 (0.28%) Actionable Recommendations
16 25 (0.25%) California Consumer Privacy Act
16 25 (0.25%) ISO/IEC 42001
17 23 (0.23%) EU AI Act
17 23 (0.23%) NIST 800
System Software
1 543 (5.42%) Docker
2 171 (1.71%) Active Directory
3 82 (0.82%) 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
1 578 (5.77%) Kubernetes
2 154 (1.54%) 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 2,187 (21.83%) Microsoft
2 510 (5.09%) Google
3 441 (4.40%) Databricks
4 282 (2.81%) OpenAI
5 208 (2.08%) Salesforce
6 179 (1.79%) Adobe
7 146 (1.46%) SAP
8 128 (1.28%) Oracle
9 127 (1.27%) Cisco
10 115 (1.15%) ServiceNow
11 112 (1.12%) YouTube
12 98 (0.98%) Foundry
13 87 (0.87%) HubSpot
14 85 (0.85%) Dell
15 77 (0.77%) VMware
16 76 (0.76%) Apple
17 63 (0.63%) Facebook
18 61 (0.61%) CyberArk
19 57 (0.57%) Sage
20 49 (0.49%) Palo Alto