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

6 months to
8 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 40
Rank change year-on-year +2 +30 +53
Permanent jobs citing AI 9,619 5,313 3,711
As % of all permanent jobs in the UK 8.61% 10.80% 4.75%
As % of the Processes & Methodologies category 11.79% 12.21% 5.91%
Number of salaries quoted 5,452 1,544 1,633
10th Percentile £41,250 £30,750 £41,250
25th Percentile £52,500 £46,250 £55,000
Median annual salary (50th Percentile) £73,000 £70,000 £75,000
Median % change year-on-year +4.29% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £120,000 £115,000
UK excluding London median annual salary £65,000 £57,500 £65,000
% change year-on-year +13.04% -11.54% -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 81,553 43,498 62,779
As % of all permanent jobs advertised in the UK 72.98% 88.46% 80.40%
Number of salaries quoted 56,728 24,515 37,208
10th Percentile £31,250 £28,500 £31,750
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 £76,056
90th Percentile £100,000 £96,750 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,200
% change year-on-year +15.79% -9.00% -4.22%

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 8 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 8 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 8,462 £72,821 +4.03% 15,528
UK excluding London -5 5,503 £65,000 +13.04% 6,083
London +10 3,480 £85,000 - 11,113
Work from Home -1 3,048 £70,000 +16.67% 11,296
North of England +1 1,640 £66,000 +14.78% 1,395
South East -8 1,209 £62,500 +21.95% 1,382
North West +18 908 £70,000 +16.67% 901
Midlands -10 842 £60,000 - 612
South West +7 629 £69,056 +22.77% 848
West Midlands -6 566 £62,000 +3.33% 369
East of England +29 530 £60,000 +6.67% 636
Yorkshire -9 471 £65,000 +13.04% 388
Scotland -5 289 £77,513 +19.25% 833
East Midlands -18 276 £52,500 -19.23% 242
North East -1 261 £65,000 +90.24% 115
Wales +9 232 £66,000 +20.00% 95
Northern Ireland +10 156 £74,830 -14.48% 328

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
1 268 (2.79%) SharePoint
2 119 (1.24%) Confluence
3 96 (1.00%) Apache Airflow
4 95 (0.99%) Apache Spark
5 86 (0.89%) CMS
6 75 (0.78%) Microsoft Exchange
7 73 (0.76%) Apache
8 38 (0.40%) WordPress
9 31 (0.32%) SAS
10 30 (0.31%) Palantir Foundry
11 17 (0.18%) Jupyter
12 13 (0.14%) IIS
13 12 (0.12%) Camunda
14 10 (0.10%) nginx
15 9 (0.094%) Sitecore CMS
16 8 (0.083%) Adobe Experience Manager
16 8 (0.083%) Headless CMS
16 8 (0.083%) OpenStack
17 7 (0.073%) Oracle SOA Suite
18 5 (0.052%) Apache Pig
Applications
1 725 (7.54%) Microsoft Excel
2 106 (1.10%) Chatbot
3 103 (1.07%) Microsoft Office
4 63 (0.65%) Microsoft PowerPoint
5 33 (0.34%) UserZoom
6 26 (0.27%) MS Visio
7 24 (0.25%) Adobe Creative Suite
8 19 (0.20%) Spreadsheet
9 18 (0.19%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
10 16 (0.17%) Photoshop
11 14 (0.15%) InDesign
12 12 (0.12%) Microsoft Project
13 10 (0.10%) Simulink
14 8 (0.083%) LaTeX
14 8 (0.083%) SPSS
15 6 (0.062%) Adobe XD
15 6 (0.062%) Trello
16 5 (0.052%) Camtasia
16 5 (0.052%) Sketch
Business Applications
1 112 (1.16%) Dynamics CRM
2 54 (0.56%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.12%) Payment Gateway
7 11 (0.11%) Shopify
8 10 (0.10%) Elite 3E
9 8 (0.083%) Carpe Diem
9 8 (0.083%) Dynamics NAV
9 8 (0.083%) Sage 50
9 8 (0.083%) SAP MDG
10 7 (0.073%) Distributed Ledger
11 6 (0.062%) Salesforce CRM
12 5 (0.052%) Oracle ERP
12 5 (0.052%) Sage 200
13 4 (0.042%) Primavera
14 3 (0.031%) Dynamics AX
14 3 (0.031%) Oracle EBS
14 3 (0.031%) Q-Pulse
Cloud Services
1 2,858 (29.71%) Azure
2 1,620 (16.84%) AWS
3 1,257 (13.07%) Power Platform
4 1,206 (12.54%) Azure AI
5 730 (7.59%) SaaS
6 663 (6.89%) GCP
7 493 (5.13%) Microsoft 365
8 459 (4.77%) GitHub
9 366 (3.80%) Microsoft Copilot
10 335 (3.48%) Azure DevOps
11 302 (3.14%) Snowflake
12 287 (2.98%) Serverless
13 286 (2.97%) Anthropic Claude
14 222 (2.31%) Entra ID
14 222 (2.31%) Power Automate
15 217 (2.26%) GitHub Copilot
16 161 (1.67%) Cloud Computing
17 149 (1.55%) PowerApps
18 148 (1.54%) Azure Synapse Analytics
19 135 (1.40%) Microsoft Purview
Communications & Networking
1 228 (2.37%) Broadband
2 118 (1.23%) Internet
3 105 (1.09%) Firewall
4 98 (1.02%) Network Security
5 86 (0.89%) VPN
6 78 (0.81%) DNS
7 35 (0.36%) TCP/IP
7 35 (0.36%) WAN
8 29 (0.30%) BGP
8 29 (0.30%) DHCP
9 28 (0.29%) VLAN
10 21 (0.22%) HTTP
10 21 (0.22%) Wireless
11 20 (0.21%) OSPF
12 19 (0.20%) LAN
12 19 (0.20%) MQTT
13 18 (0.19%) VoIP
14 16 (0.17%) SMS
15 14 (0.15%) CTI
15 14 (0.15%) Wi-Fi
Database & Business Intelligence
1 979 (10.18%) Power BI
2 646 (6.72%) Tableau
3 278 (2.89%) MongoDB
4 253 (2.63%) Data Warehouse
5 239 (2.48%) SQL Server
6 226 (2.35%) PostgreSQL
7 208 (2.16%) Azure SQL Database
8 200 (2.08%) Data Lake
9 187 (1.94%) Metadata
10 166 (1.73%) NoSQL
11 126 (1.31%) Big Data
12 118 (1.23%) Relational Database
13 96 (1.00%) MySQL
14 84 (0.87%) BigQuery
15 61 (0.63%) DynamoDB
15 61 (0.63%) Redis
16 60 (0.62%) Semantic Layer
17 59 (0.61%) Delta Lake
18 58 (0.60%) Star Schema
19 57 (0.59%) Elasticsearch
Development Applications
1 324 (3.37%) Git
2 184 (1.91%) JIRA
3 169 (1.76%) Claude Code
4 128 (1.33%) Jenkins
5 105 (1.09%) GitLab
6 57 (0.59%) MLflow
7 41 (0.43%) Selenium
8 36 (0.37%) JUnit
9 35 (0.36%) Maven
10 32 (0.33%) Postman
11 30 (0.31%) Cypress.io
12 27 (0.28%) Snyk
13 19 (0.20%) Visual Studio Code
14 17 (0.18%) Cucumber
14 17 (0.18%) Mockito
15 14 (0.15%) Gatling
15 14 (0.15%) Spock
15 14 (0.15%) Vite
16 13 (0.14%) JMeter
17 10 (0.10%) REST Assured
General
1 2,983 (31.01%) Social Skills
2 2,131 (22.15%) Finance
3 1,058 (11.00%) Analytical Skills
4 806 (8.38%) Marketing
5 750 (7.80%) Inclusion and Diversity
6 566 (5.88%) Legal
7 537 (5.58%) Public Sector
8 505 (5.25%) Law
9 416 (4.32%) Banking
10 331 (3.44%) Retail
11 274 (2.85%) Influencing Skills
12 246 (2.56%) Games
13 236 (2.45%) Organisational Skills
14 221 (2.30%) Manufacturing
15 139 (1.45%) Presentation Skills
16 138 (1.43%) Financial Institution
17 113 (1.17%) Advertising
18 102 (1.06%) Telecoms
19 84 (0.87%) Legal Technology
20 70 (0.73%) Aerospace
Job Titles
1 1,722 (17.90%) Senior
2 1,049 (10.91%) Lead
3 998 (10.38%) Architect
4 926 (9.63%) Developer
5 917 (9.53%) Analyst
6 783 (8.14%) Artificial Intelligence Engineer
7 654 (6.80%) Software Engineer
8 573 (5.96%) Data Analyst
9 564 (5.86%) Junior
10 502 (5.22%) Junior Analyst
11 496 (5.16%) Junior Data Analyst
12 402 (4.18%) Solutions Architect
13 395 (4.11%) Data Engineer
14 381 (3.96%) Consultant
15 263 (2.73%) Senior Manager
16 250 (2.60%) Data Scientist
17 241 (2.51%) Python Engineer
18 227 (2.36%) Artificial Intelligence Architect
19 210 (2.18%) .NET Developer
20 207 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 526 (5.47%) React
2 462 (4.80%) .NET
3 454 (4.72%) Terraform
4 296 (3.08%) REST
5 269 (2.80%) Node.js
6 248 (2.58%) LangChain
7 239 (2.48%) CSS
8 237 (2.46%) HTML
9 213 (2.21%) RESTful
10 207 (2.15%) ASP.NET
11 188 (1.95%) Kafka
12 187 (1.94%) ASP.NET Core
13 182 (1.89%) .NET Core
14 172 (1.79%) PyTorch
15 156 (1.62%) ML.NET
16 142 (1.48%) TensorFlow
17 135 (1.40%) Next.js
18 130 (1.35%) LangGraph
19 128 (1.33%) Blazor
20 121 (1.26%) Spring
Miscellaneous
1 697 (7.25%) Cloud Native
2 676 (7.03%) AI Agents
3 425 (4.42%) Onboarding
4 320 (3.33%) Distributed Systems
5 313 (3.25%) Product Ownership
6 228 (2.37%) Social Media
7 196 (2.04%) Management Information System
8 195 (2.03%) Self-Motivation
9 194 (2.02%) Blog
10 171 (1.78%) Algorithms
11 157 (1.63%) Enterprise Software
12 147 (1.53%) Robotics
13 146 (1.52%) Low-Code
14 128 (1.33%) Data Centre
15 115 (1.20%) Marketing Technology
16 113 (1.17%) Cyber Threat
17 101 (1.05%) Legacy Systems
18 96 (1.00%) Greenfield Project
19 91 (0.95%) Virtual Team
20 87 (0.90%) Mobile App
Operating Systems
1 243 (2.53%) Windows
2 235 (2.44%) Linux
3 71 (0.74%) Windows Server
4 57 (0.59%) Android
5 35 (0.36%) Apple iOS
6 25 (0.26%) VMS
7 20 (0.21%) Ubuntu
7 20 (0.21%) Unix
8 17 (0.18%) Mac OS
9 10 (0.10%) Debian
10 7 (0.073%) Embedded Linux
10 7 (0.073%) Red Hat Enterprise Linux
10 7 (0.073%) Windows 10
11 6 (0.062%) Kali Linux
12 5 (0.052%) Windows Server 2019
13 3 (0.031%) CentOS
13 3 (0.031%) Gentoo
13 3 (0.031%) Robot Operating System
13 3 (0.031%) Solaris
14 1 (0.010%) AIX
Processes & Methodologies
1 2,046 (21.27%) Machine Learning
2 1,923 (19.99%) Analytics
3 1,618 (16.82%) Agile
4 1,473 (15.31%) Software Engineering
5 1,357 (14.11%) Roadmaps
6 1,354 (14.08%) CI/CD
7 1,283 (13.34%) Continuous Improvement
8 1,230 (12.79%) Problem-Solving
9 1,210 (12.58%) Business Intelligence
10 1,154 (12.00%) Decision-Making
11 1,099 (11.43%) LLM
12 1,018 (10.58%) Mentoring
13 973 (10.12%) DevOps
14 943 (9.80%) Stakeholder Management
15 869 (9.03%) Generative AI
16 806 (8.38%) Data Science
17 746 (7.76%) Full-Stack Development
18 670 (6.97%) Cybersecurity
19 619 (6.44%) Data Modelling
20 618 (6.42%) Data Engineering
Programming Languages
1 2,866 (29.80%) Python
2 1,808 (18.80%) SQL
3 558 (5.80%) JavaScript
4 547 (5.69%) C#
5 474 (4.93%) TypeScript
6 427 (4.44%) Java
7 195 (2.03%) C++
8 162 (1.68%) PowerShell
9 114 (1.19%) Go
10 109 (1.13%) Bash
11 74 (0.77%) Bicep
12 71 (0.74%) C
13 65 (0.68%) PHP
13 65 (0.68%) R
13 65 (0.68%) Scala
14 60 (0.62%) Rust
15 48 (0.50%) Ruby
16 43 (0.45%) Data Analysis Expressions
16 43 (0.45%) Kotlin
17 27 (0.28%) Kusto Query Language
Qualifications
1 1,039 (10.80%) Degree
2 950 (9.88%) Azure Certification
3 682 (7.09%) Security Cleared
4 388 (4.03%) SC Cleared
5 279 (2.90%) Computer Science Degree
6 215 (2.24%) Master's Degree
7 200 (2.08%) DV Cleared
8 162 (1.68%) AWS Certification
9 151 (1.57%) CISSP
10 119 (1.24%) PhD
11 110 (1.14%) CISM
12 104 (1.08%) Microsoft Certification
13 101 (1.05%) ACCA
14 83 (0.86%) CIMA
15 73 (0.76%) AWS Certified Solutions Architect
16 66 (0.69%) A+ Certification
16 66 (0.69%) DBS Check
17 64 (0.67%) Network+ Certification
18 51 (0.53%) BPSS Clearance
19 49 (0.51%) MBA
Quality Assurance & Compliance
1 538 (5.59%) Data Quality
2 350 (3.64%) Accessibility
3 329 (3.42%) QA
4 279 (2.90%) GDPR
5 175 (1.82%) ISO/IEC 27001
6 121 (1.26%) NIST
7 120 (1.25%) GRC
8 83 (0.86%) SLA
9 69 (0.72%) WCAG
10 60 (0.62%) Cyber Essentials
11 40 (0.42%) PMO
12 36 (0.37%) NCSC
13 32 (0.33%) Cyber Essentials PLUS
14 31 (0.32%) California Consumer Privacy Act
15 30 (0.31%) IFRS
15 30 (0.31%) PCI DSS
16 24 (0.25%) Actionable Recommendations
16 24 (0.25%) ISO/IEC 42001
17 21 (0.22%) EU AI Act
18 19 (0.20%) SOC 2
System Software
1 537 (5.58%) Docker
2 169 (1.76%) Active Directory
3 99 (1.03%) Virtual Machines
4 60 (0.62%) VMware Infrastructure
5 26 (0.27%) Firmware
6 25 (0.26%) Hyper-V
7 22 (0.23%) Virtual Desktop
8 19 (0.20%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.083%) Ceph
11 6 (0.062%) IAG
12 4 (0.042%) VMware ESXi
12 4 (0.042%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
15 1 (0.010%) Apache Flume
Systems Management
1 560 (5.82%) Kubernetes
2 152 (1.58%) Microsoft Intune
3 83 (0.86%) Ansible
4 82 (0.85%) Grafana
5 64 (0.67%) Prometheus
6 28 (0.29%) Puppet
7 21 (0.22%) Argo
7 21 (0.22%) Single Sign-On
8 19 (0.20%) Kubeflow
9 18 (0.19%) Podman
10 14 (0.15%) Progress Chef
11 12 (0.12%) Istio
12 7 (0.073%) Check_MK
12 7 (0.073%) Nagios
12 7 (0.073%) Nessus
12 7 (0.073%) Proxmox
13 6 (0.062%) Hadoop YARN
13 6 (0.062%) SCCM
14 5 (0.052%) Nmap
14 5 (0.052%) Packer
Vendors
1 2,181 (22.67%) Microsoft
2 455 (4.73%) Databricks
3 446 (4.64%) Google
4 279 (2.90%) OpenAI
5 197 (2.05%) Adobe
6 178 (1.85%) Salesforce
7 129 (1.34%) SAP
8 122 (1.27%) Cisco
9 105 (1.09%) Oracle
10 103 (1.07%) ServiceNow
11 101 (1.05%) Foundry
12 92 (0.96%) Dell
13 89 (0.93%) YouTube
14 77 (0.80%) HubSpot
15 70 (0.73%) Apple
15 70 (0.73%) VMware
16 62 (0.64%) CyberArk
16 62 (0.64%) Facebook
17 48 (0.50%) Palo Alto
18 44 (0.46%) Sage