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

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 40
Rank change year-on-year +6 +27 +63
Permanent jobs citing AI 9,178 4,938 4,079
As % of all permanent jobs in the UK 8.66% 9.92% 4.88%
As % of the Processes & Methodologies category 11.78% 11.11% 6.02%
Number of salaries quoted 5,069 1,484 1,760
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,300 £45,000 £54,750
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £95,000
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -8.56%

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 77,915 44,448 67,793
As % of all permanent jobs advertised in the UK 73.48% 89.27% 81.15%
Number of salaries quoted 53,724 25,250 43,771
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.84%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,000 £50,000
% change year-on-year +14.58% -4.00% -9.09%

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 August 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 August 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 +7 8,147 £72,500 +3.57% 13,403
UK excluding London -2 5,293 £65,000 +13.04% 5,131
London +14 3,297 £85,000 -2.86% 9,512
Work from Home 0 2,923 £70,000 +21.74% 5,620
North of England +10 1,579 £65,000 +16.59% 1,236
South East 0 1,180 £62,500 +42.86% 1,257
Midlands -8 829 £57,000 -5.00% 541
North West +28 808 £67,500 +12.50% 787
South West +7 602 £65,000 +18.18% 592
West Midlands -4 546 £60,000 - 348
East of England +33 533 £60,000 +4.35% 535
Yorkshire 0 522 £65,000 +62.50% 328
East Midlands -17 282 £52,500 -16.00% 193
Scotland 0 263 £70,000 +7.69% 651
North East +3 249 £65,000 +126.74% 126
Wales +22 197 £65,000 +18.18% 116
Northern Ireland +7 134 £74,830 -14.48% 254

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
1 214 (2.33%) SharePoint
2 130 (1.42%) Apache Spark
3 128 (1.39%) Apache Airflow
4 96 (1.05%) Confluence
5 87 (0.95%) CMS
6 84 (0.92%) Apache
7 59 (0.64%) Microsoft Exchange
8 46 (0.50%) Jupyter
9 39 (0.42%) WordPress
10 31 (0.34%) SAS
11 26 (0.28%) Palantir Foundry
12 20 (0.22%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.098%) Sitecore CMS
15 8 (0.087%) OpenStack
16 7 (0.076%) Adobe Experience Manager
16 7 (0.076%) Headless CMS
16 7 (0.076%) IIS
16 7 (0.076%) Oracle SOA Suite
17 6 (0.065%) nginx
Applications
1 838 (9.13%) Microsoft Excel
2 121 (1.32%) Chatbot
3 95 (1.04%) Microsoft Office
4 60 (0.65%) Microsoft PowerPoint
5 43 (0.47%) UserZoom
6 33 (0.36%) MS Visio
7 19 (0.21%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) Adobe Creative Suite
8 18 (0.20%) Adobe Illustrator
8 18 (0.20%) Photoshop
9 14 (0.15%) InDesign
10 10 (0.11%) Simulink
11 8 (0.087%) Adobe Premiere
11 8 (0.087%) LaTeX
12 7 (0.076%) SPSS
13 6 (0.065%) Microsoft Project
13 6 (0.065%) Trello
14 5 (0.054%) Camtasia
15 4 (0.044%) Moqups
Business Applications
1 79 (0.86%) Dynamics CRM
2 49 (0.53%) SAP S/4HANA
3 28 (0.31%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.098%) Payment Gateway
8 8 (0.087%) Relativity
8 8 (0.087%) Sage 50
8 8 (0.087%) SAP MDG
9 7 (0.076%) Distributed Ledger
10 6 (0.065%) Dynamics NAV
10 6 (0.065%) Elite 3E
11 5 (0.054%) Carpe Diem
11 5 (0.054%) Oracle ERP
11 5 (0.054%) Sage 200
12 4 (0.044%) Dynamics AX
13 3 (0.033%) Magento
13 3 (0.033%) Oracle EBS
13 3 (0.033%) Q-Pulse
Cloud Services
1 2,922 (31.84%) Azure
2 1,598 (17.41%) AWS
3 1,356 (14.77%) Power Platform
4 1,349 (14.70%) Azure AI
5 680 (7.41%) SaaS
6 609 (6.64%) GCP
7 413 (4.50%) GitHub
7 413 (4.50%) Microsoft 365
8 322 (3.51%) Azure DevOps
9 313 (3.41%) Microsoft Copilot
10 309 (3.37%) Snowflake
11 283 (3.08%) Serverless
12 249 (2.71%) Anthropic Claude
13 204 (2.22%) GitHub Copilot
14 196 (2.14%) Entra ID
14 196 (2.14%) Power Automate
15 183 (1.99%) Cloud Computing
16 161 (1.75%) Adobe Analytics
17 152 (1.66%) Azure Synapse Analytics
18 148 (1.61%) Amazon S3
Communications & Networking
1 310 (3.38%) Broadband
2 108 (1.18%) Internet
3 90 (0.98%) Firewall
4 87 (0.95%) Network Security
5 74 (0.81%) VPN
6 61 (0.66%) DNS
7 36 (0.39%) WAN
8 33 (0.36%) TCP/IP
9 28 (0.31%) BGP
10 27 (0.29%) VLAN
11 20 (0.22%) HTTP
11 20 (0.22%) OSPF
12 19 (0.21%) MQTT
13 18 (0.20%) DHCP
13 18 (0.20%) VoIP
14 15 (0.16%) LAN
14 15 (0.16%) Wireless
15 14 (0.15%) CTI
16 13 (0.14%) VXLAN
17 10 (0.11%) 5G
Database & Business Intelligence
1 1,095 (11.93%) Power BI
2 839 (9.14%) Tableau
3 283 (3.08%) MongoDB
4 258 (2.81%) Data Warehouse
5 231 (2.52%) SQL Server
6 222 (2.42%) PostgreSQL
7 206 (2.24%) Data Lake
8 201 (2.19%) Azure SQL Database
9 175 (1.91%) Metadata
10 150 (1.63%) NoSQL
11 121 (1.32%) Big Data
12 106 (1.15%) Relational Database
13 99 (1.08%) MySQL
14 89 (0.97%) BigQuery
15 68 (0.74%) Elasticsearch
16 65 (0.71%) Redis
17 61 (0.66%) Amazon Redshift
18 57 (0.62%) Looker
19 55 (0.60%) Delta Lake
20 53 (0.58%) DynamoDB
Development Applications
1 319 (3.48%) Git
2 154 (1.68%) Claude Code
3 150 (1.63%) JIRA
4 115 (1.25%) Jenkins
5 90 (0.98%) GitLab
6 67 (0.73%) MLflow
7 50 (0.54%) Visual Studio Code
8 40 (0.44%) Selenium
9 33 (0.36%) JUnit
10 28 (0.31%) Maven
11 27 (0.29%) IBM UrbanCode
11 27 (0.29%) Postman
11 27 (0.29%) Snyk
12 24 (0.26%) Cypress.io
13 16 (0.17%) Mockito
14 13 (0.14%) Vite
15 12 (0.13%) Cucumber
15 12 (0.13%) Spock
16 11 (0.12%) JMeter
16 11 (0.12%) Storybook
General
1 2,913 (31.74%) Social Skills
2 1,977 (21.54%) Finance
3 960 (10.46%) Analytical Skills
4 733 (7.99%) Marketing
5 707 (7.70%) Inclusion and Diversity
6 513 (5.59%) Legal
7 482 (5.25%) Law
8 471 (5.13%) Public Sector
9 371 (4.04%) Banking
10 344 (3.75%) Retail
11 328 (3.57%) Games
12 223 (2.43%) Influencing Skills
12 223 (2.43%) Manufacturing
13 198 (2.16%) Organisational Skills
14 124 (1.35%) Financial Institution
15 119 (1.30%) Presentation Skills
16 116 (1.26%) Advertising
17 95 (1.04%) Telecoms
18 89 (0.97%) Legal Technology
19 68 (0.74%) Automotive
Job Titles
1 1,548 (16.87%) Senior
2 1,065 (11.60%) Analyst
3 999 (10.88%) Lead
4 911 (9.93%) Architect
5 892 (9.72%) Developer
6 736 (8.02%) Data Analyst
7 722 (7.87%) Junior
8 716 (7.80%) Artificial Intelligence Engineer
9 667 (7.27%) Junior Analyst
10 662 (7.21%) Junior Data Analyst
11 587 (6.40%) Software Engineer
12 376 (4.10%) Consultant
12 376 (4.10%) Data Engineer
13 367 (4.00%) Solutions Architect
14 241 (2.63%) Data Scientist
15 232 (2.53%) Python Engineer
16 226 (2.46%) Senior Manager
17 209 (2.28%) .NET Developer
18 205 (2.23%) Artificial Intelligence Architect
19 199 (2.17%) Data Architect
Libraries, Frameworks & Software Standards
1 512 (5.58%) React
2 456 (4.97%) .NET
3 258 (2.81%) Node.js
4 254 (2.77%) REST
5 241 (2.63%) CSS
6 237 (2.58%) LangChain
7 233 (2.54%) HTML
8 212 (2.31%) RESTful
9 205 (2.23%) ASP.NET
10 192 (2.09%) PyTorch
11 187 (2.04%) ASP.NET Core
12 185 (2.02%) Kafka
13 180 (1.96%) .NET Core
14 156 (1.70%) ML.NET
15 144 (1.57%) TensorFlow
16 129 (1.41%) Next.js
17 126 (1.37%) Blazor
18 125 (1.36%) FastAPI
19 124 (1.35%) scikit-learn
20 121 (1.32%) PySpark
Miscellaneous
1 659 (7.18%) Cloud Native
2 597 (6.50%) AI Agents
3 375 (4.09%) Onboarding
4 295 (3.21%) Distributed Systems
5 291 (3.17%) Product Ownership
6 288 (3.14%) Social Media
7 204 (2.22%) Algorithms
8 179 (1.95%) Self-Motivation
9 170 (1.85%) Management Information System
10 164 (1.79%) Blog
11 143 (1.56%) Low-Code
12 140 (1.53%) Robotics
13 128 (1.39%) Enterprise Software
14 121 (1.32%) Data Centre
15 100 (1.09%) Legacy Systems
16 98 (1.07%) Mobile App
17 95 (1.04%) Greenfield Project
18 88 (0.96%) Virtual Team
19 83 (0.90%) Cyber Threat
20 79 (0.86%) Marketing Technology
Operating Systems
1 209 (2.28%) Linux
1 209 (2.28%) Windows
2 72 (0.78%) Android
3 65 (0.71%) Windows Server
4 46 (0.50%) Apple iOS
5 23 (0.25%) VMS
6 16 (0.17%) Mac OS
6 16 (0.17%) Unix
7 14 (0.15%) Ubuntu
8 6 (0.065%) Debian
9 5 (0.054%) Embedded Linux
9 5 (0.054%) Kali Linux
10 4 (0.044%) Red Hat Enterprise Linux
10 4 (0.044%) Windows Server 2019
11 3 (0.033%) Gentoo
11 3 (0.033%) Solaris
11 3 (0.033%) Windows 10
12 1 (0.011%) AIX
12 1 (0.011%) Alpine Linux
12 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,001 (21.80%) Machine Learning
2 1,934 (21.07%) Analytics
3 1,593 (17.36%) Agile
4 1,349 (14.70%) Roadmaps
5 1,331 (14.50%) Software Engineering
6 1,319 (14.37%) CI/CD
7 1,299 (14.15%) Business Intelligence
8 1,141 (12.43%) Problem-Solving
9 1,103 (12.02%) Continuous Improvement
10 1,057 (11.52%) Decision-Making
10 1,057 (11.52%) LLM
11 979 (10.67%) Mentoring
12 927 (10.10%) DevOps
13 821 (8.95%) Generative AI
14 809 (8.81%) Data Science
15 741 (8.07%) Stakeholder Management
16 732 (7.98%) Full-Stack Development
17 617 (6.72%) Data Engineering
18 578 (6.30%) Data Modelling
19 575 (6.26%) Cybersecurity
Programming Languages
1 3,032 (33.04%) Python
2 1,889 (20.58%) SQL
3 537 (5.85%) JavaScript
4 535 (5.83%) C#
5 443 (4.83%) TypeScript
6 410 (4.47%) Java
7 187 (2.04%) C++
8 139 (1.51%) PowerShell
9 99 (1.08%) Bash
10 94 (1.02%) Go
11 74 (0.81%) Bicep
12 68 (0.74%) PHP
13 66 (0.72%) C
14 62 (0.68%) Scala
15 61 (0.66%) R
16 50 (0.54%) Rust
17 48 (0.52%) Kotlin
17 48 (0.52%) Ruby
18 38 (0.41%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,098 (11.96%) Azure Certification
2 978 (10.66%) Degree
3 614 (6.69%) Security Cleared
4 360 (3.92%) SC Cleared
5 263 (2.87%) Computer Science Degree
6 195 (2.12%) Master's Degree
7 180 (1.96%) DV Cleared
8 176 (1.92%) AWS Certification
9 127 (1.38%) CISSP
10 113 (1.23%) PhD
11 94 (1.02%) ACCA
12 93 (1.01%) CISM
13 83 (0.90%) Microsoft Certification
14 76 (0.83%) CIMA
15 66 (0.72%) AWS Certified Solutions Architect
15 66 (0.72%) DBS Check
16 59 (0.64%) A+ Certification
17 57 (0.62%) Network+ Certification
18 46 (0.50%) AWS Certified Cloud Practitioner
19 44 (0.48%) BPSS Clearance
Quality Assurance & Compliance
1 489 (5.33%) Data Quality
2 423 (4.61%) Accessibility
3 308 (3.36%) QA
4 271 (2.95%) GDPR
5 153 (1.67%) ISO/IEC 27001
6 108 (1.18%) GRC
7 107 (1.17%) NIST
8 81 (0.88%) WCAG
9 78 (0.85%) SLA
10 51 (0.56%) California Consumer Privacy Act
11 50 (0.54%) Cyber Essentials
12 36 (0.39%) PMO
13 32 (0.35%) IFRS
14 29 (0.32%) PCI DSS
15 27 (0.29%) Cyber Essentials PLUS
16 26 (0.28%) NCSC
17 25 (0.27%) EU AI Act
18 22 (0.24%) HIPAA
19 21 (0.23%) ISO/IEC 42001
19 21 (0.23%) SOC 2
System Software
1 520 (5.67%) Docker
2 159 (1.73%) Active Directory
3 98 (1.07%) Virtual Machines
4 42 (0.46%) VMware Infrastructure
5 24 (0.26%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.19%) vSphere
8 16 (0.17%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.087%) Ceph
11 6 (0.065%) IAG
12 4 (0.044%) VMware NSX
13 2 (0.022%) ProxySG
13 2 (0.022%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
14 1 (0.011%) Lustre
14 1 (0.011%) VMware ESXi
Systems Management
1 529 (5.76%) Kubernetes
2 413 (4.50%) Terraform
3 136 (1.48%) Microsoft Intune
4 74 (0.81%) Ansible
5 65 (0.71%) Grafana
6 57 (0.62%) Prometheus
7 24 (0.26%) Puppet
8 20 (0.22%) Argo
9 19 (0.21%) Kubeflow
9 19 (0.21%) Single Sign-On
10 17 (0.19%) Podman
11 13 (0.14%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.076%) Check_MK
13 7 (0.076%) Nagios
14 6 (0.065%) Control-M
14 6 (0.065%) Hadoop YARN
15 5 (0.054%) Microsoft Clustering
15 5 (0.054%) Packer
15 5 (0.054%) SCCM
Vendors
1 2,199 (23.96%) Microsoft
2 447 (4.87%) Databricks
3 363 (3.96%) Google
4 263 (2.87%) OpenAI
5 241 (2.63%) Adobe
6 157 (1.71%) Salesforce
7 126 (1.37%) Dell
8 123 (1.34%) Oracle
9 118 (1.29%) SAP
10 114 (1.24%) Cisco
11 111 (1.21%) ServiceNow
12 94 (1.02%) Foundry
13 73 (0.80%) HubSpot
14 63 (0.69%) Apple
15 62 (0.68%) Facebook
16 59 (0.64%) CyberArk
17 50 (0.54%) Informatica
18 48 (0.52%) VMware
19 46 (0.50%) Palo Alto
19 46 (0.50%) Sage