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

6 months to
15 Aug 2026
Same period 2025 Same period 2024
Rank 7 12 40
Rank change year-on-year +5 +28 +61
Permanent jobs citing AI 9,300 5,140 4,061
As % of all permanent jobs in the UK 8.73% 10.31% 4.89%
As % of the Processes & Methodologies category 11.88% 11.55% 6.04%
Number of salaries quoted 5,105 1,510 1,767
10th Percentile £40,200 £25,313 £40,750
25th Percentile £52,500 £45,156 £54,500
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 £97,434 £94,250
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 78,311 44,508 67,246
As % of all permanent jobs advertised in the UK 73.48% 89.25% 80.98%
Number of salaries quoted 53,938 25,218 43,343
10th Percentile £30,775 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -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 15 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 15 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 8,244 £72,500 +3.57% 12,122
UK excluding London -3 5,360 £65,000 +13.04% 4,192
London +14 3,342 £85,000 - 8,913
Work from Home 0 2,962 £70,000 +16.67% 4,697
North of England +7 1,594 £65,500 +19.09% 959
South East -1 1,197 £62,500 +47.06% 1,111
Midlands -9 835 £57,500 -4.17% 426
North West +17 823 £70,000 +16.67% 610
South West +6 611 £65,000 +18.18% 472
West Midlands -5 551 £60,000 - 302
East of England +33 536 £60,000 +4.35% 479
Yorkshire -4 521 £65,000 +62.50% 271
East Midlands -17 283 £52,500 -19.23% 124
Scotland -5 269 £70,000 +7.69% 505
North East 0 250 £65,000 +151.60% 82
Wales +14 203 £65,000 +18.18% 89
Northern Ireland +5 139 £74,830 -14.48% 201

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
1 222 (2.39%) SharePoint
2 132 (1.42%) Apache Spark
3 128 (1.38%) Apache Airflow
4 100 (1.08%) Confluence
5 88 (0.95%) Apache
6 86 (0.92%) CMS
7 58 (0.62%) Microsoft Exchange
8 38 (0.41%) WordPress
9 37 (0.40%) Jupyter
10 32 (0.34%) SAS
11 27 (0.29%) Palantir Foundry
12 15 (0.16%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.097%) Sitecore CMS
15 8 (0.086%) IIS
15 8 (0.086%) OpenStack
16 7 (0.075%) Adobe Experience Manager
16 7 (0.075%) Headless CMS
16 7 (0.075%) Oracle SOA Suite
17 6 (0.065%) nginx
Applications
1 851 (9.15%) Microsoft Excel
2 118 (1.27%) Chatbot
3 95 (1.02%) Microsoft Office
4 61 (0.66%) Microsoft PowerPoint
5 43 (0.46%) UserZoom
6 34 (0.37%) MS Visio
7 19 (0.20%) Adobe After Effects
7 19 (0.20%) Adobe Creative Suite
8 18 (0.19%) Spreadsheet
9 17 (0.18%) Adobe Illustrator
9 17 (0.18%) Photoshop
10 14 (0.15%) InDesign
11 11 (0.12%) Microsoft Project
12 10 (0.11%) Simulink
13 8 (0.086%) Adobe Premiere
13 8 (0.086%) LaTeX
13 8 (0.086%) SPSS
14 6 (0.065%) Trello
15 5 (0.054%) Camtasia
16 4 (0.043%) Moqups
Business Applications
1 79 (0.85%) Dynamics CRM
2 49 (0.53%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Payment Gateway
6 10 (0.11%) Shopify
7 8 (0.086%) Relativity
7 8 (0.086%) Sage 50
7 8 (0.086%) SAP MDG
8 7 (0.075%) Distributed Ledger
9 6 (0.065%) Dynamics NAV
9 6 (0.065%) Elite 3E
10 5 (0.054%) Carpe Diem
10 5 (0.054%) Oracle ERP
10 5 (0.054%) Sage 200
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Q-Pulse
11 3 (0.032%) Sparx Enterprise Architect
Cloud Services
1 2,948 (31.70%) Azure
2 1,604 (17.25%) AWS
3 1,369 (14.72%) Power Platform
4 1,354 (14.56%) Azure AI
5 700 (7.53%) SaaS
6 631 (6.78%) GCP
7 424 (4.56%) Microsoft 365
8 421 (4.53%) GitHub
9 325 (3.49%) Azure DevOps
9 325 (3.49%) Microsoft Copilot
10 312 (3.35%) Snowflake
11 284 (3.05%) Serverless
12 252 (2.71%) Anthropic Claude
13 207 (2.23%) GitHub Copilot
14 199 (2.14%) Entra ID
14 199 (2.14%) Power Automate
15 175 (1.88%) Cloud Computing
16 161 (1.73%) Adobe Analytics
17 154 (1.66%) Azure Synapse Analytics
18 148 (1.59%) Amazon S3
Communications & Networking
1 310 (3.33%) Broadband
2 109 (1.17%) Internet
3 93 (1.00%) Firewall
4 91 (0.98%) Network Security
5 74 (0.80%) VPN
6 62 (0.67%) DNS
7 38 (0.41%) WAN
8 34 (0.37%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.23%) HTTP
12 20 (0.22%) OSPF
13 19 (0.20%) MQTT
14 18 (0.19%) DHCP
14 18 (0.19%) VoIP
15 17 (0.18%) LAN
15 17 (0.18%) Wireless
16 14 (0.15%) CTI
17 13 (0.14%) VXLAN
18 11 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,104 (11.87%) Power BI
2 840 (9.03%) Tableau
3 284 (3.05%) MongoDB
4 262 (2.82%) Data Warehouse
5 234 (2.52%) SQL Server
6 223 (2.40%) PostgreSQL
7 211 (2.27%) Data Lake
8 201 (2.16%) Azure SQL Database
9 181 (1.95%) Metadata
10 156 (1.68%) NoSQL
11 124 (1.33%) Big Data
12 107 (1.15%) Relational Database
13 98 (1.05%) MySQL
14 90 (0.97%) BigQuery
15 67 (0.72%) Elasticsearch
16 65 (0.70%) Redis
17 61 (0.66%) Amazon Redshift
18 58 (0.62%) DynamoDB
19 56 (0.60%) Looker
20 55 (0.59%) Delta Lake
Development Applications
1 328 (3.53%) Git
2 157 (1.69%) JIRA
3 154 (1.66%) Claude Code
4 116 (1.25%) Jenkins
5 92 (0.99%) GitLab
6 67 (0.72%) MLflow
7 42 (0.45%) Visual Studio Code
8 39 (0.42%) Selenium
9 33 (0.35%) JUnit
10 28 (0.30%) Maven
11 27 (0.29%) IBM UrbanCode
11 27 (0.29%) Postman
11 27 (0.29%) Snyk
12 25 (0.27%) Cypress.io
13 16 (0.17%) Mockito
14 13 (0.14%) Cucumber
14 13 (0.14%) Vite
15 12 (0.13%) Spock
15 12 (0.13%) Storybook
16 10 (0.11%) JMeter
General
1 2,959 (31.82%) Social Skills
2 2,019 (21.71%) Finance
3 991 (10.66%) Analytical Skills
4 748 (8.04%) Marketing
5 722 (7.76%) Inclusion and Diversity
6 524 (5.63%) Legal
7 487 (5.24%) Public Sector
8 486 (5.23%) Law
9 379 (4.08%) Banking
10 337 (3.62%) Retail
11 332 (3.57%) Games
12 231 (2.48%) Influencing Skills
13 219 (2.35%) Manufacturing
14 208 (2.24%) Organisational Skills
15 127 (1.37%) Financial Institution
16 125 (1.34%) Presentation Skills
17 114 (1.23%) Advertising
18 95 (1.02%) Telecoms
19 88 (0.95%) Legal Technology
20 67 (0.72%) Military
Job Titles
1 1,585 (17.04%) Senior
2 1,075 (11.56%) Analyst
3 1,014 (10.90%) Lead
4 925 (9.95%) Architect
5 905 (9.73%) Developer
6 736 (7.91%) Data Analyst
7 727 (7.82%) Artificial Intelligence Engineer
8 725 (7.80%) Junior
9 667 (7.17%) Junior Analyst
10 662 (7.12%) Junior Data Analyst
11 596 (6.41%) Software Engineer
12 378 (4.06%) Data Engineer
13 375 (4.03%) Solutions Architect
14 373 (4.01%) Consultant
15 244 (2.62%) Data Scientist
16 232 (2.49%) Senior Manager
17 231 (2.48%) Python Engineer
18 210 (2.26%) .NET Developer
19 206 (2.22%) Artificial Intelligence Architect
20 201 (2.16%) Data Architect
Libraries, Frameworks & Software Standards
1 522 (5.61%) React
2 457 (4.91%) .NET
3 264 (2.84%) Node.js
4 262 (2.82%) REST
5 242 (2.60%) LangChain
6 240 (2.58%) CSS
7 232 (2.49%) HTML
8 212 (2.28%) RESTful
9 205 (2.20%) ASP.NET
10 190 (2.04%) PyTorch
11 187 (2.01%) ASP.NET Core
11 187 (2.01%) Kafka
12 181 (1.95%) .NET Core
13 156 (1.68%) ML.NET
14 148 (1.59%) TensorFlow
15 133 (1.43%) Next.js
16 127 (1.37%) Blazor
16 127 (1.37%) FastAPI
17 124 (1.33%) LangGraph
17 124 (1.33%) PySpark
Miscellaneous
1 673 (7.24%) Cloud Native
2 612 (6.58%) AI Agents
3 388 (4.17%) Onboarding
4 300 (3.23%) Distributed Systems
5 296 (3.18%) Product Ownership
6 288 (3.10%) Social Media
7 193 (2.08%) Algorithms
8 184 (1.98%) Self-Motivation
9 174 (1.87%) Management Information System
10 170 (1.83%) Blog
11 145 (1.56%) Low-Code
12 141 (1.52%) Robotics
13 134 (1.44%) Enterprise Software
14 124 (1.33%) Data Centre
15 103 (1.11%) Legacy Systems
15 103 (1.11%) Mobile App
16 96 (1.03%) Greenfield Project
17 88 (0.95%) Virtual Team
18 83 (0.89%) Cyber Threat
19 80 (0.86%) Marketing Technology
Operating Systems
1 216 (2.32%) Linux
2 213 (2.29%) Windows
3 73 (0.78%) Android
4 64 (0.69%) Windows Server
5 49 (0.53%) Apple iOS
6 23 (0.25%) VMS
7 18 (0.19%) Unix
8 16 (0.17%) Mac OS
8 16 (0.17%) Ubuntu
9 8 (0.086%) Debian
10 6 (0.065%) Red Hat Enterprise Linux
11 5 (0.054%) Embedded Linux
11 5 (0.054%) Kali Linux
11 5 (0.054%) Windows Server 2019
12 3 (0.032%) Gentoo
12 3 (0.032%) Solaris
12 3 (0.032%) Windows 10
13 2 (0.022%) CentOS
14 1 (0.011%) Alpine Linux
14 1 (0.011%) Robot Operating System
Processes & Methodologies
1 2,016 (21.68%) Machine Learning
2 1,945 (20.91%) Analytics
3 1,625 (17.47%) Agile
4 1,365 (14.68%) Roadmaps
5 1,353 (14.55%) Software Engineering
6 1,343 (14.44%) CI/CD
7 1,317 (14.16%) Business Intelligence
8 1,160 (12.47%) Problem-Solving
9 1,141 (12.27%) Continuous Improvement
10 1,086 (11.68%) Decision-Making
11 1,068 (11.48%) LLM
12 989 (10.63%) Mentoring
13 938 (10.09%) DevOps
14 840 (9.03%) Generative AI
15 814 (8.75%) Data Science
16 777 (8.35%) Stakeholder Management
17 744 (8.00%) Full-Stack Development
18 620 (6.67%) Data Engineering
19 598 (6.43%) Cybersecurity
20 582 (6.26%) Data Modelling
Programming Languages
1 3,050 (32.80%) Python
2 1,916 (20.60%) SQL
3 541 (5.82%) JavaScript
4 538 (5.78%) C#
5 448 (4.82%) TypeScript
6 412 (4.43%) Java
7 189 (2.03%) C++
8 141 (1.52%) PowerShell
9 103 (1.11%) Bash
10 98 (1.05%) Go
11 76 (0.82%) Bicep
12 69 (0.74%) C
13 66 (0.71%) PHP
14 63 (0.68%) Scala
15 61 (0.66%) R
16 52 (0.56%) Rust
17 48 (0.52%) Kotlin
17 48 (0.52%) Ruby
18 39 (0.42%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,101 (11.84%) Azure Certification
2 995 (10.70%) Degree
3 645 (6.94%) Security Cleared
4 370 (3.98%) SC Cleared
5 270 (2.90%) Computer Science Degree
6 200 (2.15%) Master's Degree
7 189 (2.03%) DV Cleared
8 167 (1.80%) AWS Certification
9 135 (1.45%) CISSP
10 116 (1.25%) PhD
11 99 (1.06%) CISM
12 94 (1.01%) ACCA
13 85 (0.91%) Microsoft Certification
14 77 (0.83%) CIMA
15 67 (0.72%) AWS Certified Solutions Architect
16 64 (0.69%) DBS Check
17 62 (0.67%) A+ Certification
18 60 (0.65%) Network+ Certification
19 44 (0.47%) BPSS Clearance
19 44 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 500 (5.38%) Data Quality
2 422 (4.54%) Accessibility
3 311 (3.34%) QA
4 271 (2.91%) GDPR
5 155 (1.67%) ISO/IEC 27001
6 112 (1.20%) GRC
7 109 (1.17%) NIST
8 84 (0.90%) WCAG
9 77 (0.83%) SLA
10 53 (0.57%) Cyber Essentials
11 51 (0.55%) California Consumer Privacy Act
12 36 (0.39%) PMO
13 31 (0.33%) IFRS
14 30 (0.32%) PCI DSS
15 29 (0.31%) Cyber Essentials PLUS
16 26 (0.28%) NCSC
17 24 (0.26%) Actionable Recommendations
17 24 (0.26%) EU AI Act
18 22 (0.24%) HIPAA
19 21 (0.23%) ISO/IEC 42001
System Software
1 525 (5.65%) Docker
2 160 (1.72%) Active Directory
3 98 (1.05%) Virtual Machines
4 45 (0.48%) VMware Infrastructure
5 24 (0.26%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.19%) vSphere
8 17 (0.18%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.086%) Ceph
11 6 (0.065%) IAG
12 4 (0.043%) VMware NSX
13 2 (0.022%) Lustre
13 2 (0.022%) ProxySG
13 2 (0.022%) Slurm Workload Manager
13 2 (0.022%) VMware ESXi
14 1 (0.011%) Apache Flume
Systems Management
1 538 (5.78%) Kubernetes
2 423 (4.55%) Terraform
3 141 (1.52%) Microsoft Intune
4 76 (0.82%) Ansible
5 70 (0.75%) Grafana
6 58 (0.62%) Prometheus
7 26 (0.28%) Puppet
8 22 (0.24%) Argo
9 19 (0.20%) Kubeflow
9 19 (0.20%) Single Sign-On
10 17 (0.18%) Podman
11 13 (0.14%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.075%) Check_MK
13 7 (0.075%) Nagios
14 6 (0.065%) Hadoop YARN
15 5 (0.054%) Microsoft Clustering
15 5 (0.054%) Nessus
15 5 (0.054%) Packer
15 5 (0.054%) SCCM
Vendors
1 2,224 (23.91%) Microsoft
2 452 (4.86%) Databricks
3 382 (4.11%) Google
4 272 (2.92%) OpenAI
5 245 (2.63%) Adobe
6 161 (1.73%) Salesforce
7 126 (1.35%) Oracle
8 124 (1.33%) Dell
9 120 (1.29%) SAP
10 116 (1.25%) Cisco
11 111 (1.19%) ServiceNow
12 97 (1.04%) Foundry
13 76 (0.82%) HubSpot
14 63 (0.68%) Apple
15 62 (0.67%) CyberArk
15 62 (0.67%) Facebook
16 52 (0.56%) VMware
17 50 (0.54%) Informatica
18 46 (0.49%) Palo Alto
18 46 (0.49%) Sage