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

6 months to
9 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 41
Rank change year-on-year +6 +28 +63
Permanent jobs citing AI 9,157 4,958 4,060
As % of all permanent jobs in the UK 8.69% 9.94% 4.90%
As % of the Processes & Methodologies category 11.79% 11.13% 6.04%
Number of salaries quoted 5,026 1,538 1,749
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,263 £45,000 £55,000
Median annual salary (50th Percentile) £71,121 £69,000 £72,500
Median % change year-on-year +3.07% -4.83% -3.33%
75th Percentile £95,000 £96,989 £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 77,641 44,566 67,247
As % of all permanent jobs advertised in the UK 73.69% 89.32% 81.09%
Number of salaries quoted 53,461 25,406 43,850
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% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,073 £50,000
% change year-on-year +14.41% -3.85% -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 9 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 9 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 8,126 £70,752 +1.07% 8,401
UK excluding London -3 5,321 £65,000 +13.04% 3,195
London +15 3,247 £85,000 -2.86% 5,811
Work from Home 0 2,909 £70,000 +21.74% 3,132
North of England +11 1,589 £65,500 +19.09% 758
South East -1 1,182 £62,500 +50.60% 880
Midlands -9 833 £56,700 -5.50% 365
North West +27 806 £67,500 +12.50% 481
South West +7 604 £62,500 +13.64% 379
West Midlands -4 546 £60,000 - 251
East of England +28 541 £60,000 -4.00% 365
Yorkshire +1 535 £65,000 +73.33% 203
East Midlands -15 286 £52,500 -16.00% 114
Scotland -1 261 £70,000 +7.69% 320
North East +3 248 £65,000 +126.74% 78
Wales +23 200 £65,000 +18.18% 76
Northern Ireland +7 135 £73,665 -15.81% 96

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
1 209 (2.28%) SharePoint
2 129 (1.41%) Apache Airflow
3 128 (1.40%) Apache Spark
4 94 (1.03%) Confluence
5 84 (0.92%) CMS
6 83 (0.91%) Apache
7 59 (0.64%) Microsoft Exchange
8 49 (0.54%) Jupyter
9 38 (0.41%) WordPress
10 31 (0.34%) SAS
11 25 (0.27%) Palantir Foundry
12 23 (0.25%) 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%) Oracle SOA Suite
17 5 (0.055%) Apache Pig
17 5 (0.055%) nginx
Applications
1 890 (9.72%) Microsoft Excel
2 123 (1.34%) Chatbot
3 95 (1.04%) Microsoft Office
4 59 (0.64%) Microsoft PowerPoint
5 43 (0.47%) UserZoom
6 32 (0.35%) 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%) Microsoft Project
12 7 (0.076%) SPSS
13 6 (0.066%) Trello
14 5 (0.055%) Camtasia
15 4 (0.044%) Sketch
Business Applications
1 77 (0.84%) Dynamics CRM
2 49 (0.54%) SAP S/4HANA
3 28 (0.31%) Dynamics GP
4 24 (0.26%) Cloudability
5 22 (0.24%) 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 (0.066%) Dynamics NAV
11 5 (0.055%) Elite 3E
11 5 (0.055%) Oracle ERP
11 5 (0.055%) Sage 200
12 4 (0.044%) Carpe Diem
12 4 (0.044%) Dynamics AX
13 3 (0.033%) Magento
13 3 (0.033%) Oracle EBS
13 3 (0.033%) SAP Business One
Cloud Services
1 2,958 (32.30%) Azure
2 1,581 (17.27%) AWS
3 1,405 (15.34%) Power Platform
4 1,398 (15.27%) Azure AI
5 674 (7.36%) SaaS
6 600 (6.55%) GCP
7 406 (4.43%) Microsoft 365
8 404 (4.41%) GitHub
9 317 (3.46%) Azure DevOps
10 309 (3.37%) Microsoft Copilot
11 300 (3.28%) Snowflake
12 281 (3.07%) Serverless
13 238 (2.60%) Anthropic Claude
14 199 (2.17%) GitHub Copilot
15 196 (2.14%) Entra ID
16 192 (2.10%) Power Automate
17 185 (2.02%) Cloud Computing
18 171 (1.87%) Adobe Analytics
19 153 (1.67%) Azure Synapse Analytics
20 146 (1.59%) Amazon S3
Communications & Networking
1 321 (3.51%) Broadband
2 108 (1.18%) Internet
3 87 (0.95%) Firewall
3 87 (0.95%) Network Security
4 74 (0.81%) VPN
5 59 (0.64%) DNS
6 36 (0.39%) WAN
7 31 (0.34%) TCP/IP
8 27 (0.29%) BGP
8 27 (0.29%) VLAN
9 20 (0.22%) HTTP
10 19 (0.21%) MQTT
10 19 (0.21%) OSPF
11 18 (0.20%) DHCP
11 18 (0.20%) VoIP
12 15 (0.16%) Wireless
13 14 (0.15%) CTI
14 13 (0.14%) LAN
14 13 (0.14%) VXLAN
15 10 (0.11%) 5G
Database & Business Intelligence
1 1,147 (12.53%) Power BI
2 892 (9.74%) Tableau
3 282 (3.08%) MongoDB
4 253 (2.76%) Data Warehouse
5 230 (2.51%) SQL Server
6 217 (2.37%) PostgreSQL
7 200 (2.18%) Azure SQL Database
7 200 (2.18%) Data Lake
8 172 (1.88%) Metadata
9 149 (1.63%) NoSQL
10 116 (1.27%) Big Data
11 104 (1.14%) Relational Database
12 98 (1.07%) MySQL
13 87 (0.95%) BigQuery
14 68 (0.74%) Elasticsearch
15 64 (0.70%) Redis
16 59 (0.64%) Amazon Redshift
17 58 (0.63%) Looker
18 56 (0.61%) Delta Lake
19 52 (0.57%) Star Schema
Development Applications
1 314 (3.43%) Git
2 150 (1.64%) Claude Code
3 148 (1.62%) JIRA
4 114 (1.24%) Jenkins
5 90 (0.98%) GitLab
6 67 (0.73%) MLflow
7 52 (0.57%) Visual Studio Code
8 40 (0.44%) Selenium
9 32 (0.35%) JUnit
10 28 (0.31%) Postman
11 27 (0.29%) IBM UrbanCode
11 27 (0.29%) Maven
11 27 (0.29%) Snyk
12 23 (0.25%) Cypress.io
13 15 (0.16%) Mockito
14 13 (0.14%) Vite
15 12 (0.13%) Spock
16 11 (0.12%) Cucumber
16 11 (0.12%) JMeter
17 10 (0.11%) SpecFlow
General
1 2,943 (32.14%) Social Skills
2 1,937 (21.15%) Finance
3 948 (10.35%) Analytical Skills
4 724 (7.91%) Marketing
5 697 (7.61%) Inclusion and Diversity
6 501 (5.47%) Legal
7 471 (5.14%) Law
8 465 (5.08%) Public Sector
9 360 (3.93%) Banking
10 348 (3.80%) Retail
11 346 (3.78%) Games
12 219 (2.39%) Manufacturing
13 215 (2.35%) Influencing Skills
14 194 (2.12%) Organisational Skills
15 122 (1.33%) Financial Institution
16 119 (1.30%) Presentation Skills
17 115 (1.26%) Advertising
18 94 (1.03%) Telecoms
19 87 (0.95%) Legal Technology
20 71 (0.78%) Automotive
Job Titles
1 1,535 (16.76%) Senior
2 1,117 (12.20%) Analyst
3 987 (10.78%) Lead
4 889 (9.71%) Architect
5 885 (9.66%) Developer
6 793 (8.66%) Data Analyst
7 776 (8.47%) Junior
8 722 (7.88%) Junior Analyst
9 717 (7.83%) Junior Data Analyst
10 709 (7.74%) Artificial Intelligence Engineer
11 578 (6.31%) Software Engineer
12 374 (4.08%) Data Engineer
13 371 (4.05%) Consultant
14 354 (3.87%) Solutions Architect
15 242 (2.64%) Data Scientist
16 234 (2.56%) Python Engineer
17 222 (2.42%) Senior Manager
18 207 (2.26%) .NET Developer
19 197 (2.15%) Artificial Intelligence Architect
19 197 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 506 (5.53%) React
2 452 (4.94%) .NET
3 253 (2.76%) Node.js
4 248 (2.71%) REST
5 239 (2.61%) CSS
6 229 (2.50%) HTML
7 228 (2.49%) LangChain
8 213 (2.33%) RESTful
9 205 (2.24%) ASP.NET
10 189 (2.06%) PyTorch
11 187 (2.04%) ASP.NET Core
12 186 (2.03%) Kafka
13 178 (1.94%) .NET Core
14 156 (1.70%) ML.NET
15 138 (1.51%) TensorFlow
16 126 (1.38%) Next.js
17 125 (1.37%) Blazor
17 125 (1.37%) FastAPI
18 123 (1.34%) scikit-learn
19 122 (1.33%) PySpark
Miscellaneous
1 646 (7.05%) Cloud Native
2 574 (6.27%) AI Agents
3 379 (4.14%) Onboarding
4 298 (3.25%) Social Media
5 295 (3.22%) Distributed Systems
6 279 (3.05%) Product Ownership
7 210 (2.29%) Algorithms
8 176 (1.92%) Self-Motivation
9 168 (1.83%) Management Information System
10 153 (1.67%) Blog
11 141 (1.54%) Low-Code
11 141 (1.54%) Robotics
12 127 (1.39%) Data Centre
13 124 (1.35%) Enterprise Software
14 101 (1.10%) Legacy Systems
14 101 (1.10%) Mobile App
15 94 (1.03%) Greenfield Project
16 89 (0.97%) Virtual Team
17 83 (0.91%) Cyber Threat
18 79 (0.86%) Marketing Technology
Operating Systems
1 207 (2.26%) Linux
2 203 (2.22%) Windows
3 73 (0.80%) Android
4 66 (0.72%) Windows Server
5 48 (0.52%) Apple iOS
6 23 (0.25%) VMS
7 16 (0.17%) Mac OS
7 16 (0.17%) Unix
8 13 (0.14%) Ubuntu
9 6 (0.066%) Debian
10 5 (0.055%) Embedded Linux
10 5 (0.055%) Kali Linux
11 3 (0.033%) Gentoo
11 3 (0.033%) Red Hat Enterprise Linux
11 3 (0.033%) Solaris
11 3 (0.033%) Windows 10
11 3 (0.033%) Windows Server 2019
12 1 (0.011%) AIX
12 1 (0.011%) Alpine Linux
12 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 1,968 (21.49%) Machine Learning
2 1,919 (20.96%) Analytics
3 1,600 (17.47%) Agile
4 1,349 (14.73%) Business Intelligence
5 1,341 (14.64%) Roadmaps
6 1,313 (14.34%) Software Engineering
7 1,300 (14.20%) CI/CD
8 1,122 (12.25%) Problem-Solving
9 1,090 (11.90%) Continuous Improvement
10 1,050 (11.47%) Decision-Making
11 1,036 (11.31%) LLM
12 968 (10.57%) Mentoring
13 919 (10.04%) DevOps
14 812 (8.87%) Generative AI
15 799 (8.73%) Data Science
16 726 (7.93%) Full-Stack Development
17 723 (7.90%) Stakeholder Management
18 601 (6.56%) Data Engineering
19 573 (6.26%) Data Modelling
20 559 (6.10%) Cybersecurity
Programming Languages
1 3,070 (33.53%) Python
2 1,928 (21.05%) SQL
3 534 (5.83%) JavaScript
4 530 (5.79%) C#
5 438 (4.78%) TypeScript
6 405 (4.42%) Java
7 187 (2.04%) C++
8 139 (1.52%) PowerShell
9 100 (1.09%) Bash
10 94 (1.03%) Go
11 75 (0.82%) Bicep
12 68 (0.74%) PHP
13 66 (0.72%) C
14 60 (0.66%) Scala
15 58 (0.63%) R
16 50 (0.55%) 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 1,150 (12.56%) Azure Certification
2 970 (10.59%) Degree
3 604 (6.60%) Security Cleared
4 349 (3.81%) SC Cleared
5 260 (2.84%) Computer Science Degree
6 188 (2.05%) Master's Degree
7 179 (1.95%) AWS Certification
8 177 (1.93%) DV Cleared
9 125 (1.37%) CISSP
10 112 (1.22%) PhD
11 94 (1.03%) ACCA
12 91 (0.99%) CISM
13 82 (0.90%) Microsoft Certification
14 76 (0.83%) CIMA
15 67 (0.73%) DBS Check
16 66 (0.72%) AWS Certified Solutions Architect
17 59 (0.64%) A+ Certification
18 57 (0.62%) Network+ Certification
19 49 (0.54%) AWS Certified Cloud Practitioner
20 43 (0.47%) BPSS Clearance
Quality Assurance & Compliance
1 479 (5.23%) Data Quality
2 437 (4.77%) Accessibility
3 309 (3.37%) QA
4 269 (2.94%) GDPR
5 147 (1.61%) ISO/IEC 27001
6 105 (1.15%) GRC
7 104 (1.14%) NIST
8 81 (0.88%) WCAG
9 76 (0.83%) SLA
10 51 (0.56%) California Consumer Privacy Act
11 49 (0.54%) Cyber Essentials
12 36 (0.39%) PMO
13 32 (0.35%) IFRS
14 30 (0.33%) PCI DSS
15 25 (0.27%) Cyber Essentials PLUS
16 24 (0.26%) EU AI Act
16 24 (0.26%) NCSC
17 22 (0.24%) HIPAA
17 22 (0.24%) SOC 2
18 21 (0.23%) ISO/IEC 42001
System Software
1 521 (5.69%) Docker
2 162 (1.77%) Active Directory
3 98 (1.07%) Virtual Machines
4 40 (0.44%) VMware Infrastructure
5 23 (0.25%) 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 (0.066%) IAG
12 3 (0.033%) 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
1 527 (5.76%) Kubernetes
2 412 (4.50%) Terraform
3 135 (1.47%) Microsoft Intune
4 75 (0.82%) Ansible
5 65 (0.71%) Grafana
6 56 (0.61%) Prometheus
7 24 (0.26%) Puppet
8 20 (0.22%) Argo
8 20 (0.22%) Single Sign-On
9 19 (0.21%) Kubeflow
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 (0.066%) Control-M
14 6 (0.066%) Hadoop YARN
15 5 (0.055%) Microsoft Clustering
15 5 (0.055%) Packer
15 5 (0.055%) SCCM
Vendors
1 2,241 (24.47%) Microsoft
2 438 (4.78%) Databricks
3 360 (3.93%) Google
4 256 (2.80%) OpenAI
5 252 (2.75%) Adobe
6 156 (1.70%) Salesforce
7 131 (1.43%) Dell
8 122 (1.33%) Oracle
9 120 (1.31%) SAP
10 113 (1.23%) Cisco
11 111 (1.21%) ServiceNow
12 91 (0.99%) Foundry
13 75 (0.82%) HubSpot
14 63 (0.69%) Apple
15 59 (0.64%) CyberArk
15 59 (0.64%) Facebook
16 51 (0.56%) Informatica
17 47 (0.51%) Sage
18 46 (0.50%) VMware
19 44 (0.48%) Palo Alto