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

6 months to
6 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 41
Rank change year-on-year +6 +28 +63
Permanent jobs citing AI 9,018 4,943 4,071
As % of all permanent jobs in the UK 8.62% 9.97% 4.86%
As % of the Processes & Methodologies category 11.72% 11.15% 6.00%
Number of salaries quoted 4,983 1,538 1,758
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,275 £45,000 £54,000
Median annual salary (50th Percentile) £71,121 £68,750 £71,996
Median % change year-on-year +3.45% -4.51% -4.01%
75th Percentile £95,000 £97,236 £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 76,965 44,351 67,835
As % of all permanent jobs advertised in the UK 73.55% 89.45% 81.04%
Number of salaries quoted 53,101 25,205 44,372
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,500 £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 £48,750 £50,000
% change year-on-year +12.82% -2.50% -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 6 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 6 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 8,016 £70,752 +1.07% 8,122
UK excluding London -3 5,240 £65,000 +13.04% 3,136
London +16 3,198 £85,000 -2.86% 5,562
Work from Home 0 2,873 £70,000 +16.67% 3,055
North of England +11 1,574 £65,500 +19.09% 758
South East -2 1,165 £62,500 +47.06% 869
Midlands -9 824 £56,850 -5.25% 372
North West +27 796 £67,500 +12.50% 480
South West +6 598 £62,500 +8.70% 373
West Midlands -4 539 £60,000 - 247
Yorkshire +1 537 £65,000 +73.33% 197
East of England +26 528 £60,000 -6.98% 352
East Midlands -15 284 £52,500 -16.00% 125
Scotland -2 255 £70,000 +7.69% 292
North East +2 241 £65,000 +126.74% 84
Wales +17 185 £65,000 +18.18% 74
Northern Ireland +7 135 £74,830 -14.48% 87

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
1 204 (2.26%) SharePoint
2 126 (1.40%) Apache Airflow
2 126 (1.40%) Apache Spark
3 89 (0.99%) Confluence
4 81 (0.90%) Apache
5 80 (0.89%) CMS
6 57 (0.63%) Microsoft Exchange
7 50 (0.55%) Jupyter
8 39 (0.43%) WordPress
9 32 (0.35%) SAS
10 25 (0.28%) Palantir Foundry
11 24 (0.27%) ArcGIS
12 10 (0.11%) Camunda
13 9 (0.100%) Sitecore CMS
14 8 (0.089%) OpenStack
15 7 (0.078%) Adobe Experience Manager
15 7 (0.078%) Headless CMS
15 7 (0.078%) Oracle SOA Suite
16 5 (0.055%) Apache Pig
16 5 (0.055%) nginx
Applications
1 869 (9.64%) Microsoft Excel
2 119 (1.32%) Chatbot
3 89 (0.99%) Microsoft Office
4 56 (0.62%) Microsoft PowerPoint
5 43 (0.48%) UserZoom
6 31 (0.34%) MS Visio
7 20 (0.22%) 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 (0.16%) InDesign
10 10 (0.11%) Simulink
11 8 (0.089%) LaTeX
12 7 (0.078%) Adobe Premiere
12 7 (0.078%) SPSS
13 5 (0.055%) Camtasia
13 5 (0.055%) Microsoft Project
14 4 (0.044%) Sketch
14 4 (0.044%) Trello
Business Applications
1 76 (0.84%) Dynamics CRM
2 49 (0.54%) SAP S/4HANA
3 28 (0.31%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Shopify
7 9 (0.100%) Payment Gateway
8 8 (0.089%) Distributed Ledger
8 8 (0.089%) Relativity
8 8 (0.089%) Sage 50
8 8 (0.089%) SAP MDG
9 6 (0.067%) Dynamics NAV
10 5 (0.055%) Elite 3E
10 5 (0.055%) Oracle ERP
11 4 (0.044%) Carpe Diem
11 4 (0.044%) Dynamics AX
11 4 (0.044%) Sage 200
12 3 (0.033%) Magento
12 3 (0.033%) Q-Pulse
12 3 (0.033%) Salesforce CRM
Cloud Services
1 2,930 (32.49%) Azure
2 1,553 (17.22%) AWS
3 1,398 (15.50%) Power Platform
4 1,395 (15.47%) Azure AI
5 655 (7.26%) SaaS
6 581 (6.44%) GCP
7 399 (4.42%) Microsoft 365
8 396 (4.39%) GitHub
9 315 (3.49%) Azure DevOps
10 305 (3.38%) Microsoft Copilot
11 291 (3.23%) Snowflake
12 277 (3.07%) Serverless
13 233 (2.58%) Anthropic Claude
14 193 (2.14%) Entra ID
14 193 (2.14%) GitHub Copilot
15 187 (2.07%) Cloud Computing
15 187 (2.07%) Power Automate
16 171 (1.90%) Adobe Analytics
17 151 (1.67%) Azure Synapse Analytics
18 140 (1.55%) Amazon S3
Communications & Networking
1 321 (3.56%) Broadband
2 108 (1.20%) Internet
3 86 (0.95%) Firewall
4 84 (0.93%) Network Security
5 75 (0.83%) VPN
6 59 (0.65%) DNS
7 36 (0.40%) WAN
8 30 (0.33%) TCP/IP
9 27 (0.30%) BGP
9 27 (0.30%) VLAN
10 19 (0.21%) MQTT
10 19 (0.21%) OSPF
11 18 (0.20%) DHCP
11 18 (0.20%) HTTP
11 18 (0.20%) VoIP
12 15 (0.17%) CTI
12 15 (0.17%) Wireless
13 13 (0.14%) LAN
13 13 (0.14%) VXLAN
14 10 (0.11%) 5G
Database & Business Intelligence
1 1,145 (12.70%) Power BI
2 892 (9.89%) Tableau
3 280 (3.10%) MongoDB
4 248 (2.75%) Data Warehouse
5 231 (2.56%) SQL Server
6 211 (2.34%) PostgreSQL
7 200 (2.22%) Azure SQL Database
8 198 (2.20%) Data Lake
9 165 (1.83%) Metadata
10 142 (1.57%) NoSQL
11 115 (1.28%) Big Data
12 102 (1.13%) Relational Database
13 98 (1.09%) MySQL
14 87 (0.96%) BigQuery
15 68 (0.75%) Elasticsearch
16 61 (0.68%) Redis
17 57 (0.63%) Looker
18 56 (0.62%) Amazon Redshift
19 54 (0.60%) Delta Lake
20 51 (0.57%) Star Schema
Development Applications
1 308 (3.42%) Git
2 150 (1.66%) Claude Code
3 142 (1.57%) JIRA
4 113 (1.25%) Jenkins
5 91 (1.01%) GitLab
6 67 (0.74%) MLflow
7 51 (0.57%) Visual Studio Code
8 40 (0.44%) Selenium
9 32 (0.35%) JUnit
10 27 (0.30%) IBM UrbanCode
10 27 (0.30%) Postman
10 27 (0.30%) Snyk
11 26 (0.29%) Maven
12 22 (0.24%) Cypress.io
13 15 (0.17%) Mockito
14 13 (0.14%) Vite
15 12 (0.13%) Spock
16 11 (0.12%) Cucumber
16 11 (0.12%) JMeter
16 11 (0.12%) SpecFlow
General
1 2,899 (32.15%) Social Skills
2 1,868 (20.71%) Finance
3 903 (10.01%) Analytical Skills
4 698 (7.74%) Marketing
5 661 (7.33%) Inclusion and Diversity
6 494 (5.48%) Legal
7 453 (5.02%) Public Sector
8 451 (5.00%) Law
9 354 (3.93%) Banking
10 349 (3.87%) Games
11 339 (3.76%) Retail
12 211 (2.34%) Manufacturing
13 206 (2.28%) Influencing Skills
14 190 (2.11%) Organisational Skills
15 118 (1.31%) Financial Institution
16 115 (1.28%) Advertising
16 115 (1.28%) Presentation Skills
17 90 (1.00%) Telecoms
18 88 (0.98%) Legal Technology
19 71 (0.79%) Automotive
Job Titles
1 1,501 (16.64%) Senior
2 1,106 (12.26%) Analyst
3 965 (10.70%) Lead
4 888 (9.85%) Developer
5 880 (9.76%) Architect
6 791 (8.77%) Data Analyst
7 773 (8.57%) Junior
8 721 (8.00%) Junior Analyst
9 716 (7.94%) Junior Data Analyst
10 700 (7.76%) Artificial Intelligence Engineer
11 568 (6.30%) Software Engineer
12 369 (4.09%) Data Engineer
13 362 (4.01%) Consultant
14 351 (3.89%) Solutions Architect
15 240 (2.66%) Data Scientist
16 233 (2.58%) Python Engineer
17 216 (2.40%) Senior Manager
18 207 (2.30%) .NET Developer
19 197 (2.18%) Artificial Intelligence Architect
20 193 (2.14%) Data Architect
Libraries, Frameworks & Software Standards
1 504 (5.59%) React
2 448 (4.97%) .NET
3 251 (2.78%) Node.js
4 249 (2.76%) REST
5 239 (2.65%) CSS
6 229 (2.54%) HTML
7 225 (2.50%) LangChain
8 210 (2.33%) RESTful
9 205 (2.27%) ASP.NET
10 187 (2.07%) ASP.NET Core
11 185 (2.05%) PyTorch
12 184 (2.04%) Kafka
13 178 (1.97%) .NET Core
14 156 (1.73%) ML.NET
15 134 (1.49%) TensorFlow
16 127 (1.41%) FastAPI
17 126 (1.40%) Next.js
18 124 (1.38%) Blazor
19 123 (1.36%) scikit-learn
20 119 (1.32%) PySpark
Miscellaneous
1 635 (7.04%) Cloud Native
2 552 (6.12%) AI Agents
3 355 (3.94%) Onboarding
4 293 (3.25%) Social Media
5 290 (3.22%) Distributed Systems
6 275 (3.05%) Product Ownership
7 208 (2.31%) Algorithms
8 172 (1.91%) Self-Motivation
9 162 (1.80%) Management Information System
10 146 (1.62%) Blog
11 139 (1.54%) Low-Code
11 139 (1.54%) Robotics
12 125 (1.39%) Data Centre
13 123 (1.36%) Enterprise Software
14 100 (1.11%) Mobile App
15 99 (1.10%) Legacy Systems
16 92 (1.02%) Greenfield Project
17 88 (0.98%) Virtual Team
18 82 (0.91%) Cyber Threat
19 79 (0.88%) IoT
Operating Systems
1 208 (2.31%) Linux
2 200 (2.22%) Windows
3 72 (0.80%) Android
4 65 (0.72%) Windows Server
5 46 (0.51%) Apple iOS
6 22 (0.24%) VMS
7 16 (0.18%) Mac OS
7 16 (0.18%) Unix
8 13 (0.14%) Ubuntu
9 6 (0.067%) 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 1,930 (21.40%) Machine Learning
2 1,893 (20.99%) Analytics
3 1,572 (17.43%) Agile
4 1,331 (14.76%) Business Intelligence
5 1,319 (14.63%) Roadmaps
6 1,286 (14.26%) CI/CD
7 1,285 (14.25%) Software Engineering
8 1,097 (12.16%) Problem-Solving
9 1,068 (11.84%) Continuous Improvement
10 1,042 (11.55%) Decision-Making
11 1,007 (11.17%) LLM
12 957 (10.61%) Mentoring
13 911 (10.10%) DevOps
14 797 (8.84%) Generative AI
15 779 (8.64%) Data Science
16 724 (8.03%) Full-Stack Development
17 688 (7.63%) Stakeholder Management
18 591 (6.55%) Data Engineering
19 565 (6.27%) Data Modelling
20 546 (6.05%) Cybersecurity
Programming Languages
1 3,041 (33.72%) Python
2 1,892 (20.98%) SQL
3 530 (5.88%) JavaScript
4 527 (5.84%) C#
5 431 (4.78%) TypeScript
6 397 (4.40%) Java
7 185 (2.05%) C++
8 135 (1.50%) PowerShell
9 101 (1.12%) Bash
10 93 (1.03%) Go
11 73 (0.81%) Bicep
12 67 (0.74%) PHP
13 65 (0.72%) C
14 56 (0.62%) Scala
15 55 (0.61%) R
16 50 (0.55%) Rust
17 47 (0.52%) Kotlin
18 46 (0.51%) Ruby
19 38 (0.42%) Data Analysis Expressions
20 27 (0.30%) Kusto Query Language
Qualifications
1 1,147 (12.72%) Azure Certification
2 944 (10.47%) Degree
3 588 (6.52%) Security Cleared
4 340 (3.77%) SC Cleared
5 248 (2.75%) Computer Science Degree
6 178 (1.97%) AWS Certification
7 175 (1.94%) Master's Degree
8 173 (1.92%) DV Cleared
9 124 (1.38%) CISSP
10 108 (1.20%) PhD
11 92 (1.02%) ACCA
12 90 (1.00%) CISM
13 78 (0.86%) Microsoft Certification
14 74 (0.82%) CIMA
15 68 (0.75%) DBS Check
16 66 (0.73%) AWS Certified Solutions Architect
17 58 (0.64%) A+ Certification
18 57 (0.63%) Network+ Certification
19 48 (0.53%) AWS Certified Cloud Practitioner
20 43 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 462 (5.12%) Data Quality
2 436 (4.83%) Accessibility
3 301 (3.34%) QA
4 265 (2.94%) GDPR
5 141 (1.56%) ISO/IEC 27001
6 102 (1.13%) GRC
7 98 (1.09%) NIST
8 82 (0.91%) WCAG
9 75 (0.83%) SLA
10 51 (0.57%) California Consumer Privacy Act
11 48 (0.53%) Cyber Essentials
12 36 (0.40%) PMO
13 34 (0.38%) IFRS
14 30 (0.33%) PCI DSS
15 25 (0.28%) Cyber Essentials PLUS
15 25 (0.28%) EU AI Act
16 22 (0.24%) HIPAA
16 22 (0.24%) NCSC
16 22 (0.24%) SOC 2
17 21 (0.23%) ISO/IEC 42001
System Software
1 513 (5.69%) Docker
2 157 (1.74%) Active Directory
3 98 (1.09%) Virtual Machines
4 38 (0.42%) VMware Infrastructure
5 22 (0.24%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.19%) vSphere
8 14 (0.16%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.089%) Ceph
11 6 (0.067%) 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
1 518 (5.74%) Kubernetes
2 408 (4.52%) Terraform
3 131 (1.45%) Microsoft Intune
4 73 (0.81%) Ansible
5 64 (0.71%) Grafana
6 57 (0.63%) Prometheus
7 24 (0.27%) Puppet
8 21 (0.23%) Argo
9 18 (0.20%) Kubeflow
9 18 (0.20%) Single Sign-On
10 17 (0.19%) Podman
11 13 (0.14%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.078%) Check_MK
13 7 (0.078%) Nagios
14 6 (0.067%) Control-M
14 6 (0.067%) Hadoop YARN
15 5 (0.055%) Autotask
15 5 (0.055%) Microsoft Clustering
15 5 (0.055%) Proxmox
Vendors
1 2,202 (24.42%) Microsoft
2 424 (4.70%) Databricks
3 333 (3.69%) Google
4 248 (2.75%) Adobe
5 245 (2.72%) OpenAI
6 151 (1.67%) Salesforce
7 131 (1.45%) Dell
8 121 (1.34%) Oracle
9 120 (1.33%) SAP
10 113 (1.25%) Cisco
11 108 (1.20%) ServiceNow
12 91 (1.01%) Foundry
13 71 (0.79%) HubSpot
14 60 (0.67%) Apple
14 60 (0.67%) CyberArk
15 54 (0.60%) Facebook
16 51 (0.57%) Informatica
17 45 (0.50%) VMware
18 44 (0.49%) Palo Alto
18 44 (0.49%) Sage