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

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 41
Rank change year-on-year +6 +28 +62
Permanent jobs citing AI 9,161 4,956 4,072
As % of all permanent jobs in the UK 8.65% 9.93% 4.90%
As % of the Processes & Methodologies category 11.76% 11.12% 6.04%
Number of salaries quoted 5,025 1,519 1,761
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,250 £45,000 £55,000
Median annual salary (50th Percentile) £71,000 £69,248 £72,500
Median % change year-on-year +2.53% -4.49% -3.33%
75th Percentile £95,000 £97,236 £95,000
90th Percentile £110,000 £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 77,887 44,584 67,368
As % of all permanent jobs advertised in the UK 73.57% 89.31% 81.13%
Number of salaries quoted 53,644 25,395 43,808
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,170 £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 £48,000 £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 10 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 10 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 8,125 £70,150 +0.21% 13,741
UK excluding London -3 5,326 £65,000 +13.04% 5,212
London +15 3,244 £85,000 -2.86% 9,706
Work from Home 0 2,904 £70,000 +16.67% 5,672
North of England +11 1,591 £65,500 +13.91% 1,256
South East -1 1,185 £61,000 +46.99% 1,248
Midlands -8 832 £56,350 -6.08% 555
North West +26 807 £67,500 +12.50% 795
South West +7 605 £62,500 +11.11% 594
West Midlands -4 546 £60,000 - 360
East of England +27 539 £60,000 -4.00% 566
Yorkshire 0 534 £65,000 +57.58% 335
East Midlands -14 285 £52,500 -16.00% 195
Scotland 0 263 £70,000 +7.69% 668
North East +3 250 £65,000 +126.74% 133
Wales +23 200 £65,000 +18.18% 120
Northern Ireland +7 135 £73,665 -15.81% 258

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
1 210 (2.29%) SharePoint
2 129 (1.41%) Apache Airflow
3 128 (1.40%) Apache Spark
4 96 (1.05%) Confluence
5 87 (0.95%) CMS
6 82 (0.90%) Apache
7 59 (0.64%) Microsoft Exchange
8 49 (0.53%) Jupyter
9 39 (0.43%) WordPress
10 31 (0.34%) SAS
11 25 (0.27%) Palantir Foundry
12 22 (0.24%) 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
1 889 (9.70%) 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 (0.065%) Trello
14 5 (0.055%) Camtasia
15 4 (0.044%) Sketch
Business Applications
1 80 (0.87%) Dynamics CRM
2 49 (0.53%) 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 (0.065%) 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%) Q-Pulse
Cloud Services
1 2,955 (32.26%) Azure
2 1,585 (17.30%) AWS
3 1,401 (15.29%) Power Platform
4 1,398 (15.26%) Azure AI
5 674 (7.36%) SaaS
6 602 (6.57%) GCP
7 407 (4.44%) GitHub
8 405 (4.42%) Microsoft 365
9 317 (3.46%) Azure DevOps
10 308 (3.36%) Microsoft Copilot
11 299 (3.26%) Snowflake
12 282 (3.08%) Serverless
13 241 (2.63%) Anthropic Claude
14 201 (2.19%) GitHub Copilot
15 193 (2.11%) Entra ID
16 192 (2.10%) Power Automate
17 185 (2.02%) Cloud Computing
18 163 (1.78%) Adobe Analytics
19 151 (1.65%) Azure Synapse Analytics
20 146 (1.59%) Amazon S3
Communications & Networking
1 313 (3.42%) Broadband
2 108 (1.18%) Internet
3 89 (0.97%) Firewall
4 88 (0.96%) Network Security
5 74 (0.81%) VPN
6 59 (0.64%) DNS
7 35 (0.38%) WAN
8 32 (0.35%) TCP/IP
9 27 (0.29%) BGP
9 27 (0.29%) VLAN
10 20 (0.22%) HTTP
11 19 (0.21%) MQTT
11 19 (0.21%) OSPF
12 18 (0.20%) DHCP
12 18 (0.20%) VoIP
13 15 (0.16%) Wireless
14 14 (0.15%) CTI
15 13 (0.14%) LAN
15 13 (0.14%) VXLAN
16 10 (0.11%) 5G
Database & Business Intelligence
1 1,144 (12.49%) Power BI
2 891 (9.73%) Tableau
3 282 (3.08%) MongoDB
4 252 (2.75%) Data Warehouse
5 228 (2.49%) SQL Server
6 220 (2.40%) PostgreSQL
7 200 (2.18%) Azure SQL Database
7 200 (2.18%) Data Lake
8 171 (1.87%) Metadata
9 149 (1.63%) NoSQL
10 117 (1.28%) Big Data
11 105 (1.15%) 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 55 (0.60%) Delta Lake
19 52 (0.57%) DynamoDB
Development Applications
1 313 (3.42%) Git
2 151 (1.65%) Claude Code
3 149 (1.63%) 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 (32.13%) Social Skills
2 1,941 (21.19%) Finance
3 951 (10.38%) Analytical Skills
4 731 (7.98%) Marketing
5 701 (7.65%) Inclusion and Diversity
6 505 (5.51%) Legal
7 475 (5.19%) Law
8 466 (5.09%) Public Sector
9 360 (3.93%) Banking
10 350 (3.82%) Retail
11 335 (3.66%) Games
12 223 (2.43%) Manufacturing
13 215 (2.35%) Influencing Skills
14 195 (2.13%) Organisational Skills
15 121 (1.32%) Financial Institution
16 119 (1.30%) Presentation Skills
17 116 (1.27%) Advertising
18 94 (1.03%) Telecoms
19 88 (0.96%) Legal Technology
20 70 (0.76%) Automotive
Job Titles
1 1,535 (16.76%) Senior
2 1,115 (12.17%) Analyst
3 986 (10.76%) Lead
4 894 (9.76%) Architect
5 885 (9.66%) Developer
6 793 (8.66%) Data Analyst
7 777 (8.48%) Junior
8 722 (7.88%) Junior Analyst
9 717 (7.83%) Junior Data Analyst
10 709 (7.74%) Artificial Intelligence Engineer
11 580 (6.33%) Software Engineer
12 374 (4.08%) Data Engineer
13 371 (4.05%) Consultant
14 359 (3.92%) Solutions Architect
15 242 (2.64%) Data Scientist
16 233 (2.54%) Python Engineer
17 223 (2.43%) Senior Manager
18 207 (2.26%) .NET Developer
19 200 (2.18%) Artificial Intelligence Architect
20 197 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 507 (5.53%) React
2 452 (4.93%) .NET
3 254 (2.77%) Node.js
4 249 (2.72%) REST
5 240 (2.62%) CSS
6 232 (2.53%) HTML
7 229 (2.50%) LangChain
8 212 (2.31%) RESTful
9 205 (2.24%) ASP.NET
10 190 (2.07%) 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
15 140 (1.53%) TensorFlow
16 125 (1.36%) Blazor
16 125 (1.36%) Next.js
16 125 (1.36%) scikit-learn
17 124 (1.35%) FastAPI
18 121 (1.32%) PySpark
Miscellaneous
1 648 (7.07%) Cloud Native
2 578 (6.31%) AI Agents
3 377 (4.12%) Onboarding
4 294 (3.21%) Distributed Systems
5 291 (3.18%) Social Media
6 281 (3.07%) Product Ownership
7 210 (2.29%) Algorithms
8 177 (1.93%) Self-Motivation
9 168 (1.83%) Management Information System
10 158 (1.72%) Blog
11 142 (1.55%) Low-Code
12 141 (1.54%) Robotics
13 124 (1.35%) Data Centre
13 124 (1.35%) Enterprise Software
14 101 (1.10%) Mobile App
15 99 (1.08%) Legacy Systems
16 95 (1.04%) Greenfield Project
17 89 (0.97%) Virtual Team
18 83 (0.91%) Cyber Threat
19 79 (0.86%) Marketing Technology
Operating Systems
1 207 (2.26%) Linux
2 203 (2.22%) Windows
3 74 (0.81%) Android
4 64 (0.70%) Windows Server
5 49 (0.53%) 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 (0.065%) 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 1,975 (21.56%) Machine Learning
2 1,916 (20.91%) Analytics
3 1,594 (17.40%) Agile
4 1,347 (14.70%) Business Intelligence
5 1,334 (14.56%) Roadmaps
6 1,317 (14.38%) Software Engineering
7 1,305 (14.25%) CI/CD
8 1,127 (12.30%) Problem-Solving
9 1,090 (11.90%) Continuous Improvement
10 1,055 (11.52%) Decision-Making
11 1,040 (11.35%) LLM
12 971 (10.60%) Mentoring
13 917 (10.01%) DevOps
14 811 (8.85%) Generative AI
15 801 (8.74%) Data Science
16 727 (7.94%) Full-Stack Development
17 720 (7.86%) Stakeholder Management
18 603 (6.58%) Data Engineering
19 573 (6.25%) Data Modelling
20 563 (6.15%) Cybersecurity
Programming Languages
1 3,071 (33.52%) Python
2 1,927 (21.03%) SQL
3 535 (5.84%) JavaScript
4 530 (5.79%) C#
5 440 (4.80%) 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 67 (0.73%) PHP
13 66 (0.72%) C
14 60 (0.65%) Scala
15 58 (0.63%) R
16 50 (0.55%) Rust
17 48 (0.52%) Ruby
18 47 (0.51%) Kotlin
19 38 (0.41%) Data Analysis Expressions
20 27 (0.29%) Kusto Query Language
Qualifications
1 1,150 (12.55%) Azure Certification
2 973 (10.62%) Degree
3 604 (6.59%) Security Cleared
4 351 (3.83%) SC Cleared
5 260 (2.84%) Computer Science Degree
6 191 (2.08%) Master's Degree
7 179 (1.95%) AWS Certification
8 178 (1.94%) DV Cleared
9 126 (1.38%) CISSP
10 113 (1.23%) 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 (0.53%) AWS Certified Cloud Practitioner
20 43 (0.47%) BPSS Clearance
Quality Assurance & Compliance
1 479 (5.23%) Data Quality
2 427 (4.66%) Accessibility
3 310 (3.38%) QA
4 272 (2.97%) GDPR
5 149 (1.63%) ISO/IEC 27001
6 107 (1.17%) GRC
6 107 (1.17%) NIST
7 81 (0.88%) WCAG
8 75 (0.82%) SLA
9 51 (0.56%) California Consumer Privacy Act
10 49 (0.53%) Cyber Essentials
11 36 (0.39%) PMO
12 32 (0.35%) IFRS
13 30 (0.33%) PCI DSS
14 25 (0.27%) Cyber Essentials PLUS
14 25 (0.27%) NCSC
15 24 (0.26%) EU AI Act
16 22 (0.24%) HIPAA
16 22 (0.24%) SOC 2
17 21 (0.23%) Actionable Recommendations
System Software
1 522 (5.70%) Docker
2 161 (1.76%) 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 (0.065%) 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
1 526 (5.74%) 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 (0.065%) Control-M
14 6 (0.065%) Hadoop YARN
15 5 (0.055%) Microsoft Clustering
15 5 (0.055%) Packer
15 5 (0.055%) SCCM
Vendors
1 2,238 (24.43%) Microsoft
2 437 (4.77%) Databricks
3 363 (3.96%) Google
4 256 (2.79%) OpenAI
5 244 (2.66%) Adobe
6 156 (1.70%) Salesforce
7 128 (1.40%) Dell
8 122 (1.33%) Oracle
9 119 (1.30%) 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 60 (0.65%) Facebook
16 59 (0.64%) CyberArk
17 50 (0.55%) Informatica
18 46 (0.50%) Sage
18 46 (0.50%) VMware
19 44 (0.48%) Palo Alto