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

6 months to
7 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 41
Rank change year-on-year +6 +28 +62
Permanent jobs citing AI 9,084 4,949 4,065
As % of all permanent jobs in the UK 8.65% 9.98% 4.87%
As % of the Processes & Methodologies category 11.75% 11.16% 6.01%
Number of salaries quoted 5,002 1,541 1,750
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,250 £45,000 £54,000
Median annual salary (50th Percentile) £70,876 £68,500 £71,996
Median % change year-on-year +3.47% -4.86% -4.01%
75th Percentile £95,000 £96,250 £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 77,301 44,356 67,625
As % of all permanent jobs advertised in the UK 73.63% 89.43% 81.01%
Number of salaries quoted 53,282 25,229 44,135
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 £48,500 £50,000
% change year-on-year +13.40% -3.00% -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 7 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 7 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 8,069 £70,325 +0.46% 8,138
UK excluding London -3 5,280 £65,000 +13.04% 3,133
London +15 3,219 £85,000 -2.86% 5,574
Work from Home 0 2,886 £70,000 +16.67% 3,041
North of England +11 1,581 £65,500 +19.09% 775
South East -1 1,176 £61,000 +43.53% 862
Midlands -9 830 £56,350 -6.08% 365
North West +26 806 £67,500 +12.50% 490
South West +6 599 £62,500 +8.70% 370
West Midlands -4 545 £60,000 - 246
East of England +26 534 £60,000 -6.98% 348
Yorkshire -1 532 £65,000 +73.33% 204
East Midlands -16 284 £52,500 -12.50% 119
Scotland -2 258 £70,000 +7.69% 290
North East +1 243 £65,000 +151.60% 84
Wales +19 192 £65,000 +18.18% 77
Northern Ireland +8 134 £73,665 -15.81% 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
1 206 (2.27%) SharePoint
2 128 (1.41%) Apache Airflow
3 126 (1.39%) Apache Spark
4 90 (0.99%) Confluence
5 82 (0.90%) Apache
5 82 (0.90%) CMS
6 56 (0.62%) Microsoft Exchange
7 49 (0.54%) Jupyter
8 39 (0.43%) WordPress
9 32 (0.35%) SAS
10 25 (0.28%) Palantir Foundry
11 24 (0.26%) ArcGIS
12 10 (0.11%) Camunda
13 9 (0.099%) Sitecore CMS
14 8 (0.088%) OpenStack
15 7 (0.077%) Adobe Experience Manager
15 7 (0.077%) Headless CMS
15 7 (0.077%) Oracle SOA Suite
16 5 (0.055%) Apache Pig
16 5 (0.055%) nginx
Applications
1 878 (9.67%) Microsoft Excel
2 119 (1.31%) Chatbot
3 91 (1.00%) Microsoft Office
4 55 (0.61%) Microsoft PowerPoint
5 43 (0.47%) UserZoom
6 32 (0.35%) 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 (0.15%) InDesign
10 10 (0.11%) Simulink
11 8 (0.088%) Adobe Premiere
11 8 (0.088%) LaTeX
12 7 (0.077%) 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 77 (0.85%) Dynamics CRM
2 49 (0.54%) 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 (0.099%) Payment Gateway
8 8 (0.088%) Distributed Ledger
8 8 (0.088%) Relativity
8 8 (0.088%) Sage 50
8 8 (0.088%) SAP MDG
9 6 (0.066%) 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%) Oracle EBS
12 3 (0.033%) Salesforce CRM
12 3 (0.033%) SAP Business One
Cloud Services
1 2,940 (32.36%) Azure
2 1,562 (17.20%) AWS
3 1,404 (15.46%) Power Platform
4 1,397 (15.38%) Azure AI
5 666 (7.33%) SaaS
6 587 (6.46%) GCP
7 404 (4.45%) Microsoft 365
8 400 (4.40%) GitHub
9 316 (3.48%) Azure DevOps
10 308 (3.39%) Microsoft Copilot
11 297 (3.27%) Snowflake
12 279 (3.07%) Serverless
13 237 (2.61%) Anthropic Claude
14 195 (2.15%) GitHub Copilot
15 194 (2.14%) Entra ID
16 191 (2.10%) Power Automate
17 187 (2.06%) Cloud Computing
18 171 (1.88%) Adobe Analytics
19 152 (1.67%) Azure Synapse Analytics
20 143 (1.57%) Amazon S3
Communications & Networking
1 321 (3.53%) Broadband
2 108 (1.19%) Internet
3 87 (0.96%) Firewall
4 85 (0.94%) Network Security
5 74 (0.81%) 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%) HTTP
10 19 (0.21%) MQTT
10 19 (0.21%) OSPF
11 18 (0.20%) DHCP
11 18 (0.20%) VoIP
12 15 (0.17%) 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 1,149 (12.65%) Power BI
2 892 (9.82%) Tableau
3 282 (3.10%) MongoDB
4 250 (2.75%) Data Warehouse
5 231 (2.54%) SQL Server
6 216 (2.38%) PostgreSQL
7 200 (2.20%) Azure SQL Database
8 199 (2.19%) Data Lake
9 169 (1.86%) Metadata
10 143 (1.57%) NoSQL
11 116 (1.28%) Big Data
12 103 (1.13%) Relational Database
13 98 (1.08%) MySQL
14 87 (0.96%) BigQuery
15 68 (0.75%) Elasticsearch
16 64 (0.70%) Redis
17 58 (0.64%) Looker
18 57 (0.63%) Amazon Redshift
19 55 (0.61%) Delta Lake
20 52 (0.57%) Star Schema
Development Applications
1 312 (3.43%) Git
2 150 (1.65%) Claude Code
3 143 (1.57%) JIRA
4 113 (1.24%) Jenkins
5 90 (0.99%) GitLab
6 66 (0.73%) MLflow
7 51 (0.56%) Visual Studio Code
8 39 (0.43%) 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
17 10 (0.11%) SpecFlow
General
1 2,920 (32.14%) Social Skills
2 1,902 (20.94%) Finance
3 923 (10.16%) Analytical Skills
4 711 (7.83%) Marketing
5 676 (7.44%) Inclusion and Diversity
6 498 (5.48%) Legal
7 461 (5.07%) Law
8 455 (5.01%) Public Sector
9 357 (3.93%) Banking
10 346 (3.81%) Games
11 342 (3.76%) Retail
12 216 (2.38%) Manufacturing
13 211 (2.32%) Influencing Skills
14 191 (2.10%) Organisational Skills
15 119 (1.31%) Financial Institution
16 118 (1.30%) Presentation Skills
17 114 (1.25%) Advertising
18 91 (1.00%) Telecoms
19 88 (0.97%) Legal Technology
20 71 (0.78%) Automotive
Job Titles
1 1,516 (16.69%) Senior
2 1,112 (12.24%) Analyst
3 973 (10.71%) Lead
4 885 (9.74%) Developer
5 884 (9.73%) Architect
6 792 (8.72%) Data Analyst
7 775 (8.53%) Junior
8 722 (7.95%) Junior Analyst
9 717 (7.89%) Junior Data Analyst
10 702 (7.73%) Artificial Intelligence Engineer
11 573 (6.31%) Software Engineer
12 369 (4.06%) Consultant
13 368 (4.05%) Data Engineer
14 353 (3.89%) Solutions Architect
15 240 (2.64%) Data Scientist
16 233 (2.56%) Python Engineer
17 220 (2.42%) Senior Manager
18 207 (2.28%) .NET Developer
19 198 (2.18%) Artificial Intelligence Architect
20 195 (2.15%) Data Architect
Libraries, Frameworks & Software Standards
1 506 (5.57%) React
2 448 (4.93%) .NET
3 250 (2.75%) Node.js
4 246 (2.71%) REST
5 239 (2.63%) CSS
6 229 (2.52%) HTML
7 224 (2.47%) LangChain
8 210 (2.31%) RESTful
9 205 (2.26%) ASP.NET
10 187 (2.06%) ASP.NET Core
10 187 (2.06%) PyTorch
11 184 (2.03%) Kafka
12 178 (1.96%) .NET Core
13 156 (1.72%) ML.NET
14 135 (1.49%) TensorFlow
15 126 (1.39%) FastAPI
15 126 (1.39%) Next.js
16 125 (1.38%) Blazor
17 123 (1.35%) scikit-learn
18 122 (1.34%) PySpark
Miscellaneous
1 637 (7.01%) Cloud Native
2 561 (6.18%) AI Agents
3 368 (4.05%) Onboarding
4 295 (3.25%) Social Media
5 291 (3.20%) Distributed Systems
6 275 (3.03%) Product Ownership
7 210 (2.31%) Algorithms
8 173 (1.90%) Self-Motivation
9 167 (1.84%) Management Information System
10 150 (1.65%) Blog
11 141 (1.55%) Low-Code
12 140 (1.54%) Robotics
13 127 (1.40%) Data Centre
14 124 (1.37%) Enterprise Software
15 100 (1.10%) Mobile App
16 98 (1.08%) Legacy Systems
17 93 (1.02%) Greenfield Project
18 88 (0.97%) Virtual Team
19 82 (0.90%) Cyber Threat
20 79 (0.87%) IoT
Operating Systems
1 208 (2.29%) Linux
2 201 (2.21%) Windows
3 72 (0.79%) Android
4 66 (0.73%) Windows Server
5 46 (0.51%) Apple iOS
6 23 (0.25%) VMS
7 16 (0.18%) Mac OS
7 16 (0.18%) 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 1,944 (21.40%) Machine Learning
2 1,905 (20.97%) Analytics
3 1,581 (17.40%) Agile
4 1,344 (14.80%) Business Intelligence
5 1,330 (14.64%) Roadmaps
6 1,298 (14.29%) Software Engineering
7 1,289 (14.19%) CI/CD
8 1,107 (12.19%) Problem-Solving
9 1,075 (11.83%) Continuous Improvement
10 1,045 (11.50%) Decision-Making
11 1,021 (11.24%) LLM
12 959 (10.56%) Mentoring
13 909 (10.01%) DevOps
14 802 (8.83%) Generative AI
15 788 (8.67%) Data Science
16 726 (7.99%) Full-Stack Development
17 703 (7.74%) Stakeholder Management
18 593 (6.53%) Data Engineering
19 569 (6.26%) Data Modelling
20 552 (6.08%) Cybersecurity
Programming Languages
1 3,052 (33.60%) Python
2 1,905 (20.97%) SQL
3 533 (5.87%) JavaScript
4 526 (5.79%) C#
5 436 (4.80%) TypeScript
6 396 (4.36%) Java
7 186 (2.05%) C++
8 138 (1.52%) PowerShell
9 100 (1.10%) Bash
10 93 (1.02%) Go
11 75 (0.83%) Bicep
12 68 (0.75%) PHP
13 66 (0.73%) C
14 57 (0.63%) R
14 57 (0.63%) Scala
15 50 (0.55%) Rust
16 47 (0.52%) Kotlin
16 47 (0.52%) Ruby
17 38 (0.42%) Data Analysis Expressions
18 27 (0.30%) Kusto Query Language
Qualifications
1 1,149 (12.65%) Azure Certification
2 961 (10.58%) Degree
3 596 (6.56%) Security Cleared
4 345 (3.80%) SC Cleared
5 256 (2.82%) Computer Science Degree
6 183 (2.01%) Master's Degree
7 177 (1.95%) AWS Certification
8 176 (1.94%) DV Cleared
9 124 (1.37%) CISSP
10 110 (1.21%) PhD
11 94 (1.03%) ACCA
12 90 (0.99%) CISM
13 80 (0.88%) Microsoft Certification
14 75 (0.83%) CIMA
15 66 (0.73%) AWS Certified Solutions Architect
15 66 (0.73%) DBS Check
16 58 (0.64%) A+ Certification
17 57 (0.63%) Network+ Certification
18 48 (0.53%) AWS Certified Cloud Practitioner
19 43 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 472 (5.20%) Data Quality
2 436 (4.80%) Accessibility
3 305 (3.36%) QA
4 269 (2.96%) GDPR
5 145 (1.60%) ISO/IEC 27001
6 104 (1.14%) GRC
7 101 (1.11%) NIST
8 81 (0.89%) WCAG
9 76 (0.84%) SLA
10 51 (0.56%) California Consumer Privacy Act
11 49 (0.54%) Cyber Essentials
12 36 (0.40%) PMO
13 34 (0.37%) IFRS
14 30 (0.33%) PCI DSS
15 25 (0.28%) Cyber Essentials PLUS
16 24 (0.26%) EU AI Act
17 22 (0.24%) HIPAA
17 22 (0.24%) NCSC
17 22 (0.24%) SOC 2
18 21 (0.23%) ISO/IEC 42001
System Software
1 514 (5.66%) Docker
2 159 (1.75%) Active Directory
3 98 (1.08%) Virtual Machines
4 39 (0.43%) VMware Infrastructure
5 23 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 17 (0.19%) vSphere
8 15 (0.17%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.088%) 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
1 518 (5.70%) Kubernetes
2 411 (4.52%) Terraform
3 132 (1.45%) Microsoft Intune
4 74 (0.81%) Ansible
5 63 (0.69%) Grafana
6 55 (0.61%) Prometheus
7 24 (0.26%) Puppet
8 20 (0.22%) Argo
9 19 (0.21%) Single Sign-On
10 18 (0.20%) Kubeflow
11 17 (0.19%) Podman
12 13 (0.14%) Progress Chef
13 11 (0.12%) Istio
14 7 (0.077%) Check_MK
14 7 (0.077%) Nagios
15 6 (0.066%) Control-M
15 6 (0.066%) Hadoop YARN
16 5 (0.055%) Microsoft Clustering
16 5 (0.055%) Packer
16 5 (0.055%) SCCM
Vendors
1 2,223 (24.47%) Microsoft
2 432 (4.76%) Databricks
3 348 (3.83%) Google
4 249 (2.74%) Adobe
4 249 (2.74%) OpenAI
5 154 (1.70%) Salesforce
6 132 (1.45%) Dell
7 121 (1.33%) Oracle
8 120 (1.32%) SAP
9 114 (1.25%) Cisco
10 109 (1.20%) ServiceNow
11 91 (1.00%) Foundry
12 74 (0.81%) HubSpot
13 61 (0.67%) Apple
14 59 (0.65%) CyberArk
15 58 (0.64%) Facebook
16 51 (0.56%) Informatica
17 46 (0.51%) Sage
18 45 (0.50%) VMware
19 44 (0.48%) Palo Alto