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

6 months to
6 Jul 2026
Same period 2025 Same period 2024
Rank 9 14 49
Rank change year-on-year +5 +35 +66
Permanent jobs citing AI 7,919 4,710 4,579
As % of all permanent jobs in the UK 8.13% 9.82% 4.40%
As % of the Processes & Methodologies category 11.05% 10.80% 5.35%
Number of salaries quoted 4,362 1,508 2,164
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,295 £70,000
Median % change year-on-year +5.59% -5.29% -6.67%
75th Percentile £95,000 £96,250 £92,500
90th Percentile £110,000 £117,500 £114,250
UK excluding London median annual salary £62,500 £63,908 £60,653
% change year-on-year -2.20% +5.37% -10.14%

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 71,660 43,627 85,517
As % of all permanent jobs advertised in the UK 73.61% 90.93% 82.16%
Number of salaries quoted 49,530 24,205 60,378
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £54,000 £50,000 £50,000
% change year-on-year +8.00% - -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 6 July 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 July 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 7,129 £70,000 +5.52% 5,187
UK excluding London -3 4,720 £62,500 -2.20% 2,607
London +17 2,698 £85,000 -5.56% 3,098
Work from Home -2 2,492 £70,000 +5.74% 2,538
North of England +13 1,474 £67,500 +28.57% 690
South East -3 1,070 £60,000 +33.33% 840
Midlands -7 745 £55,000 -7.76% 320
North West +30 727 £70,000 +19.66% 421
Yorkshire -1 541 £65,000 +153.66% 194
South West +2 519 £62,000 +3.33% 278
East of England +19 506 £60,000 -9.39% 212
West Midlands -5 467 £57,500 - 207
East Midlands -16 277 £52,500 -14.29% 113
Scotland 0 222 £70,000 +7.69% 179
North East -1 206 £65,000 +106.35% 78
Wales +21 146 £60,000 -11.44% 59
Northern Ireland +3 68 £74,830 -14.48% 62

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
1 148 (1.87%) SharePoint
2 117 (1.48%) Apache Airflow
3 105 (1.33%) Apache Spark
4 75 (0.95%) CMS
5 70 (0.88%) Confluence
6 63 (0.80%) Jupyter
7 55 (0.69%) Apache
8 44 (0.56%) Microsoft Exchange
9 39 (0.49%) WordPress
10 27 (0.34%) ArcGIS
10 27 (0.34%) Palantir Foundry
11 26 (0.33%) SAS
12 8 (0.10%) Sitecore CMS
13 7 (0.088%) Headless CMS
14 6 (0.076%) Camunda
15 5 (0.063%) ColdFusion
15 5 (0.063%) Oracle Workflow
16 4 (0.051%) Appian
17 3 (0.038%) JBoss
17 3 (0.038%) WebSphere
Applications
1 987 (12.46%) Microsoft Excel
2 123 (1.55%) Chatbot
3 74 (0.93%) Microsoft Office
4 50 (0.63%) Microsoft PowerPoint
5 46 (0.58%) UserZoom
6 25 (0.32%) MS Visio
7 24 (0.30%) Spreadsheet
8 17 (0.21%) Adobe After Effects
8 17 (0.21%) Adobe Creative Suite
9 16 (0.20%) Adobe Illustrator
9 16 (0.20%) Photoshop
10 12 (0.15%) InDesign
11 9 (0.11%) Simulink
12 6 (0.076%) Camtasia
12 6 (0.076%) Microsoft Project
13 5 (0.063%) Adobe Premiere
14 4 (0.051%) CapCut
14 4 (0.051%) Sketch
14 4 (0.051%) SPSS
15 3 (0.038%) Adobe XD
Business Applications
1 45 (0.57%) Dynamics CRM
2 35 (0.44%) SAP S/4HANA
3 24 (0.30%) Cloudability
4 17 (0.21%) NetSuite
5 8 (0.10%) Sage 50
6 7 (0.088%) Payment Gateway
7 5 (0.063%) Oracle ERP
7 5 (0.063%) Salesforce CRM
7 5 (0.063%) SAP MDG
8 4 (0.051%) Dynamics AX
8 4 (0.051%) Relativity
8 4 (0.051%) Sage 200
8 4 (0.051%) Sparx Enterprise Architect
8 4 (0.051%) Workday HCM
9 3 (0.038%) Dynamics GP
9 3 (0.038%) Dynamics NAV
9 3 (0.038%) Elite 3E
9 3 (0.038%) Oracle EBS
9 3 (0.038%) Q-Pulse
10 2 (0.025%) Oracle Applications
Cloud Services
1 2,816 (35.56%) Azure
2 1,539 (19.43%) Azure AI
3 1,419 (17.92%) Power Platform
4 1,265 (15.97%) AWS
5 581 (7.34%) SaaS
6 482 (6.09%) GCP
7 340 (4.29%) Microsoft 365
8 309 (3.90%) GitHub
9 275 (3.47%) Azure DevOps
10 249 (3.14%) Microsoft Copilot
11 226 (2.85%) Snowflake
12 223 (2.82%) Serverless
13 194 (2.45%) Adobe Analytics
14 171 (2.16%) Anthropic Claude
15 159 (2.01%) Cloud Computing
16 149 (1.88%) GitHub Copilot
17 143 (1.81%) Entra ID
18 136 (1.72%) Power Automate
19 134 (1.69%) Azure Synapse Analytics
20 125 (1.58%) Figma
Communications & Networking
1 353 (4.46%) Broadband
2 83 (1.05%) Firewall
3 73 (0.92%) VPN
4 70 (0.88%) Network Security
5 68 (0.86%) Internet
6 52 (0.66%) DNS
7 34 (0.43%) WAN
8 29 (0.37%) VLAN
9 28 (0.35%) TCP/IP
10 24 (0.30%) BGP
11 21 (0.27%) DHCP
12 19 (0.24%) HTTP
12 19 (0.24%) Unified Communications
13 18 (0.23%) OSPF
14 16 (0.20%) MQTT
14 16 (0.20%) VoIP
15 14 (0.18%) Wireless
16 13 (0.16%) VXLAN
17 12 (0.15%) Wi-Fi
18 11 (0.14%) SD-WAN
Database & Business Intelligence
1 1,226 (15.48%) Power BI
2 1,032 (13.03%) Tableau
3 264 (3.33%) MongoDB
4 215 (2.71%) Data Warehouse
5 204 (2.58%) SQL Server
6 191 (2.41%) Azure SQL Database
7 163 (2.06%) Data Lake
8 158 (2.00%) PostgreSQL
9 129 (1.63%) Metadata
10 102 (1.29%) NoSQL
11 89 (1.12%) Big Data
12 82 (1.04%) MySQL
13 81 (1.02%) BigQuery
13 81 (1.02%) Relational Database
14 72 (0.91%) Elasticsearch
15 55 (0.69%) Looker
16 47 (0.59%) Redis
17 46 (0.58%) Amazon Redshift
18 45 (0.57%) Semantic Layer
19 44 (0.56%) Pinecone
Development Applications
1 228 (2.88%) Git
2 111 (1.40%) Claude Code
3 104 (1.31%) JIRA
4 83 (1.05%) Jenkins
5 72 (0.91%) GitLab
6 61 (0.77%) MLflow
6 61 (0.77%) Visual Studio Code
7 33 (0.42%) Selenium
8 26 (0.33%) Postman
9 25 (0.32%) IBM UrbanCode
9 25 (0.32%) Snyk
10 21 (0.27%) Cypress.io
11 18 (0.23%) JUnit
12 15 (0.19%) Maven
13 14 (0.18%) Vite
14 12 (0.15%) SpecFlow
15 11 (0.14%) Gradle
16 10 (0.13%) Cucumber
16 10 (0.13%) JMeter
17 8 (0.10%) Visual Studio
General
1 2,636 (33.29%) Social Skills
2 1,433 (18.10%) Finance
3 676 (8.54%) Analytical Skills
4 526 (6.64%) Marketing
5 483 (6.10%) Inclusion and Diversity
6 369 (4.66%) Public Sector
7 366 (4.62%) Games
8 342 (4.32%) Legal
9 303 (3.83%) Law
10 283 (3.57%) Retail
11 245 (3.09%) Banking
12 187 (2.36%) Manufacturing
13 154 (1.94%) Organisational Skills
14 152 (1.92%) Influencing Skills
15 105 (1.33%) Advertising
16 91 (1.15%) Presentation Skills
17 81 (1.02%) Financial Institution
18 75 (0.95%) Legal Technology
19 71 (0.90%) Automotive
20 69 (0.87%) Telecoms
Job Titles
1 1,214 (15.33%) Analyst
2 1,189 (15.01%) Senior
3 943 (11.91%) Data Analyst
4 916 (11.57%) Junior
5 887 (11.20%) Junior Analyst
6 882 (11.14%) Junior Data Analyst
7 854 (10.78%) Lead
8 782 (9.87%) Developer
9 696 (8.79%) Architect
10 654 (8.26%) Artificial Intelligence Engineer
11 420 (5.30%) Software Engineer
12 300 (3.79%) Data Engineer
13 297 (3.75%) Consultant
14 275 (3.47%) Solutions Architect
15 200 (2.53%) .NET Developer
16 195 (2.46%) Python Engineer
17 182 (2.30%) Data Scientist
18 152 (1.92%) Data Architect
19 151 (1.91%) Artificial Intelligence Architect
20 148 (1.87%) Senior Manager
Libraries, Frameworks & Software Standards
1 435 (5.49%) React
2 413 (5.22%) .NET
3 224 (2.83%) CSS
4 214 (2.70%) HTML
5 205 (2.59%) RESTful
6 192 (2.42%) ASP.NET
7 190 (2.40%) Node.js
8 187 (2.36%) REST
9 185 (2.34%) PyTorch
10 183 (2.31%) LangChain
11 179 (2.26%) ASP.NET Core
12 170 (2.15%) .NET Core
13 153 (1.93%) ML.NET
14 147 (1.86%) Kafka
15 138 (1.74%) TensorFlow
16 123 (1.55%) scikit-learn
17 119 (1.50%) Blazor
17 119 (1.50%) FastAPI
18 98 (1.24%) AngularJS
18 98 (1.24%) PySpark
Miscellaneous
1 528 (6.67%) Cloud Native
2 362 (4.57%) AI Agents
3 294 (3.71%) Social Media
4 255 (3.22%) Onboarding
5 239 (3.02%) Product Ownership
6 237 (2.99%) Distributed Systems
7 182 (2.30%) Algorithms
8 135 (1.70%) Robotics
9 130 (1.64%) Management Information System
10 129 (1.63%) Self-Motivation
11 123 (1.55%) Low-Code
12 117 (1.48%) Data Centre
13 96 (1.21%) Mobile App
14 87 (1.10%) Legacy Systems
15 81 (1.02%) Virtual Team
16 77 (0.97%) Enterprise Software
17 74 (0.93%) Greenfield Project
18 69 (0.87%) Security Posture
19 68 (0.86%) Public Cloud
20 67 (0.85%) Data Structures
Operating Systems
1 172 (2.17%) Windows
2 162 (2.05%) Linux
3 72 (0.91%) Android
4 58 (0.73%) Windows Server
5 53 (0.67%) Apple iOS
6 25 (0.32%) VMS
7 15 (0.19%) Mac OS
8 12 (0.15%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.063%) Debian
10 5 (0.063%) Windows Server 2016
11 4 (0.051%) Kali Linux
12 3 (0.038%) Gentoo
12 3 (0.038%) Robot Operating System
13 2 (0.025%) Embedded Linux
13 2 (0.025%) Windows Server 2019
14 1 (0.013%) Alpine Linux
14 1 (0.013%) FreeRTOS
14 1 (0.013%) Red Hat Enterprise Linux
14 1 (0.013%) Windows 10
Processes & Methodologies
1 1,651 (20.85%) Machine Learning
2 1,570 (19.83%) Analytics
3 1,364 (17.22%) Business Intelligence
4 1,339 (16.91%) Agile
5 1,137 (14.36%) Roadmaps
6 1,048 (13.23%) CI/CD
7 1,021 (12.89%) Software Engineering
8 884 (11.16%) Problem-Solving
9 835 (10.54%) Decision-Making
10 826 (10.43%) LLM
11 800 (10.10%) Continuous Improvement
12 776 (9.80%) DevOps
13 767 (9.69%) Mentoring
14 684 (8.64%) Generative AI
15 656 (8.28%) Full-Stack Development
16 606 (7.65%) Data Science
17 521 (6.58%) Data Engineering
18 516 (6.52%) Artificial Intelligence Engineering
19 500 (6.31%) Stakeholder Management
20 469 (5.92%) Data Modelling
Programming Languages
1 2,941 (37.14%) Python
2 1,842 (23.26%) SQL
3 464 (5.86%) C#
4 459 (5.80%) JavaScript
5 350 (4.42%) TypeScript
6 317 (4.00%) Java
7 150 (1.89%) C++
8 121 (1.53%) PowerShell
9 99 (1.25%) Bash
10 93 (1.17%) Go
11 65 (0.82%) Bicep
12 59 (0.75%) C
12 59 (0.75%) PHP
13 47 (0.59%) Rust
14 45 (0.57%) R
15 38 (0.48%) Scala
16 34 (0.43%) Ruby
17 30 (0.38%) Kotlin
18 27 (0.34%) Data Analysis Expressions
18 27 (0.34%) Kusto Query Language
Qualifications
1 1,296 (16.37%) Azure Certification
2 764 (9.65%) Degree
3 451 (5.70%) Security Cleared
4 262 (3.31%) SC Cleared
5 184 (2.32%) Computer Science Degree
6 158 (2.00%) AWS Certification
7 139 (1.76%) Master's Degree
8 125 (1.58%) DV Cleared
9 96 (1.21%) PhD
10 91 (1.15%) ACCA
11 76 (0.96%) DBS Check
12 70 (0.88%) CISSP
13 68 (0.86%) CIMA
14 60 (0.76%) AWS Certified Cloud Practitioner
14 60 (0.76%) Microsoft Certification
15 51 (0.64%) AWS Certified Solutions Architect
16 41 (0.52%) Cisco Certification
17 33 (0.42%) CISM
18 27 (0.34%) TOGAF Certification
19 20 (0.25%) Network+ Certification
Quality Assurance & Compliance
1 408 (5.15%) Accessibility
2 370 (4.67%) Data Quality
3 235 (2.97%) GDPR
4 226 (2.85%) QA
5 112 (1.41%) ISO/IEC 27001
6 92 (1.16%) GRC
7 80 (1.01%) NIST
8 78 (0.98%) WCAG
9 56 (0.71%) SLA
10 52 (0.66%) California Consumer Privacy Act
11 37 (0.47%) IFRS
11 37 (0.47%) PMO
12 36 (0.45%) Cyber Essentials
13 30 (0.38%) PCI DSS
14 22 (0.28%) HIPAA
15 20 (0.25%) EU AI Act
15 20 (0.25%) SOC 2
16 17 (0.21%) Cyber Essentials PLUS
17 16 (0.20%) Sarbanes-Oxley
18 15 (0.19%) NCSC
System Software
1 411 (5.19%) Docker
2 119 (1.50%) Active Directory
3 99 (1.25%) Virtual Machines
4 30 (0.38%) VMware Infrastructure
5 23 (0.29%) Firmware
6 19 (0.24%) vSphere
7 18 (0.23%) Virtual Desktop
8 11 (0.14%) Embedded Firmware
9 10 (0.13%) Hyper-V
10 6 (0.076%) IAG
11 3 (0.038%) Kamailio
12 1 (0.013%) Apache Flume
12 1 (0.013%) VMware NSX
Systems Management
1 431 (5.44%) Kubernetes
2 339 (4.28%) Terraform
3 74 (0.93%) Microsoft Intune
4 60 (0.76%) Ansible
5 56 (0.71%) Grafana
6 47 (0.59%) Prometheus
7 18 (0.23%) Single Sign-On
8 15 (0.19%) Argo
8 15 (0.19%) Puppet
9 14 (0.18%) Kubeflow
10 10 (0.13%) Podman
11 8 (0.10%) Proxmox
12 7 (0.088%) Nagios
13 6 (0.076%) Progress Chef
13 6 (0.076%) SolarWinds Orion
14 5 (0.063%) Autotask
14 5 (0.063%) Control-M
14 5 (0.063%) Functional Safety
15 4 (0.051%) Active Directory Federation Services
15 4 (0.051%) Hadoop YARN
Vendors
1 2,125 (26.83%) Microsoft
2 334 (4.22%) Databricks
3 270 (3.41%) Google
4 263 (3.32%) Adobe
5 202 (2.55%) OpenAI
6 135 (1.70%) Dell
7 121 (1.53%) Salesforce
8 102 (1.29%) Oracle
9 97 (1.22%) Cisco
10 93 (1.17%) ServiceNow
11 92 (1.16%) SAP
12 81 (1.02%) Foundry
13 57 (0.72%) HubSpot
14 53 (0.67%) Apple
15 44 (0.56%) Informatica
16 42 (0.53%) Palantir
17 40 (0.51%) Sage
17 40 (0.51%) VMware
18 38 (0.48%) CrowdStrike
18 38 (0.48%) Palo Alto