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

6 months to
21 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 50
Rank change year-on-year +6 +34 +69
Permanent jobs citing AI 7,461 4,540 4,740
As % of all permanent jobs in the UK 7.91% 10.10% 4.34%
As % of the Processes & Methodologies category 10.82% 10.93% 5.31%
Number of salaries quoted 4,031 1,422 2,220
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,274 £70,000
Median % change year-on-year +5.62% -5.32% -6.67%
75th Percentile £95,000 £96,250 £92,500
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £64,000 £60,000
% change year-on-year -2.34% +6.67% -11.97%

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 68,936 41,540 89,299
As % of all permanent jobs advertised in the UK 73.11% 92.39% 81.68%
Number of salaries quoted 47,487 22,330 63,275
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £38,824 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,000
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 21 June 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 21 June 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 6,747 £70,000 +5.52% 2,631
UK excluding London -1 4,448 £62,500 -2.34% 1,773
London +17 2,547 £85,000 -5.56% 1,423
Work from Home -3 2,328 £69,973 +5.70% 1,314
North of England +12 1,394 £67,500 +26.42% 426
South East 0 1,012 £60,000 +20.00% 640
Midlands -8 726 £55,000 -5.91% 187
North West +30 682 £72,500 +11.54% 272
Yorkshire -3 521 £65,000 +153.66% 117
South West 0 484 £62,500 +4.17% 184
East of England +20 482 £59,450 -10.22% 155
West Midlands -5 458 £55,000 -4.35% 108
East Midlands -13 267 £52,500 -12.50% 79
Scotland +1 210 £70,000 +38.76% 72
North East +1 191 £65,000 +106.35% 39
Wales +14 118 £54,000 -21.74% 47
Northern Ireland +12 52 £72,500 - 110

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
1 134 (1.80%) SharePoint
2 118 (1.58%) Apache Airflow
3 103 (1.38%) Apache Spark
4 73 (0.98%) CMS
5 72 (0.97%) Confluence
6 66 (0.88%) Jupyter
7 54 (0.72%) Apache
8 38 (0.51%) Microsoft Exchange
8 38 (0.51%) WordPress
9 27 (0.36%) ArcGIS
9 27 (0.36%) Palantir Foundry
10 22 (0.29%) SAS
11 8 (0.11%) Sitecore CMS
12 7 (0.094%) Headless CMS
13 6 (0.080%) Appian
14 4 (0.054%) ColdFusion
14 4 (0.054%) Oracle Workflow
15 3 (0.040%) IIS
15 3 (0.040%) JBoss
15 3 (0.040%) WebSphere
Applications
1 981 (13.15%) Microsoft Excel
2 108 (1.45%) Chatbot
3 71 (0.95%) Microsoft Office
4 50 (0.67%) Microsoft PowerPoint
5 45 (0.60%) UserZoom
6 26 (0.35%) Spreadsheet
7 23 (0.31%) MS Visio
8 14 (0.19%) Adobe After Effects
8 14 (0.19%) Adobe Creative Suite
8 14 (0.19%) Adobe Illustrator
8 14 (0.19%) Photoshop
9 10 (0.13%) InDesign
10 9 (0.12%) Simulink
11 6 (0.080%) Camtasia
11 6 (0.080%) Microsoft Project
12 5 (0.067%) Adobe Premiere
13 4 (0.054%) CapCut
13 4 (0.054%) Sketch
14 3 (0.040%) Adobe XD
14 3 (0.040%) Productboard
Business Applications
1 36 (0.48%) Dynamics CRM
2 31 (0.42%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 15 (0.20%) NetSuite
5 8 (0.11%) Sage 50
6 7 (0.094%) Salesforce CRM
7 5 (0.067%) Distributed Ledger
7 5 (0.067%) Oracle ERP
8 4 (0.054%) Dynamics AX
8 4 (0.054%) Sparx Enterprise Architect
8 4 (0.054%) Workday HCM
9 3 (0.040%) Dynamics GP
9 3 (0.040%) Dynamics NAV
9 3 (0.040%) Oracle EBS
9 3 (0.040%) Relativity
9 3 (0.040%) Sage 200
9 3 (0.040%) SAP MDG
10 2 (0.027%) Integrated Workplace Management System
10 2 (0.027%) Q-Pulse
10 2 (0.027%) SAP IBP
Cloud Services
1 2,692 (36.08%) Azure
2 1,489 (19.96%) Azure AI
3 1,367 (18.32%) Power Platform
4 1,160 (15.55%) AWS
5 559 (7.49%) SaaS
6 466 (6.25%) GCP
7 320 (4.29%) Microsoft 365
8 266 (3.57%) GitHub
9 238 (3.19%) Azure DevOps
10 230 (3.08%) Microsoft Copilot
11 210 (2.81%) Snowflake
12 195 (2.61%) Adobe Analytics
13 184 (2.47%) Serverless
14 161 (2.16%) Anthropic Claude
15 131 (1.76%) Figma
16 129 (1.73%) Azure Synapse Analytics
17 125 (1.68%) Cloud Computing
17 125 (1.68%) Entra ID
18 123 (1.65%) GitHub Copilot
19 121 (1.62%) Power Automate
Communications & Networking
1 353 (4.73%) Broadband
2 78 (1.05%) Firewall
3 60 (0.80%) VPN
4 59 (0.79%) Network Security
5 48 (0.64%) Internet
6 43 (0.58%) DNS
7 28 (0.38%) TCP/IP
7 28 (0.38%) WAN
8 25 (0.34%) VLAN
9 22 (0.29%) Unified Communications
10 20 (0.27%) HTTP
11 19 (0.25%) DHCP
12 17 (0.23%) BGP
13 16 (0.21%) MQTT
13 16 (0.21%) OSPF
14 11 (0.15%) VXLAN
15 10 (0.13%) Intranet
15 10 (0.13%) Wi-Fi
15 10 (0.13%) Wireless
16 9 (0.12%) LAN
Database & Business Intelligence
1 1,194 (16.00%) Power BI
2 1,026 (13.75%) Tableau
3 226 (3.03%) MongoDB
4 199 (2.67%) SQL Server
5 196 (2.63%) Data Warehouse
6 150 (2.01%) Data Lake
7 148 (1.98%) Azure SQL Database
8 147 (1.97%) PostgreSQL
9 111 (1.49%) Metadata
10 94 (1.26%) NoSQL
11 84 (1.13%) BigQuery
12 81 (1.09%) Big Data
13 72 (0.97%) Elasticsearch
14 68 (0.91%) MySQL
14 68 (0.91%) Relational Database
15 57 (0.76%) Looker
16 48 (0.64%) Redis
17 47 (0.63%) Pinecone
18 45 (0.60%) Semantic Layer
19 42 (0.56%) Amazon Redshift
Development Applications
1 210 (2.81%) Git
2 95 (1.27%) Claude Code
3 93 (1.25%) JIRA
4 74 (0.99%) Jenkins
5 70 (0.94%) MLflow
6 69 (0.92%) GitLab
7 60 (0.80%) Visual Studio Code
8 30 (0.40%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Postman
9 25 (0.34%) Snyk
10 20 (0.27%) Cypress.io
11 15 (0.20%) JUnit
12 14 (0.19%) Maven
12 14 (0.19%) Vite
13 12 (0.16%) SpecFlow
14 11 (0.15%) Gradle
15 9 (0.12%) Visual Studio
16 8 (0.11%) Cucumber
16 8 (0.11%) JMeter
General
1 2,528 (33.88%) Social Skills
2 1,330 (17.83%) Finance
3 643 (8.62%) Analytical Skills
4 499 (6.69%) Marketing
5 478 (6.41%) Inclusion and Diversity
6 364 (4.88%) Games
7 320 (4.29%) Legal
8 317 (4.25%) Public Sector
9 269 (3.61%) Law
10 267 (3.58%) Retail
11 232 (3.11%) Banking
12 172 (2.31%) Manufacturing
13 149 (2.00%) Organisational Skills
14 142 (1.90%) Influencing Skills
15 91 (1.22%) Advertising
16 79 (1.06%) Presentation Skills
17 77 (1.03%) Financial Institution
18 75 (1.01%) Legal Technology
19 69 (0.92%) Automotive
20 66 (0.88%) Telecoms
Job Titles
1 1,197 (16.04%) Analyst
2 1,063 (14.25%) Senior
3 939 (12.59%) Data Analyst
4 911 (12.21%) Junior
5 886 (11.88%) Junior Analyst
6 882 (11.82%) Junior Data Analyst
7 807 (10.82%) Lead
8 712 (9.54%) Developer
9 634 (8.50%) Artificial Intelligence Engineer
10 611 (8.19%) Architect
11 379 (5.08%) Software Engineer
12 282 (3.78%) Data Engineer
13 280 (3.75%) Consultant
14 248 (3.32%) Solutions Architect
15 188 (2.52%) Python Engineer
16 174 (2.33%) Data Scientist
17 156 (2.09%) .NET Developer
18 137 (1.84%) Full-Stack Developer
19 132 (1.77%) Data Architect
20 128 (1.72%) Senior Developer
Libraries, Frameworks & Software Standards
1 403 (5.40%) React
2 370 (4.96%) .NET
3 197 (2.64%) CSS
4 194 (2.60%) PyTorch
5 186 (2.49%) HTML
6 185 (2.48%) RESTful
7 182 (2.44%) LangChain
8 176 (2.36%) Node.js
9 174 (2.33%) REST
10 147 (1.97%) ASP.NET
11 142 (1.90%) TensorFlow
12 137 (1.84%) .NET Core
12 137 (1.84%) ASP.NET Core
13 135 (1.81%) Kafka
14 127 (1.70%) scikit-learn
15 117 (1.57%) FastAPI
16 112 (1.50%) ML.NET
17 99 (1.33%) Pandas
18 95 (1.27%) Blazor
19 94 (1.26%) PySpark
Miscellaneous
1 482 (6.46%) Cloud Native
2 325 (4.36%) AI Agents
3 284 (3.81%) Social Media
4 228 (3.06%) Product Ownership
5 210 (2.81%) Distributed Systems
6 206 (2.76%) Onboarding
7 179 (2.40%) Algorithms
8 133 (1.78%) Robotics
9 122 (1.64%) Self-Motivation
10 121 (1.62%) Management Information System
11 118 (1.58%) Low-Code
12 103 (1.38%) Data Centre
13 92 (1.23%) Mobile App
14 83 (1.11%) Legacy Systems
15 79 (1.06%) Virtual Team
16 75 (1.01%) Enterprise Software
17 72 (0.97%) Public Cloud
18 63 (0.84%) Video\Live Streaming
19 62 (0.83%) Data Structures
19 62 (0.83%) Greenfield Project
Operating Systems
1 155 (2.08%) Windows
2 143 (1.92%) Linux
3 66 (0.88%) Android
4 53 (0.71%) Apple iOS
5 52 (0.70%) Windows Server
6 20 (0.27%) VMS
7 14 (0.19%) Unix
8 13 (0.17%) Mac OS
9 11 (0.15%) Ubuntu
10 5 (0.067%) Windows Server 2016
11 3 (0.040%) Kali Linux
11 3 (0.040%) Robot Operating System
12 2 (0.027%) Debian
12 2 (0.027%) Embedded Linux
12 2 (0.027%) Gentoo
12 2 (0.027%) Windows Server 2019
13 1 (0.013%) AIX
13 1 (0.013%) Alpine Linux
13 1 (0.013%) FreeRTOS
13 1 (0.013%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,533 (20.55%) Machine Learning
2 1,450 (19.43%) Analytics
3 1,326 (17.77%) Business Intelligence
4 1,233 (16.53%) Agile
5 1,060 (14.21%) Roadmaps
6 978 (13.11%) CI/CD
7 944 (12.65%) Software Engineering
8 828 (11.10%) Problem-Solving
9 779 (10.44%) Decision-Making
10 773 (10.36%) LLM
11 721 (9.66%) Continuous Improvement
12 716 (9.60%) DevOps
13 685 (9.18%) Mentoring
14 643 (8.62%) Generative AI
15 599 (8.03%) Data Science
16 593 (7.95%) Full-Stack Development
17 503 (6.74%) Data Engineering
18 502 (6.73%) Artificial Intelligence Engineering
19 454 (6.08%) Stakeholder Management
20 451 (6.04%) Customer Experience
Programming Languages
1 2,873 (38.51%) Python
2 1,757 (23.55%) SQL
3 410 (5.50%) JavaScript
4 404 (5.41%) C#
5 324 (4.34%) TypeScript
6 293 (3.93%) Java
7 132 (1.77%) C++
8 120 (1.61%) PowerShell
9 92 (1.23%) Bash
10 91 (1.22%) Go
11 58 (0.78%) Bicep
12 51 (0.68%) C
12 51 (0.68%) R
13 44 (0.59%) PHP
14 42 (0.56%) Rust
15 36 (0.48%) Scala
16 28 (0.38%) Kotlin
17 26 (0.35%) Data Analysis Expressions
18 23 (0.31%) Kusto Query Language
19 19 (0.25%) Ruby
Qualifications
1 1,292 (17.32%) Azure Certification
2 715 (9.58%) Degree
3 415 (5.56%) Security Cleared
4 245 (3.28%) SC Cleared
5 166 (2.22%) Computer Science Degree
6 135 (1.81%) Master's Degree
7 134 (1.80%) AWS Certification
8 123 (1.65%) DV Cleared
9 99 (1.33%) PhD
10 88 (1.18%) ACCA
11 74 (0.99%) DBS Check
12 65 (0.87%) CIMA
13 57 (0.76%) AWS Certified Cloud Practitioner
14 56 (0.75%) Microsoft Certification
15 52 (0.70%) CISSP
16 37 (0.50%) AWS Certified Solutions Architect
17 35 (0.47%) Cisco Certification
18 21 (0.28%) TOGAF Certification
19 20 (0.27%) Microsoft Certified Professional
20 19 (0.25%) PMI Certification
Quality Assurance & Compliance
1 397 (5.32%) Accessibility
2 329 (4.41%) Data Quality
3 221 (2.96%) GDPR
4 208 (2.79%) QA
5 108 (1.45%) ISO/IEC 27001
6 91 (1.22%) GRC
7 80 (1.07%) WCAG
8 79 (1.06%) NIST
9 56 (0.75%) SLA
10 52 (0.70%) California Consumer Privacy Act
11 38 (0.51%) IFRS
12 33 (0.44%) Cyber Essentials
13 29 (0.39%) PMO
14 27 (0.36%) PCI DSS
15 20 (0.27%) EU AI Act
15 20 (0.27%) HIPAA
16 19 (0.25%) SOC 2
17 17 (0.23%) ISO/IEC 42001
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.21%) Cyber Essentials PLUS
System Software
1 378 (5.07%) Docker
2 99 (1.33%) Active Directory
2 99 (1.33%) Virtual Machines
3 24 (0.32%) VMware Infrastructure
4 21 (0.28%) Firmware
5 14 (0.19%) Virtual Desktop
5 14 (0.19%) vSphere
6 9 (0.12%) Embedded Firmware
7 8 (0.11%) Hyper-V
8 6 (0.080%) IAG
9 3 (0.040%) Kamailio
10 1 (0.013%) Apache Flume
10 1 (0.013%) VMware NSX
Systems Management
1 396 (5.31%) Kubernetes
2 304 (4.07%) Terraform
3 56 (0.75%) Grafana
4 55 (0.74%) Microsoft Intune
5 54 (0.72%) Ansible
6 50 (0.67%) Prometheus
7 17 (0.23%) Single Sign-On
8 15 (0.20%) Argo
8 15 (0.20%) Kubeflow
9 10 (0.13%) Puppet
10 9 (0.12%) Podman
11 8 (0.11%) Proxmox
12 7 (0.094%) Nagios
13 5 (0.067%) Autotask
13 5 (0.067%) Control-M
13 5 (0.067%) Functional Safety
14 4 (0.054%) Active Directory Federation Services
14 4 (0.054%) Istio
14 4 (0.054%) SolarWinds Orion
14 4 (0.054%) vCenter Server
Vendors
1 2,002 (26.83%) Microsoft
2 328 (4.40%) Databricks
3 266 (3.57%) Adobe
4 243 (3.26%) Google
5 193 (2.59%) OpenAI
6 136 (1.82%) Dell
7 116 (1.55%) Salesforce
8 91 (1.22%) Oracle
9 87 (1.17%) ServiceNow
10 84 (1.13%) Cisco
11 75 (1.01%) SAP
12 74 (0.99%) Foundry
13 56 (0.75%) HubSpot
14 54 (0.72%) Apple
15 44 (0.59%) Palantir
16 43 (0.58%) Informatica
17 39 (0.52%) CrowdStrike
18 37 (0.50%) Palo Alto
19 35 (0.47%) Sage
20 33 (0.44%) VMware