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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 50
Rank change year-on-year +6 +34 +67
Permanent jobs citing AI 7,444 4,521 4,742
As % of all permanent jobs in the UK 7.91% 10.07% 4.34%
As % of the Processes & Methodologies category 10.83% 10.90% 5.31%
Number of salaries quoted 4,014 1,411 2,214
10th Percentile £39,848 £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% -11.11%

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 68,746 41,496 89,251
As % of all permanent jobs advertised in the UK 73.03% 92.46% 81.73%
Number of salaries quoted 47,319 22,262 63,244
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £39,000 £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 20 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 20 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 6,734 £70,000 +5.59% 3,148
UK excluding London -2 4,426 £62,500 -2.34% 1,996
London +17 2,553 £85,000 -5.56% 1,713
Work from Home -3 2,314 £69,973 +5.70% 1,648
North of England +12 1,387 £67,500 +26.42% 513
South East -1 1,010 £60,000 +20.00% 691
Midlands -8 721 £55,000 -7.17% 243
North West +29 677 £72,500 +11.54% 335
Yorkshire -3 520 £65,000 +153.66% 133
South West -1 481 £62,500 +4.17% 202
East of England +21 480 £60,000 -9.39% 179
West Midlands -5 455 £55,000 -4.35% 156
East Midlands -13 265 £52,500 -12.50% 87
Scotland 0 208 £70,000 +38.76% 113
North East 0 190 £65,000 +106.35% 47
Wales +17 117 £54,000 -21.74% 54
Northern Ireland +13 52 £72,500 - 53

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
1 133 (1.79%) SharePoint
2 119 (1.60%) Apache Airflow
3 103 (1.38%) Apache Spark
4 73 (0.98%) CMS
5 72 (0.97%) Confluence
6 66 (0.89%) Jupyter
7 54 (0.73%) 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 (0.30%) SAS
11 8 (0.11%) Sitecore CMS
12 7 (0.094%) Headless CMS
13 6 (0.081%) 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 (13.18%) 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 (0.081%) Camtasia
11 6 (0.081%) 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 30 (0.40%) 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
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
9 3 (0.040%) Workday HCM
10 2 (0.027%) Payment Gateway
10 2 (0.027%) Q-Pulse
10 2 (0.027%) Shopify
Cloud Services
1 2,684 (36.06%) Azure
2 1,484 (19.94%) Azure AI
3 1,364 (18.32%) Power Platform
4 1,159 (15.57%) AWS
5 556 (7.47%) SaaS
6 465 (6.25%) GCP
7 320 (4.30%) Microsoft 365
8 262 (3.52%) GitHub
9 234 (3.14%) Azure DevOps
10 228 (3.06%) Microsoft Copilot
11 210 (2.82%) Snowflake
12 195 (2.62%) Adobe Analytics
13 186 (2.50%) Serverless
14 159 (2.14%) Anthropic Claude
15 131 (1.76%) Figma
16 128 (1.72%) Azure Synapse Analytics
17 125 (1.68%) Cloud Computing
17 125 (1.68%) Entra ID
18 120 (1.61%) GitHub Copilot
18 120 (1.61%) Power Automate
Communications & Networking
1 353 (4.74%) Broadband
2 78 (1.05%) Firewall
3 60 (0.81%) VPN
4 59 (0.79%) Network Security
5 47 (0.63%) Internet
6 43 (0.58%) DNS
7 28 (0.38%) TCP/IP
7 28 (0.38%) WAN
8 25 (0.34%) VLAN
9 22 (0.30%) Unified Communications
10 20 (0.27%) HTTP
11 19 (0.26%) 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 1,192 (16.01%) Power BI
2 1,026 (13.78%) Tableau
3 223 (3.00%) MongoDB
4 198 (2.66%) SQL Server
5 196 (2.63%) Data Warehouse
6 150 (2.02%) Data Lake
7 146 (1.96%) PostgreSQL
8 142 (1.91%) Azure SQL Database
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 (0.77%) Looker
16 47 (0.63%) Redis
17 46 (0.62%) Pinecone
18 45 (0.60%) Semantic Layer
19 42 (0.56%) Amazon Redshift
Development Applications
1 209 (2.81%) Git
2 94 (1.26%) Claude Code
3 93 (1.25%) JIRA
4 74 (0.99%) Jenkins
5 71 (0.95%) MLflow
6 69 (0.93%) GitLab
7 60 (0.81%) 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 2,524 (33.91%) Social Skills
2 1,326 (17.81%) Finance
3 643 (8.64%) Analytical Skills
4 496 (6.66%) Marketing
5 480 (6.45%) Inclusion and Diversity
6 364 (4.89%) Games
7 319 (4.29%) Legal
8 316 (4.25%) Public Sector
9 269 (3.61%) Law
10 264 (3.55%) Retail
11 231 (3.10%) Banking
12 170 (2.28%) Manufacturing
13 150 (2.02%) Organisational Skills
14 141 (1.89%) Influencing Skills
15 90 (1.21%) Advertising
16 79 (1.06%) Presentation Skills
17 77 (1.03%) Financial Institution
18 75 (1.01%) Legal Technology
19 69 (0.93%) Automotive
20 65 (0.87%) Telecoms
Job Titles
1 1,196 (16.07%) Analyst
2 1,060 (14.24%) Senior
3 939 (12.61%) Data Analyst
4 911 (12.24%) Junior
5 886 (11.90%) Junior Analyst
6 882 (11.85%) Junior Data Analyst
7 806 (10.83%) Lead
8 704 (9.46%) Developer
9 634 (8.52%) Artificial Intelligence Engineer
10 606 (8.14%) Architect
11 376 (5.05%) Software Engineer
12 283 (3.80%) Data Engineer
13 278 (3.73%) Consultant
14 245 (3.29%) Solutions Architect
15 188 (2.53%) Python Engineer
16 173 (2.32%) Data Scientist
17 151 (2.03%) .NET Developer
18 137 (1.84%) Full-Stack Developer
19 130 (1.75%) Data Architect
20 128 (1.72%) Senior Developer
Libraries, Frameworks & Software Standards
1 401 (5.39%) React
2 364 (4.89%) .NET
3 195 (2.62%) CSS
4 194 (2.61%) PyTorch
5 184 (2.47%) HTML
6 183 (2.46%) LangChain
6 183 (2.46%) RESTful
7 175 (2.35%) Node.js
8 171 (2.30%) REST
9 142 (1.91%) ASP.NET
9 142 (1.91%) TensorFlow
10 135 (1.81%) Kafka
11 132 (1.77%) .NET Core
11 132 (1.77%) ASP.NET Core
12 127 (1.71%) scikit-learn
13 117 (1.57%) FastAPI
14 107 (1.44%) ML.NET
15 99 (1.33%) Pandas
16 94 (1.26%) PySpark
17 92 (1.24%) Blazor
Miscellaneous
1 480 (6.45%) Cloud Native
2 321 (4.31%) AI Agents
3 283 (3.80%) Social Media
4 228 (3.06%) Product Ownership
5 209 (2.81%) Distributed Systems
6 206 (2.77%) Onboarding
7 179 (2.40%) Algorithms
8 133 (1.79%) Robotics
9 122 (1.64%) Self-Motivation
10 121 (1.63%) Management Information System
11 118 (1.59%) Low-Code
12 103 (1.38%) Data Centre
13 92 (1.24%) Mobile App
14 83 (1.11%) Legacy Systems
15 79 (1.06%) Virtual Team
16 75 (1.01%) Enterprise Software
17 73 (0.98%) Public Cloud
18 63 (0.85%) 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 (0.89%) 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%) Alpine Linux
13 1 (0.013%) FreeRTOS
13 1 (0.013%) Red Hat Enterprise Linux
13 1 (0.013%) Windows 10
Processes & Methodologies
1 1,525 (20.49%) Machine Learning
2 1,447 (19.44%) Analytics
3 1,323 (17.77%) Business Intelligence
4 1,227 (16.48%) Agile
5 1,058 (14.21%) Roadmaps
6 973 (13.07%) CI/CD
7 940 (12.63%) Software Engineering
8 826 (11.10%) Problem-Solving
9 771 (10.36%) Decision-Making
10 770 (10.34%) LLM
11 718 (9.65%) Continuous Improvement
12 713 (9.58%) DevOps
13 682 (9.16%) Mentoring
14 643 (8.64%) Generative AI
15 598 (8.03%) Data Science
16 588 (7.90%) Full-Stack Development
17 503 (6.76%) Data Engineering
18 501 (6.73%) Artificial Intelligence Engineering
19 453 (6.09%) Stakeholder Management
20 451 (6.06%) Customer Experience
Programming Languages
1 2,870 (38.55%) Python
2 1,748 (23.48%) SQL
3 408 (5.48%) JavaScript
4 397 (5.33%) C#
5 323 (4.34%) TypeScript
6 294 (3.95%) Java
7 132 (1.77%) C++
8 119 (1.60%) PowerShell
9 91 (1.22%) Bash
10 90 (1.21%) Go
11 57 (0.77%) Bicep
12 51 (0.69%) C
12 51 (0.69%) R
13 45 (0.60%) 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 (0.26%) Ruby
Qualifications
1 1,293 (17.37%) Azure Certification
2 713 (9.58%) Degree
3 414 (5.56%) Security Cleared
4 245 (3.29%) SC Cleared
5 164 (2.20%) Computer Science Degree
6 135 (1.81%) AWS Certification
7 134 (1.80%) Master's Degree
8 122 (1.64%) 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 (0.77%) AWS Certified Cloud Practitioner
13 57 (0.77%) Microsoft Certification
14 52 (0.70%) CISSP
15 37 (0.50%) AWS Certified Solutions Architect
16 35 (0.47%) Cisco Certification
17 21 (0.28%) Microsoft Certified Professional
17 21 (0.28%) TOGAF Certification
18 19 (0.26%) BPSS Clearance
Quality Assurance & Compliance
1 395 (5.31%) Accessibility
2 329 (4.42%) Data Quality
3 221 (2.97%) GDPR
4 207 (2.78%) 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 28 (0.38%) PMO
14 27 (0.36%) PCI DSS
15 20 (0.27%) EU AI Act
15 20 (0.27%) HIPAA
16 19 (0.26%) SOC 2
17 17 (0.23%) ISO/IEC 42001
17 17 (0.23%) Sarbanes-Oxley
18 16 (0.21%) Cyber Essentials PLUS
System Software
1 375 (5.04%) 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 (0.081%) IAG
9 3 (0.040%) Kamailio
10 1 (0.013%) Apache Flume
10 1 (0.013%) VMware NSX
Systems Management
1 392 (5.27%) Kubernetes
2 304 (4.08%) Terraform
3 56 (0.75%) Grafana
4 55 (0.74%) Microsoft Intune
5 54 (0.73%) Ansible
6 50 (0.67%) Prometheus
7 17 (0.23%) Single Sign-On
8 15 (0.20%) Kubeflow
9 14 (0.19%) Argo
10 10 (0.13%) Puppet
11 9 (0.12%) Podman
12 8 (0.11%) Proxmox
13 7 (0.094%) Nagios
14 5 (0.067%) Autotask
14 5 (0.067%) Control-M
14 5 (0.067%) Functional Safety
15 4 (0.054%) Active Directory Federation Services
15 4 (0.054%) Istio
15 4 (0.054%) SolarWinds Orion
15 4 (0.054%) vCenter Server
Vendors
1 1,997 (26.83%) Microsoft
2 329 (4.42%) Databricks
3 266 (3.57%) Adobe
4 242 (3.25%) Google
5 193 (2.59%) OpenAI
6 137 (1.84%) Dell
7 115 (1.54%) Salesforce
8 90 (1.21%) Oracle
9 86 (1.16%) ServiceNow
10 85 (1.14%) Cisco
11 74 (0.99%) SAP
12 72 (0.97%) Foundry
13 56 (0.75%) HubSpot
14 53 (0.71%) 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