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

6 months to
22 May 2026
Same period 2025 Same period 2024
Rank 6 18 45
Rank change year-on-year +12 +27 +70
Permanent jobs citing AI 9,439 3,946 4,808
As % of all permanent jobs in the UK 10.21% 9.19% 4.94%
As % of the Processes & Methodologies category 13.85% 9.85% 5.83%
Number of salaries quoted 3,461 1,354 2,130
10th Percentile £38,000 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £69,009 £70,000
Median % change year-on-year +1.44% -1.42% -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,500 £119,850 £115,000
UK excluding London median annual salary £62,000 £65,000 £60,000
% change year-on-year -4.62% +8.33% -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 68,138 40,050 82,452
As % of all permanent jobs advertised in the UK 73.73% 93.30% 84.76%
Number of salaries quoted 44,115 21,094 59,611
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,795 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £59,648 £55,000
Median % change year-on-year +0.59% +8.45% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £101,250 £92,500
UK excluding London median annual salary £52,500 £52,000 £50,000
% change year-on-year +0.96% +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 22 May 2026.

Salary histogram for AI in the UK

AI
Top 18 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 22 May 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 +13 8,682 £70,000 - 3,720
UK excluding London +9 6,519 £62,000 -4.62% 2,211
London +19 2,444 £85,000 -8.11% 2,044
North of England +25 2,216 £67,500 +17.39% 584
Work from Home +2 2,025 £68,000 +2.71% 1,769
Midlands +4 1,696 £52,500 -8.70% 238
North West +43 1,477 £72,500 +3.57% 356
West Midlands +7 1,363 £52,500 -8.70% 142
South East +7 1,184 £60,000 -7.69% 706
East of England +34 602 £60,000 -9.39% 224
Yorkshire +5 592 £65,000 +85.71% 148
South West +2 448 £60,000 +4.45% 243
East Midlands -8 344 £52,500 -8.70% 96
Scotland +5 213 £70,000 +55.56% 135
North East +5 147 £64,038 +28.72% 82
Wales +26 134 £53,171 -22.66% 39
Northern Ireland +14 61 £81,250 - 73
Channel Islands +1 2 - -

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
1 116 (1.23%) Apache Airflow
2 115 (1.22%) SharePoint
3 105 (1.11%) Apache Spark
4 71 (0.75%) CMS
5 68 (0.72%) Confluence
6 65 (0.69%) Jupyter
7 45 (0.48%) Apache
8 31 (0.33%) WordPress
9 30 (0.32%) ArcGIS
10 29 (0.31%) Palantir Foundry
11 22 (0.23%) Microsoft Exchange
12 15 (0.16%) SAS
13 12 (0.13%) Appian
14 7 (0.074%) JBoss
14 7 (0.074%) Oracle SOA Suite
14 7 (0.074%) WebSphere
15 6 (0.064%) IIS
16 5 (0.053%) Sitecore CMS
17 3 (0.032%) Camunda
17 3 (0.032%) Liferay
Applications
1 1,203 (12.74%) Microsoft Excel
2 106 (1.12%) Chatbot
3 86 (0.91%) Microsoft Office
4 59 (0.63%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.24%) MS Visio
6 23 (0.24%) Spreadsheet
7 8 (0.085%) Adobe Creative Suite
7 8 (0.085%) Photoshop
8 7 (0.074%) Adobe After Effects
8 7 (0.074%) Adobe Illustrator
8 7 (0.074%) Maya
8 7 (0.074%) Simulink
9 6 (0.064%) Camtasia
9 6 (0.064%) Sketch
10 5 (0.053%) Adobe Premiere
10 5 (0.053%) Microsoft Project
11 4 (0.042%) CapCut
12 3 (0.032%) Adobe XD
12 3 (0.032%) Productboard
Business Applications
1 38 (0.40%) Dynamics CRM
2 24 (0.25%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 9 (0.095%) Oracle ERP
6 8 (0.085%) Distributed Ledger
6 8 (0.085%) Salesforce CRM
7 7 (0.074%) Oracle EBS
8 6 (0.064%) Sage 50
9 4 (0.042%) Dynamics AX
9 4 (0.042%) Oracle Procure-to-Pay
9 4 (0.042%) Workday HCM
10 3 (0.032%) Dynamics GP
10 3 (0.032%) Shopify
10 3 (0.032%) Sparx Enterprise Architect
11 2 (0.021%) Dynamics NAV
11 2 (0.021%) Oracle Assets
11 2 (0.021%) Oracle Payables
11 2 (0.021%) SAP MDG
11 2 (0.021%) Unit4 Business World
Cloud Services
1 2,721 (28.83%) Azure
2 2,553 (27.05%) Cloud Computing
3 1,633 (17.30%) Azure AI
4 1,528 (16.19%) Power Platform
5 1,000 (10.59%) AWS
6 495 (5.24%) SaaS
7 417 (4.42%) GCP
8 265 (2.81%) Microsoft 365
9 221 (2.34%) GitHub
10 204 (2.16%) Snowflake
11 202 (2.14%) Azure DevOps
12 183 (1.94%) Adobe Analytics
13 174 (1.84%) Microsoft Copilot
14 154 (1.63%) Serverless
15 134 (1.42%) Figma
16 125 (1.32%) Azure Synapse Analytics
17 121 (1.28%) Entra ID
18 114 (1.21%) Azure Machine Learning
19 113 (1.20%) Anthropic Claude
20 106 (1.12%) GitHub Copilot
Communications & Networking
1 2,465 (26.12%) Internet
2 310 (3.28%) Broadband
3 73 (0.77%) Firewall
4 50 (0.53%) Network Security
5 37 (0.39%) VPN
6 31 (0.33%) DNS
7 24 (0.25%) HTTP
7 24 (0.25%) TCP/IP
8 23 (0.24%) Unified Communications
9 19 (0.20%) DHCP
10 18 (0.19%) WAN
11 16 (0.17%) VLAN
12 12 (0.13%) BGP
12 12 (0.13%) MQTT
12 12 (0.13%) OSPF
13 10 (0.11%) Wireless
14 9 (0.095%) VoIP
15 8 (0.085%) 5G
15 8 (0.085%) SD-WAN
15 8 (0.085%) Wi-Fi
Database & Business Intelligence
1 1,373 (14.55%) Power BI
2 1,245 (13.19%) Tableau
3 179 (1.90%) SQL Server
4 169 (1.79%) Data Warehouse
5 143 (1.51%) MongoDB
6 140 (1.48%) Data Lake
7 113 (1.20%) PostgreSQL
8 95 (1.01%) Metadata
9 78 (0.83%) NoSQL
10 77 (0.82%) BigQuery
11 75 (0.79%) Azure SQL Database
12 69 (0.73%) Elasticsearch
13 65 (0.69%) Big Data
14 61 (0.65%) Looker
15 46 (0.49%) Amazon Redshift
16 45 (0.48%) Pinecone
17 44 (0.47%) MySQL
18 43 (0.46%) Relational Database
19 36 (0.38%) Redis
20 31 (0.33%) GIS
Development Applications
1 177 (1.88%) Git
2 89 (0.94%) JIRA
3 81 (0.86%) MLflow
4 69 (0.73%) Jenkins
5 61 (0.65%) Claude Code
6 59 (0.63%) Visual Studio Code
7 55 (0.58%) GitLab
8 27 (0.29%) Selenium
9 25 (0.26%) IBM UrbanCode
9 25 (0.26%) Snyk
10 20 (0.21%) Cypress.io
11 19 (0.20%) Postman
12 14 (0.15%) JUnit
12 14 (0.15%) SpecFlow
13 13 (0.14%) Maven
14 12 (0.13%) Visual Studio
15 11 (0.12%) Vite
16 10 (0.11%) Storybook
17 9 (0.095%) Gradle
18 7 (0.074%) WebDriver
General
1 5,063 (53.64%) Social Skills
2 2,934 (31.08%) Inclusion and Diversity
3 2,635 (27.92%) Banking
4 1,208 (12.80%) Finance
5 639 (6.77%) Analytical Skills
6 441 (4.67%) Marketing
7 342 (3.62%) Games
8 315 (3.34%) Legal
9 294 (3.11%) Public Sector
10 276 (2.92%) Law
11 244 (2.59%) Retail
12 158 (1.67%) Manufacturing
13 133 (1.41%) Influencing Skills
14 117 (1.24%) Organisational Skills
15 73 (0.77%) Presentation Skills
15 73 (0.77%) Telecoms
16 67 (0.71%) Financial Institution
17 66 (0.70%) Automotive
18 65 (0.69%) Advertising
19 47 (0.50%) Investment Banking
Job Titles
1 1,867 (19.78%) Lecturer
2 1,385 (14.67%) Analyst
3 1,153 (12.22%) Data Analyst
4 1,127 (11.94%) Junior
5 1,105 (11.71%) Junior Analyst
6 1,102 (11.67%) Junior Data Analyst
7 966 (10.23%) Senior
8 695 (7.36%) Lead
9 565 (5.99%) Artificial Intelligence Engineer
10 563 (5.96%) Developer
11 491 (5.20%) Architect
12 295 (3.13%) Software Engineer
13 267 (2.83%) Consultant
14 239 (2.53%) Data Engineer
15 196 (2.08%) Solutions Architect
16 153 (1.62%) Python Engineer
17 151 (1.60%) Data Scientist
18 118 (1.25%) Full-Stack Developer
19 114 (1.21%) Full-Stack Engineer
20 102 (1.08%) Engineering Manager
Libraries, Frameworks & Software Standards
1 331 (3.51%) React
2 271 (2.87%) .NET
3 179 (1.90%) PyTorch
4 170 (1.80%) REST
5 154 (1.63%) CSS
6 153 (1.62%) HTML
6 153 (1.62%) LangChain
7 152 (1.61%) Node.js
8 150 (1.59%) RESTful
9 135 (1.43%) TensorFlow
10 125 (1.32%) scikit-learn
11 122 (1.29%) Kafka
12 105 (1.11%) Pandas
13 104 (1.10%) FastAPI
14 89 (0.94%) AngularJS
15 83 (0.88%) Django
15 83 (0.88%) Hugging Face
16 79 (0.84%) NumPy
16 79 (0.84%) PySpark
17 77 (0.82%) Spring
Miscellaneous
1 2,487 (26.35%) IoT
2 376 (3.98%) Cloud Native
3 245 (2.60%) Social Media
4 238 (2.52%) AI Agents
5 204 (2.16%) Product Ownership
6 181 (1.92%) Onboarding
7 175 (1.85%) Algorithms
8 165 (1.75%) Distributed Systems
9 141 (1.49%) Robotics
10 111 (1.18%) Low-Code
11 105 (1.11%) Self-Motivation
12 104 (1.10%) Management Information System
13 97 (1.03%) Enterprise Software
14 95 (1.01%) Data Centre
15 93 (0.99%) Mobile App
16 82 (0.87%) Public Cloud
17 74 (0.78%) Legacy Systems
18 70 (0.74%) Blog
18 70 (0.74%) Virtual Team
19 58 (0.61%) Life Science
Operating Systems
1 109 (1.15%) Windows
2 99 (1.05%) Linux
3 71 (0.75%) Android
4 52 (0.55%) Apple iOS
5 38 (0.40%) Windows Server
6 30 (0.32%) Unix
7 14 (0.15%) Ubuntu
8 13 (0.14%) VMS
9 10 (0.11%) Mac OS
10 5 (0.053%) Windows Server 2016
11 4 (0.042%) Robot Operating System
12 1 (0.011%) FreeRTOS
12 1 (0.011%) Kali Linux
12 1 (0.011%) Red Hat Enterprise Linux
12 1 (0.011%) Windows Server 2019
Processes & Methodologies
1 3,771 (39.95%) Machine Learning
2 2,790 (29.56%) Cybersecurity
3 2,779 (29.44%) User Experience
4 2,485 (26.33%) Web Development
5 1,495 (15.84%) Business Intelligence
6 1,307 (13.85%) Analytics
7 1,111 (11.77%) Agile
8 936 (9.92%) Roadmaps
9 833 (8.83%) CI/CD
10 787 (8.34%) Problem-Solving
11 775 (8.21%) Software Engineering
12 697 (7.38%) Decision-Making
13 664 (7.03%) Continuous Improvement
14 655 (6.94%) LLM
15 641 (6.79%) DevOps
16 594 (6.29%) Mentoring
17 587 (6.22%) Generative AI
18 553 (5.86%) Data Science
19 466 (4.94%) Full-Stack Development
20 465 (4.93%) Artificial Intelligence Engineering
Programming Languages
1 2,903 (30.76%) Python
2 1,808 (19.15%) SQL
3 328 (3.47%) JavaScript
4 285 (3.02%) Java
5 278 (2.95%) C#
6 260 (2.75%) TypeScript
7 99 (1.05%) C++
8 90 (0.95%) PowerShell
9 80 (0.85%) Go
10 74 (0.78%) Bash
11 57 (0.60%) R
12 41 (0.43%) C
13 40 (0.42%) PHP
14 35 (0.37%) Bicep
15 32 (0.34%) Scala
16 30 (0.32%) Kotlin
17 29 (0.31%) Rust
18 20 (0.21%) Data Analysis Expressions
19 15 (0.16%) T-SQL
20 14 (0.15%) Swift
Qualifications
1 3,163 (33.51%) Degree
2 2,588 (27.42%) Master's Degree
3 2,552 (27.04%) PhD
4 2,458 (26.04%) Postgraduate
5 1,494 (15.83%) Azure Certification
6 360 (3.81%) Security Cleared
7 208 (2.20%) SC Cleared
8 145 (1.54%) Computer Science Degree
9 127 (1.35%) AWS Certification
10 117 (1.24%) DV Cleared
11 80 (0.85%) DBS Check
12 79 (0.84%) ACCA
13 59 (0.63%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 49 (0.52%) CISSP
16 44 (0.47%) Microsoft Certification
17 32 (0.34%) Cisco Certification
18 29 (0.31%) AWS Certified Solutions Architect
19 24 (0.25%) PMI Certification
20 22 (0.23%) PMP
Quality Assurance & Compliance
1 373 (3.95%) Accessibility
2 274 (2.90%) Data Quality
3 190 (2.01%) QA
4 176 (1.86%) GDPR
5 84 (0.89%) GRC
5 84 (0.89%) ISO/IEC 27001
6 76 (0.81%) WCAG
7 56 (0.59%) NIST
8 49 (0.52%) California Consumer Privacy Act
9 38 (0.40%) IFRS
10 37 (0.39%) SLA
11 26 (0.28%) PMO
12 23 (0.24%) Cyber Essentials
13 22 (0.23%) EU AI Act
14 21 (0.22%) HIPAA
14 21 (0.22%) PCI DSS
15 18 (0.19%) SOC 2
16 17 (0.18%) GxP
17 14 (0.15%) Actionable Recommendations
17 14 (0.15%) ISO/IEC 42001
System Software
1 325 (3.44%) Docker
2 96 (1.02%) Virtual Machines
3 89 (0.94%) Active Directory
4 28 (0.30%) Firmware
5 12 (0.13%) VMware Infrastructure
6 8 (0.085%) vSphere
7 7 (0.074%) Embedded Firmware
8 6 (0.064%) IAG
9 3 (0.032%) Kamailio
9 3 (0.032%) Virtual Desktop
10 2 (0.021%) Hyper-V
11 1 (0.011%) Apache Flume
11 1 (0.011%) VMware NSX
Systems Management
1 328 (3.47%) Kubernetes
2 250 (2.65%) Terraform
3 61 (0.65%) Ansible
4 52 (0.55%) Grafana
5 48 (0.51%) Prometheus
6 43 (0.46%) Microsoft Intune
7 29 (0.31%) Single Sign-On
8 12 (0.13%) Argo
9 11 (0.12%) Kubeflow
10 8 (0.085%) Proxmox
11 7 (0.074%) Nagios
11 7 (0.074%) Podman
11 7 (0.074%) Puppet
12 6 (0.064%) Cisco CUCM
13 5 (0.053%) Autotask
13 5 (0.053%) Functional Safety
14 4 (0.042%) Active Directory Federation Services
14 4 (0.042%) SolarWinds Orion
14 4 (0.042%) vCenter Server
15 3 (0.032%) RSA Archer
Vendors
1 2,086 (22.10%) Microsoft
2 304 (3.22%) Databricks
3 264 (2.80%) Adobe
4 205 (2.17%) Google
5 168 (1.78%) OpenAI
6 133 (1.41%) Dell
7 121 (1.28%) Salesforce
8 88 (0.93%) Oracle
9 82 (0.87%) ServiceNow
10 76 (0.81%) Cisco
11 64 (0.68%) Foundry
12 63 (0.67%) Apple
13 60 (0.64%) SAP
14 51 (0.54%) HubSpot
15 48 (0.51%) Palantir
16 42 (0.44%) CrowdStrike
17 38 (0.40%) Informatica
18 36 (0.38%) Palo Alto
19 31 (0.33%) Tenable
20 26 (0.28%) Red Hat