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

6 months to
20 May 2026
Same period 2025 Same period 2024
Rank 6 20 44
Rank change year-on-year +14 +24 +71
Permanent jobs citing AI 9,404 3,902 4,800
As % of all permanent jobs in the UK 10.19% 8.85% 4.94%
As % of the Processes & Methodologies category 13.84% 9.48% 5.82%
Number of salaries quoted 3,417 1,422 2,119
10th Percentile £38,303 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £95,000 £97,500 £92,500
90th Percentile £111,750 £117,500 £115,000
UK excluding London median annual salary £61,500 £65,000 £60,000
% change year-on-year -5.38% +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 67,959 41,142 82,492
As % of all permanent jobs advertised in the UK 73.66% 93.29% 84.82%
Number of salaries quoted 43,928 22,326 59,700
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,750 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £58,269 £55,000
Median % change year-on-year +2.97% +5.94% -10.10%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £100,000 £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 20 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 20 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 +14 8,642 £70,000 - 4,434
UK excluding London +12 6,496 £61,500 -5.38% 2,970
London +19 2,434 £85,000 -8.11% 2,175
North of England +27 2,200 £67,500 +17.39% 793
Work from Home +2 1,998 £67,500 +1.95% 3,224
Midlands +7 1,692 £52,500 -8.70% 385
North West +50 1,470 £72,500 +3.57% 414
West Midlands +8 1,360 £52,500 -8.70% 222
South East +5 1,177 £60,000 -7.69% 844
East of England +31 604 £60,000 -9.39% 278
Yorkshire +6 587 £65,000 +79.31% 241
South West +4 445 £60,000 +2.13% 289
East Midlands -9 343 £52,500 -8.70% 163
Scotland +10 220 £70,000 +55.56% 234
North East +6 143 £64,038 +28.72% 140
Wales +30 133 £53,171 -21.52% 100
Northern Ireland +14 60 £87,500 - 86
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
2 114 (1.21%) SharePoint
3 106 (1.13%) Apache Spark
4 72 (0.77%) CMS
5 70 (0.74%) Confluence
6 65 (0.69%) Jupyter
7 45 (0.48%) Apache
8 30 (0.32%) ArcGIS
8 30 (0.32%) WordPress
9 29 (0.31%) Palantir Foundry
10 20 (0.21%) Microsoft Exchange
11 15 (0.16%) SAS
12 12 (0.13%) Appian
13 7 (0.074%) JBoss
13 7 (0.074%) Oracle SOA Suite
13 7 (0.074%) WebSphere
14 6 (0.064%) IIS
15 5 (0.053%) Sitecore CMS
16 3 (0.032%) Camunda
16 3 (0.032%) Liferay
Applications
1 1,202 (12.78%) Microsoft Excel
2 104 (1.11%) Chatbot
3 88 (0.94%) 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 (0.043%) CapCut
12 3 (0.032%) Adobe XD
12 3 (0.032%) Productboard
Business Applications
1 38 (0.40%) Dynamics CRM
2 24 (0.26%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 10 (0.11%) 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
8 6 (0.064%) Workday HCM
9 4 (0.043%) Dynamics AX
9 4 (0.043%) Oracle Procure-to-Pay
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 2,712 (28.84%) Azure
2 2,553 (27.15%) Cloud Computing
3 1,633 (17.36%) Azure AI
4 1,524 (16.21%) Power Platform
5 988 (10.51%) AWS
6 496 (5.27%) SaaS
7 412 (4.38%) GCP
8 259 (2.75%) Microsoft 365
9 227 (2.41%) GitHub
10 207 (2.20%) Azure DevOps
11 204 (2.17%) Snowflake
12 183 (1.95%) Adobe Analytics
13 171 (1.82%) Microsoft Copilot
14 151 (1.61%) Serverless
15 133 (1.41%) Figma
16 125 (1.33%) Azure Synapse Analytics
17 119 (1.27%) Entra ID
18 114 (1.21%) Azure Machine Learning
19 111 (1.18%) GitHub Copilot
20 105 (1.12%) Anthropic Claude
Communications & Networking
1 2,465 (26.21%) Internet
2 310 (3.30%) Broadband
3 72 (0.77%) Firewall
4 50 (0.53%) Network Security
5 36 (0.38%) VPN
6 30 (0.32%) DNS
7 25 (0.27%) HTTP
8 24 (0.26%) TCP/IP
9 23 (0.24%) Unified Communications
10 18 (0.19%) 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 (0.096%) VoIP
15 8 (0.085%) 5G
15 8 (0.085%) SD-WAN
16 7 (0.074%) Wi-Fi
Database & Business Intelligence
1 1,371 (14.58%) Power BI
2 1,249 (13.28%) Tableau
3 179 (1.90%) SQL Server
4 172 (1.83%) Data Warehouse
5 144 (1.53%) MongoDB
6 139 (1.48%) Data Lake
7 113 (1.20%) PostgreSQL
8 94 (1.00%) Metadata
9 77 (0.82%) BigQuery
9 77 (0.82%) NoSQL
10 76 (0.81%) Azure SQL Database
11 68 (0.72%) Elasticsearch
12 65 (0.69%) Big Data
13 62 (0.66%) Looker
14 46 (0.49%) Amazon Redshift
15 44 (0.47%) MySQL
16 43 (0.46%) Relational Database
17 42 (0.45%) Pinecone
18 37 (0.39%) Redis
19 31 (0.33%) GIS
Development Applications
1 178 (1.89%) Git
2 92 (0.98%) JIRA
3 80 (0.85%) MLflow
4 70 (0.74%) Jenkins
5 58 (0.62%) Visual Studio Code
6 57 (0.61%) Claude Code
7 55 (0.58%) GitLab
8 27 (0.29%) Selenium
9 25 (0.27%) IBM UrbanCode
9 25 (0.27%) Snyk
10 19 (0.20%) Cypress.io
10 19 (0.20%) Postman
11 14 (0.15%) SpecFlow
12 12 (0.13%) JUnit
12 12 (0.13%) Visual Studio
13 11 (0.12%) Maven
13 11 (0.12%) Vite
14 10 (0.11%) Storybook
15 9 (0.096%) Gradle
16 7 (0.074%) WebDriver
General
1 5,053 (53.73%) Social Skills
2 2,935 (31.21%) Inclusion and Diversity
3 2,640 (28.07%) Banking
4 1,207 (12.83%) Finance
5 640 (6.81%) Analytical Skills
6 437 (4.65%) Marketing
7 343 (3.65%) Games
8 311 (3.31%) Legal
9 289 (3.07%) Public Sector
10 275 (2.92%) Law
11 242 (2.57%) Retail
12 160 (1.70%) Manufacturing
13 132 (1.40%) Influencing Skills
14 117 (1.24%) Organisational Skills
15 75 (0.80%) Presentation Skills
15 75 (0.80%) Telecoms
16 67 (0.71%) Financial Institution
17 66 (0.70%) Automotive
18 64 (0.68%) Advertising
19 47 (0.50%) Investment Banking
Job Titles
1 1,867 (19.85%) Lecturer
2 1,384 (14.72%) Analyst
3 1,153 (12.26%) Data Analyst
4 1,127 (11.98%) Junior
5 1,105 (11.75%) Junior Analyst
6 1,102 (11.72%) Junior Data Analyst
7 961 (10.22%) Senior
8 689 (7.33%) Lead
9 560 (5.95%) Developer
10 555 (5.90%) Artificial Intelligence Engineer
11 487 (5.18%) Architect
12 285 (3.03%) Software Engineer
13 269 (2.86%) Consultant
14 235 (2.50%) Data Engineer
15 195 (2.07%) Solutions Architect
16 150 (1.60%) Python Engineer
17 149 (1.58%) Data Scientist
18 117 (1.24%) Full-Stack Developer
19 113 (1.20%) Full-Stack Engineer
20 101 (1.07%) Senior Manager
Libraries, Frameworks & Software Standards
1 324 (3.45%) React
2 270 (2.87%) .NET
3 178 (1.89%) PyTorch
4 165 (1.75%) REST
5 155 (1.65%) HTML
6 151 (1.61%) CSS
7 149 (1.58%) Node.js
7 149 (1.58%) RESTful
8 145 (1.54%) LangChain
9 133 (1.41%) TensorFlow
10 124 (1.32%) scikit-learn
11 121 (1.29%) Kafka
12 105 (1.12%) Pandas
13 102 (1.08%) FastAPI
14 88 (0.94%) AngularJS
15 84 (0.89%) Django
16 83 (0.88%) Hugging Face
17 80 (0.85%) PySpark
18 79 (0.84%) NumPy
19 75 (0.80%) Spring
Miscellaneous
1 2,486 (26.44%) IoT
2 373 (3.97%) Cloud Native
3 244 (2.59%) Social Media
4 226 (2.40%) AI Agents
5 197 (2.09%) Product Ownership
6 188 (2.00%) Onboarding
7 173 (1.84%) Algorithms
8 163 (1.73%) Distributed Systems
9 141 (1.50%) Robotics
10 109 (1.16%) Low-Code
11 105 (1.12%) Self-Motivation
12 97 (1.03%) Enterprise Software
12 97 (1.03%) Management Information System
13 94 (1.00%) Data Centre
14 91 (0.97%) Mobile App
15 85 (0.90%) Public Cloud
16 71 (0.75%) Blog
16 71 (0.75%) Legacy Systems
17 70 (0.74%) Virtual Team
18 58 (0.62%) Life Science
Operating Systems
1 107 (1.14%) Windows
2 96 (1.02%) Linux
3 71 (0.75%) Android
4 51 (0.54%) Apple iOS
5 37 (0.39%) Windows Server
6 34 (0.36%) Unix
7 14 (0.15%) Ubuntu
8 13 (0.14%) VMS
9 9 (0.096%) Mac OS
10 5 (0.053%) Windows Server 2016
11 4 (0.043%) 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 3,761 (39.99%) Machine Learning
2 2,783 (29.59%) Cybersecurity
3 2,776 (29.52%) User Experience
4 2,483 (26.40%) Web Development
5 1,496 (15.91%) Business Intelligence
6 1,305 (13.88%) Analytics
7 1,110 (11.80%) Agile
8 930 (9.89%) Roadmaps
9 827 (8.79%) CI/CD
10 780 (8.29%) Problem-Solving
11 760 (8.08%) Software Engineering
12 691 (7.35%) Decision-Making
13 662 (7.04%) Continuous Improvement
14 648 (6.89%) DevOps
15 639 (6.79%) LLM
16 585 (6.22%) Mentoring
17 579 (6.16%) Generative AI
18 546 (5.81%) Data Science
19 462 (4.91%) Artificial Intelligence Engineering
20 461 (4.90%) Full-Stack Development
Programming Languages
1 2,888 (30.71%) Python
2 1,797 (19.11%) SQL
3 321 (3.41%) JavaScript
4 283 (3.01%) Java
5 275 (2.92%) C#
6 254 (2.70%) TypeScript
7 99 (1.05%) C++
8 86 (0.91%) PowerShell
9 80 (0.85%) Go
10 73 (0.78%) Bash
11 58 (0.62%) R
12 40 (0.43%) C
12 40 (0.43%) PHP
13 34 (0.36%) Bicep
14 32 (0.34%) Scala
15 30 (0.32%) Kotlin
16 29 (0.31%) Rust
17 20 (0.21%) Data Analysis Expressions
18 15 (0.16%) T-SQL
19 14 (0.15%) Apex Code
Qualifications
1 3,172 (33.73%) Degree
2 2,587 (27.51%) Master's Degree
3 2,550 (27.12%) PhD
4 2,458 (26.14%) Postgraduate
5 1,496 (15.91%) Azure Certification
6 358 (3.81%) Security Cleared
7 208 (2.21%) SC Cleared
8 146 (1.55%) Computer Science Degree
9 130 (1.38%) AWS Certification
10 117 (1.24%) DV Cleared
11 81 (0.86%) DBS Check
12 80 (0.85%) ACCA
13 60 (0.64%) CIMA
14 56 (0.60%) AWS Certified Cloud Practitioner
15 48 (0.51%) CISSP
16 45 (0.48%) Microsoft Certification
17 31 (0.33%) Cisco Certification
18 30 (0.32%) AWS Certified Solutions Architect
19 26 (0.28%) PMI Certification
20 24 (0.26%) PMP
Quality Assurance & Compliance
1 370 (3.93%) Accessibility
2 277 (2.95%) Data Quality
3 184 (1.96%) QA
4 173 (1.84%) GDPR
5 85 (0.90%) GRC
6 81 (0.86%) ISO/IEC 27001
7 75 (0.80%) WCAG
8 53 (0.56%) NIST
9 49 (0.52%) California Consumer Privacy Act
10 39 (0.41%) IFRS
11 37 (0.39%) SLA
12 26 (0.28%) PMO
13 21 (0.22%) Cyber Essentials
13 21 (0.22%) EU AI Act
13 21 (0.22%) HIPAA
13 21 (0.22%) PCI DSS
14 18 (0.19%) SOC 2
15 17 (0.18%) GxP
16 14 (0.15%) ISO/IEC 42001
17 13 (0.14%) Actionable Recommendations
System Software
1 323 (3.43%) Docker
2 96 (1.02%) Virtual Machines
3 89 (0.95%) Active Directory
4 27 (0.29%) Firmware
5 11 (0.12%) VMware Infrastructure
6 8 (0.085%) vSphere
7 7 (0.074%) Embedded Firmware
8 5 (0.053%) 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
1 326 (3.47%) Kubernetes
2 249 (2.65%) Terraform
3 62 (0.66%) Ansible
4 52 (0.55%) Grafana
5 48 (0.51%) Prometheus
6 42 (0.45%) Microsoft Intune
7 31 (0.33%) 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 (0.043%) Active Directory Federation Services
14 4 (0.043%) SolarWinds Orion
14 4 (0.043%) vCenter Server
15 3 (0.032%) SCCM
Vendors
1 2,079 (22.11%) Microsoft
2 305 (3.24%) Databricks
3 264 (2.81%) Adobe
4 204 (2.17%) Google
5 167 (1.78%) OpenAI
6 133 (1.41%) Dell
7 121 (1.29%) Salesforce
8 87 (0.93%) Oracle
9 79 (0.84%) ServiceNow
10 75 (0.80%) Cisco
11 63 (0.67%) Foundry
12 62 (0.66%) Apple
12 62 (0.66%) SAP
13 49 (0.52%) HubSpot
13 49 (0.52%) Palantir
14 42 (0.45%) CrowdStrike
15 39 (0.41%) Informatica
16 36 (0.38%) Palo Alto
17 31 (0.33%) Tenable
18 26 (0.28%) Red Hat