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

6 months to
19 May 2026
Same period 2025 Same period 2024
Rank 6 20 44
Rank change year-on-year +14 +24 +72
Permanent jobs citing AI 9,384 3,879 4,800
As % of all permanent jobs in the UK 10.20% 8.80% 4.94%
As % of the Processes & Methodologies category 13.84% 9.44% 5.82%
Number of salaries quoted 3,404 1,420 2,119
10th Percentile £38,151 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £69,018 £70,000
Median % change year-on-year +1.42% -1.40% -6.67%
75th Percentile £95,000 £97,500 £92,500
90th Percentile £112,125 £117,625 £115,000
UK excluding London median annual salary £61,418 £65,000 £60,000
% change year-on-year -5.51% +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 67,796 41,102 82,489
As % of all permanent jobs advertised in the UK 73.66% 93.28% 84.85%
Number of salaries quoted 43,826 22,293 59,720
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,500 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £58,500 £55,000
Median % change year-on-year +2.56% +6.36% -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 19 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 19 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 8,619 £70,000 - 4,045
UK excluding London +12 6,484 £61,418 -5.51% 2,757
London +20 2,424 £85,000 -8.11% 1,891
North of England +27 2,198 £67,500 +17.39% 799
Work from Home +3 1,993 £67,500 +1.95% 2,674
Midlands +7 1,690 £52,500 -8.70% 399
North West +50 1,468 £72,500 +3.57% 403
West Midlands +9 1,359 £52,500 -8.70% 239
South East +6 1,173 £60,000 -7.69% 738
East of England +34 602 £60,000 -9.39% 197
Yorkshire +4 588 £65,000 +62.50% 251
South West +5 445 £60,000 +4.35% 263
East Midlands -7 342 £52,500 -8.70% 160
Scotland +8 220 £70,000 +55.56% 234
North East +9 142 £63,076 +26.78% 147
Wales +27 132 £53,585 -20.02% 89
Northern Ireland +12 61 £88,750 - 67
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
1 117 (1.25%) SharePoint
2 116 (1.24%) Apache Airflow
3 105 (1.12%) Apache Spark
4 74 (0.79%) CMS
5 70 (0.75%) Confluence
6 65 (0.69%) Jupyter
7 44 (0.47%) Apache
8 30 (0.32%) ArcGIS
8 30 (0.32%) WordPress
9 28 (0.30%) Palantir Foundry
10 20 (0.21%) Microsoft Exchange
11 15 (0.16%) SAS
12 13 (0.14%) Appian
13 7 (0.075%) JBoss
13 7 (0.075%) Oracle SOA Suite
13 7 (0.075%) WebSphere
14 5 (0.053%) IIS
14 5 (0.053%) Sitecore CMS
15 4 (0.043%) Umbraco
16 3 (0.032%) Liferay
Applications
1 1,202 (12.81%) 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 (0.25%) MS Visio
6 23 (0.25%) Spreadsheet
7 7 (0.075%) Adobe Creative Suite
7 7 (0.075%) Maya
7 7 (0.075%) Photoshop
7 7 (0.075%) Simulink
8 6 (0.064%) Adobe After Effects
8 6 (0.064%) Adobe Illustrator
8 6 (0.064%) Camtasia
8 6 (0.064%) Sketch
9 5 (0.053%) Adobe Premiere
9 5 (0.053%) Microsoft Project
10 4 (0.043%) CapCut
11 3 (0.032%) Adobe XD
11 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 9 (0.096%) Oracle ERP
6 8 (0.085%) Distributed Ledger
6 8 (0.085%) Salesforce CRM
6 8 (0.085%) Workday HCM
7 6 (0.064%) Oracle EBS
7 6 (0.064%) Sage 50
8 4 (0.043%) Dynamics AX
8 4 (0.043%) Oracle Procure-to-Pay
9 3 (0.032%) Dynamics GP
9 3 (0.032%) Shopify
9 3 (0.032%) Sparx Enterprise Architect
10 2 (0.021%) Dynamics NAV
10 2 (0.021%) Oracle Assets
10 2 (0.021%) Oracle Payables
10 2 (0.021%) SAP MDG
10 2 (0.021%) Unit4 Business World
Cloud Services
1 2,705 (28.83%) Azure
2 2,552 (27.20%) Cloud Computing
3 1,631 (17.38%) Azure AI
4 1,529 (16.29%) Power Platform
5 983 (10.48%) AWS
6 494 (5.26%) SaaS
7 411 (4.38%) GCP
8 257 (2.74%) Microsoft 365
9 228 (2.43%) GitHub
10 207 (2.21%) Azure DevOps
11 206 (2.20%) Snowflake
12 183 (1.95%) Adobe Analytics
13 170 (1.81%) Microsoft Copilot
14 150 (1.60%) Serverless
15 132 (1.41%) Figma
16 126 (1.34%) Azure Synapse Analytics
17 116 (1.24%) Entra ID
18 114 (1.21%) Azure Machine Learning
19 110 (1.17%) GitHub Copilot
20 106 (1.13%) Power Automate
Communications & Networking
1 2,465 (26.27%) Internet
2 309 (3.29%) Broadband
3 71 (0.76%) Firewall
4 48 (0.51%) Network Security
5 34 (0.36%) VPN
6 28 (0.30%) DNS
7 25 (0.27%) HTTP
8 24 (0.26%) TCP/IP
9 23 (0.25%) Unified Communications
10 18 (0.19%) WAN
11 16 (0.17%) DHCP
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%) Intranet
14 9 (0.096%) VoIP
15 8 (0.085%) 5G
15 8 (0.085%) SD-WAN
Database & Business Intelligence
1 1,376 (14.66%) Power BI
2 1,248 (13.30%) Tableau
3 178 (1.90%) SQL Server
4 173 (1.84%) Data Warehouse
5 143 (1.52%) MongoDB
6 141 (1.50%) Data Lake
7 112 (1.19%) PostgreSQL
8 95 (1.01%) Metadata
9 77 (0.82%) BigQuery
10 75 (0.80%) Azure SQL Database
10 75 (0.80%) NoSQL
11 67 (0.71%) Elasticsearch
12 64 (0.68%) Big Data
13 61 (0.65%) Looker
14 46 (0.49%) Amazon Redshift
15 43 (0.46%) Pinecone
16 41 (0.44%) MySQL
16 41 (0.44%) Relational Database
17 37 (0.39%) Redis
18 31 (0.33%) Snowflake Schema
Development Applications
1 180 (1.92%) Git
2 91 (0.97%) JIRA
3 80 (0.85%) MLflow
4 70 (0.75%) Jenkins
5 58 (0.62%) Visual Studio Code
6 56 (0.60%) Claude Code
7 55 (0.59%) 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 (0.075%) WebDriver
General
1 5,047 (53.78%) Social Skills
2 2,933 (31.26%) Inclusion and Diversity
3 2,641 (28.14%) Banking
4 1,202 (12.81%) Finance
5 638 (6.80%) Analytical Skills
6 437 (4.66%) Marketing
7 343 (3.66%) Games
8 311 (3.31%) Legal
9 291 (3.10%) Public Sector
10 273 (2.91%) Law
11 242 (2.58%) Retail
12 161 (1.72%) Manufacturing
13 131 (1.40%) Influencing Skills
14 114 (1.21%) Organisational Skills
15 77 (0.82%) Presentation Skills
16 76 (0.81%) Telecoms
17 66 (0.70%) Automotive
17 66 (0.70%) Financial Institution
18 64 (0.68%) Advertising
19 47 (0.50%) Investment Banking
Job Titles
1 1,866 (19.88%) Lecturer
2 1,381 (14.72%) Analyst
3 1,151 (12.27%) Data Analyst
4 1,126 (12.00%) Junior
5 1,105 (11.78%) Junior Analyst
6 1,102 (11.74%) Junior Data Analyst
7 956 (10.19%) Senior
8 687 (7.32%) Lead
9 562 (5.99%) Developer
10 549 (5.85%) Artificial Intelligence Engineer
11 485 (5.17%) Architect
12 283 (3.02%) Software Engineer
13 266 (2.83%) Consultant
14 234 (2.49%) Data Engineer
15 195 (2.08%) Solutions Architect
16 148 (1.58%) Data Scientist
16 148 (1.58%) Python Engineer
17 116 (1.24%) Full-Stack Developer
18 113 (1.20%) Full-Stack Engineer
19 101 (1.08%) Senior Manager
Libraries, Frameworks & Software Standards
1 322 (3.43%) React
2 270 (2.88%) .NET
3 178 (1.90%) PyTorch
4 166 (1.77%) REST
5 157 (1.67%) HTML
6 152 (1.62%) CSS
7 149 (1.59%) Node.js
7 149 (1.59%) RESTful
8 144 (1.53%) LangChain
9 133 (1.42%) TensorFlow
10 124 (1.32%) scikit-learn
11 120 (1.28%) Kafka
12 105 (1.12%) Pandas
13 102 (1.09%) FastAPI
14 85 (0.91%) AngularJS
15 83 (0.88%) Django
15 83 (0.88%) Hugging Face
16 80 (0.85%) PySpark
17 79 (0.84%) NumPy
18 74 (0.79%) Spring
Miscellaneous
1 2,486 (26.49%) IoT
2 373 (3.97%) Cloud Native
3 243 (2.59%) Social Media
4 224 (2.39%) AI Agents
5 198 (2.11%) Product Ownership
6 188 (2.00%) Onboarding
7 173 (1.84%) Algorithms
8 163 (1.74%) Distributed Systems
9 141 (1.50%) Robotics
10 108 (1.15%) Low-Code
11 104 (1.11%) 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 84 (0.90%) Public Cloud
16 72 (0.77%) Blog
17 71 (0.76%) Legacy Systems
18 70 (0.75%) Virtual Team
19 59 (0.63%) Life Science
Operating Systems
1 102 (1.09%) Windows
2 93 (0.99%) Linux
3 71 (0.76%) Android
4 51 (0.54%) Apple iOS
5 36 (0.38%) Unix
6 35 (0.37%) Windows Server
7 14 (0.15%) Ubuntu
8 13 (0.14%) VMS
9 8 (0.085%) 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 3,760 (40.07%) Machine Learning
2 2,780 (29.62%) Cybersecurity
3 2,772 (29.54%) User Experience
4 2,485 (26.48%) Web Development
5 1,501 (16.00%) Business Intelligence
6 1,306 (13.92%) Analytics
7 1,107 (11.80%) Agile
8 928 (9.89%) Roadmaps
9 827 (8.81%) CI/CD
10 776 (8.27%) Problem-Solving
11 755 (8.05%) Software Engineering
12 691 (7.36%) Decision-Making
13 662 (7.05%) Continuous Improvement
14 650 (6.93%) DevOps
15 637 (6.79%) LLM
16 584 (6.22%) Mentoring
17 581 (6.19%) Generative AI
18 547 (5.83%) Data Science
19 460 (4.90%) Artificial Intelligence Engineering
20 458 (4.88%) Full-Stack Development
Programming Languages
1 2,880 (30.69%) Python
2 1,798 (19.16%) SQL
3 325 (3.46%) JavaScript
4 283 (3.02%) Java
5 275 (2.93%) C#
6 255 (2.72%) TypeScript
7 97 (1.03%) C++
8 83 (0.88%) PowerShell
9 81 (0.86%) Go
10 75 (0.80%) Bash
11 59 (0.63%) 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 3,168 (33.76%) Degree
2 2,586 (27.56%) Master's Degree
3 2,547 (27.14%) PhD
4 2,457 (26.18%) Postgraduate
5 1,494 (15.92%) Azure Certification
6 359 (3.83%) Security Cleared
7 209 (2.23%) SC Cleared
8 144 (1.53%) Computer Science Degree
9 129 (1.37%) AWS Certification
10 116 (1.24%) DV Cleared
11 82 (0.87%) DBS Check
12 77 (0.82%) ACCA
13 58 (0.62%) CIMA
14 56 (0.60%) AWS Certified Cloud Practitioner
15 49 (0.52%) CISSP
16 43 (0.46%) Microsoft Certification
17 31 (0.33%) Cisco Certification
18 30 (0.32%) AWS Certified Solutions Architect
19 27 (0.29%) PMI Certification
20 25 (0.27%) PMP
Quality Assurance & Compliance
1 371 (3.95%) Accessibility
2 275 (2.93%) Data Quality
3 183 (1.95%) QA
4 172 (1.83%) GDPR
5 85 (0.91%) GRC
6 80 (0.85%) ISO/IEC 27001
7 77 (0.82%) WCAG
8 53 (0.56%) NIST
9 49 (0.52%) California Consumer Privacy Act
10 38 (0.40%) IFRS
10 38 (0.40%) SLA
11 26 (0.28%) PMO
12 21 (0.22%) EU AI Act
12 21 (0.22%) HIPAA
12 21 (0.22%) PCI DSS
13 20 (0.21%) Cyber Essentials
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
1 324 (3.45%) Docker
2 95 (1.01%) Virtual Machines
3 87 (0.93%) Active Directory
4 26 (0.28%) Firmware
5 10 (0.11%) VMware Infrastructure
6 7 (0.075%) vSphere
7 6 (0.064%) 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
2 251 (2.67%) Terraform
3 63 (0.67%) Ansible
4 52 (0.55%) Grafana
5 49 (0.52%) Prometheus
6 41 (0.44%) Microsoft Intune
7 32 (0.34%) Single Sign-On
8 12 (0.13%) Argo
9 11 (0.12%) Kubeflow
10 8 (0.085%) Proxmox
11 7 (0.075%) Nagios
11 7 (0.075%) Podman
11 7 (0.075%) 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 2,075 (22.11%) Microsoft
2 304 (3.24%) Databricks
3 263 (2.80%) Adobe
4 205 (2.18%) Google
5 166 (1.77%) OpenAI
6 133 (1.42%) Dell
7 121 (1.29%) Salesforce
8 85 (0.91%) Oracle
9 78 (0.83%) ServiceNow
10 74 (0.79%) Cisco
11 62 (0.66%) Apple
12 61 (0.65%) Foundry
12 61 (0.65%) SAP
13 49 (0.52%) HubSpot
14 48 (0.51%) Palantir
15 42 (0.45%) CrowdStrike
16 39 (0.42%) Informatica
17 36 (0.38%) Palo Alto
18 31 (0.33%) Tenable
19 26 (0.28%) Red Hat