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

6 months to
24 May 2026
Same period 2025 Same period 2024
Rank 6 17 45
Rank change year-on-year +11 +28 +70
Permanent jobs citing AI 9,424 3,973 4,818
As % of all permanent jobs in the UK 10.15% 9.26% 4.90%
As % of the Processes & Methodologies category 13.75% 9.93% 5.81%
Number of salaries quoted 3,497 1,334 2,139
10th Percentile £39,913 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £67,500 £70,000
Median % change year-on-year +3.70% -3.57% -6.67%
75th Percentile £95,000 £97,500 £92,500
90th Percentile £112,500 £118,375 £115,000
UK excluding London median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +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 68,525 40,020 82,895
As % of all permanent jobs advertised in the UK 73.79% 93.31% 84.38%
Number of salaries quoted 44,515 20,986 59,915
10th Percentile £30,000 £30,000 £29,250
25th Percentile £40,839 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £59,000 £55,000
Median % change year-on-year +1.69% +7.27% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £52,500 £51,645 £50,000
% change year-on-year +1.66% +3.29% -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 24 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 24 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 8,675 £70,000 - 3,702
UK excluding London +9 6,499 £62,500 -3.85% 2,072
London +18 2,449 £85,000 -8.11% 2,083
North of England +24 2,221 £67,500 +17.39% 604
Work from Home +2 2,037 £68,250 +3.09% 1,703
Midlands +4 1,692 £52,500 -8.70% 239
North West +44 1,481 £72,500 +5.45% 368
West Midlands +7 1,362 £52,500 -8.70% 146
South East +6 1,183 £60,000 - 633
East of England +32 592 £60,000 -9.39% 160
Yorkshire +4 587 £65,000 +85.71% 154
South West -1 446 £60,000 +4.45% 216
East Midlands -8 341 £52,500 -8.70% 91
Scotland +4 208 £70,000 +55.56% 126
North East +6 153 £65,000 +30.65% 84
Wales +28 133 £53,171 -22.66% 37
Northern Ireland +12 59 £75,000 - 82
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
1 118 (1.25%) Apache Airflow
1 118 (1.25%) SharePoint
2 106 (1.12%) Apache Spark
3 71 (0.75%) CMS
4 68 (0.72%) Confluence
5 66 (0.70%) Jupyter
6 47 (0.50%) Apache
7 31 (0.33%) WordPress
8 30 (0.32%) ArcGIS
9 29 (0.31%) Palantir Foundry
10 25 (0.27%) 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
14 6 (0.064%) Sitecore CMS
15 3 (0.032%) Camunda
15 3 (0.032%) Liferay
Applications
1 1,149 (12.19%) Microsoft Excel
2 106 (1.12%) Chatbot
3 84 (0.89%) Microsoft Office
4 62 (0.66%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.24%) MS Visio
6 23 (0.24%) Spreadsheet
7 10 (0.11%) Adobe Creative Suite
7 10 (0.11%) Photoshop
8 9 (0.096%) Adobe After Effects
8 9 (0.096%) Adobe Illustrator
9 8 (0.085%) Simulink
10 7 (0.074%) Maya
11 6 (0.064%) Camtasia
11 6 (0.064%) Sketch
12 5 (0.053%) Adobe Premiere
12 5 (0.053%) InDesign
12 5 (0.053%) Microsoft Project
13 4 (0.042%) CapCut
14 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 (0.096%) Oracle ERP
6 8 (0.085%) Distributed Ledger
6 8 (0.085%) Sage 50
6 8 (0.085%) Salesforce CRM
7 7 (0.074%) Oracle EBS
8 4 (0.042%) Dynamics AX
8 4 (0.042%) Oracle Procure-to-Pay
8 4 (0.042%) Workday HCM
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 2,681 (28.45%) Azure
2 2,553 (27.09%) Cloud Computing
3 1,579 (16.76%) Azure AI
4 1,481 (15.72%) Power Platform
5 1,018 (10.80%) AWS
6 497 (5.27%) SaaS
7 425 (4.51%) GCP
8 270 (2.87%) Microsoft 365
9 227 (2.41%) GitHub
10 205 (2.18%) Snowflake
11 203 (2.15%) Azure DevOps
12 184 (1.95%) Adobe Analytics
13 176 (1.87%) Microsoft Copilot
14 158 (1.68%) Serverless
15 136 (1.44%) Figma
16 125 (1.33%) Azure Synapse Analytics
17 123 (1.31%) Entra ID
18 116 (1.23%) Anthropic Claude
19 114 (1.21%) Azure Machine Learning
20 109 (1.16%) GitHub Copilot
Communications & Networking
1 2,465 (26.16%) Internet
2 310 (3.29%) Broadband
3 73 (0.77%) Firewall
4 53 (0.56%) Network Security
5 38 (0.40%) VPN
6 32 (0.34%) DNS
7 25 (0.27%) TCP/IP
8 24 (0.25%) HTTP
9 23 (0.24%) Unified Communications
10 19 (0.20%) DHCP
10 19 (0.20%) WAN
11 17 (0.18%) VLAN
12 13 (0.14%) BGP
12 13 (0.14%) OSPF
13 12 (0.13%) MQTT
14 10 (0.11%) Wireless
15 9 (0.096%) VoIP
16 8 (0.085%) 5G
16 8 (0.085%) SD-WAN
16 8 (0.085%) Wi-Fi
Database & Business Intelligence
1 1,324 (14.05%) Power BI
2 1,191 (12.64%) Tableau
3 183 (1.94%) SQL Server
4 171 (1.81%) Data Warehouse
5 145 (1.54%) MongoDB
6 140 (1.49%) Data Lake
7 115 (1.22%) PostgreSQL
8 95 (1.01%) Metadata
9 79 (0.84%) NoSQL
10 77 (0.82%) BigQuery
11 75 (0.80%) Azure SQL Database
12 69 (0.73%) Elasticsearch
13 68 (0.72%) Big Data
14 61 (0.65%) Looker
15 47 (0.50%) MySQL
16 46 (0.49%) Amazon Redshift
16 46 (0.49%) Pinecone
16 46 (0.49%) Relational Database
17 36 (0.38%) Redis
18 31 (0.33%) GIS
Development Applications
1 182 (1.93%) Git
2 89 (0.94%) JIRA
3 82 (0.87%) MLflow
4 70 (0.74%) Jenkins
5 65 (0.69%) Claude Code
6 59 (0.63%) Visual Studio Code
7 57 (0.60%) GitLab
8 27 (0.29%) Selenium
9 25 (0.27%) IBM UrbanCode
9 25 (0.27%) Snyk
10 20 (0.21%) Cypress.io
10 20 (0.21%) Postman
11 14 (0.15%) JUnit
11 14 (0.15%) SpecFlow
12 13 (0.14%) Maven
12 13 (0.14%) Visual Studio
13 11 (0.12%) Vite
14 10 (0.11%) Storybook
15 9 (0.096%) Gradle
16 7 (0.074%) WebDriver
General
1 5,016 (53.23%) Social Skills
2 2,929 (31.08%) Inclusion and Diversity
3 2,637 (27.98%) Banking
4 1,222 (12.97%) Finance
5 638 (6.77%) Analytical Skills
6 441 (4.68%) Marketing
7 343 (3.64%) Games
8 315 (3.34%) Legal
9 293 (3.11%) Public Sector
10 278 (2.95%) Law
11 247 (2.62%) Retail
12 158 (1.68%) Manufacturing
13 137 (1.45%) Influencing Skills
14 121 (1.28%) Organisational Skills
15 75 (0.80%) Presentation Skills
16 73 (0.77%) Telecoms
17 67 (0.71%) Advertising
17 67 (0.71%) Financial Institution
18 66 (0.70%) Automotive
19 47 (0.50%) Investment Banking
Job Titles
1 1,867 (19.81%) Lecturer
2 1,332 (14.13%) Analyst
3 1,098 (11.65%) Data Analyst
4 1,072 (11.38%) Junior
5 1,050 (11.14%) Junior Analyst
6 1,047 (11.11%) Junior Data Analyst
7 971 (10.30%) Senior
8 701 (7.44%) Lead
9 571 (6.06%) Artificial Intelligence Engineer
10 567 (6.02%) Developer
11 498 (5.28%) Architect
12 298 (3.16%) Software Engineer
13 269 (2.85%) Consultant
14 243 (2.58%) Data Engineer
15 198 (2.10%) Solutions Architect
16 154 (1.63%) Python Engineer
17 151 (1.60%) Data Scientist
18 119 (1.26%) Full-Stack Developer
19 114 (1.21%) Full-Stack Engineer
20 102 (1.08%) Engineering Manager
Libraries, Frameworks & Software Standards
1 336 (3.57%) React
2 275 (2.92%) .NET
3 180 (1.91%) PyTorch
4 172 (1.83%) REST
5 157 (1.67%) LangChain
6 155 (1.64%) CSS
7 153 (1.62%) Node.js
8 152 (1.61%) RESTful
9 149 (1.58%) HTML
10 136 (1.44%) TensorFlow
11 126 (1.34%) scikit-learn
12 124 (1.32%) Kafka
13 106 (1.12%) Pandas
14 104 (1.10%) FastAPI
15 91 (0.97%) AngularJS
16 84 (0.89%) Django
17 83 (0.88%) Hugging Face
18 81 (0.86%) PySpark
19 80 (0.85%) NumPy
20 79 (0.84%) Spring
Miscellaneous
1 2,488 (26.40%) IoT
2 381 (4.04%) Cloud Native
3 247 (2.62%) Social Media
4 242 (2.57%) AI Agents
5 205 (2.18%) Product Ownership
6 177 (1.88%) Algorithms
7 173 (1.84%) Onboarding
8 169 (1.79%) Distributed Systems
9 141 (1.50%) Robotics
10 111 (1.18%) Low-Code
11 107 (1.14%) Management Information System
12 105 (1.11%) Self-Motivation
13 99 (1.05%) Enterprise Software
14 96 (1.02%) Data Centre
15 92 (0.98%) Mobile App
16 82 (0.87%) Public Cloud
17 74 (0.79%) Legacy Systems
18 70 (0.74%) Virtual Team
19 60 (0.64%) Blog
19 60 (0.64%) Life Science
Operating Systems
1 112 (1.19%) Windows
2 101 (1.07%) Linux
3 72 (0.76%) Android
4 52 (0.55%) Apple iOS
5 38 (0.40%) Windows Server
6 25 (0.27%) 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 3,783 (40.14%) Machine Learning
2 2,794 (29.65%) Cybersecurity
3 2,782 (29.52%) User Experience
4 2,486 (26.38%) Web Development
5 1,446 (15.34%) Business Intelligence
6 1,321 (14.02%) Analytics
7 1,120 (11.88%) Agile
8 942 (10.00%) Roadmaps
9 844 (8.96%) CI/CD
10 790 (8.38%) Problem-Solving
11 788 (8.36%) Software Engineering
12 708 (7.51%) Decision-Making
13 671 (7.12%) Continuous Improvement
14 651 (6.91%) LLM
15 647 (6.87%) DevOps
16 601 (6.38%) Mentoring
17 584 (6.20%) Generative AI
18 555 (5.89%) Data Science
19 468 (4.97%) Full-Stack Development
20 465 (4.93%) Artificial Intelligence Engineering
Programming Languages
1 2,861 (30.36%) Python
2 1,762 (18.70%) SQL
3 329 (3.49%) JavaScript
4 288 (3.06%) Java
5 283 (3.00%) C#
6 264 (2.80%) TypeScript
7 103 (1.09%) C++
8 92 (0.98%) PowerShell
9 81 (0.86%) Go
10 75 (0.80%) Bash
11 58 (0.62%) R
12 44 (0.47%) C
13 39 (0.41%) PHP
14 35 (0.37%) Bicep
15 32 (0.34%) Scala
16 31 (0.33%) Kotlin
17 30 (0.32%) Rust
18 20 (0.21%) Data Analysis Expressions
19 15 (0.16%) T-SQL
20 14 (0.15%) Swift
Qualifications
1 3,152 (33.45%) Degree
2 2,589 (27.47%) Master's Degree
3 2,553 (27.09%) PhD
4 2,458 (26.08%) Postgraduate
5 1,439 (15.27%) Azure Certification
6 367 (3.89%) Security Cleared
7 213 (2.26%) SC Cleared
8 146 (1.55%) Computer Science Degree
9 128 (1.36%) AWS Certification
10 118 (1.25%) DV Cleared
11 81 (0.86%) DBS Check
12 80 (0.85%) ACCA
13 59 (0.63%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 51 (0.54%) CISSP
16 44 (0.47%) Microsoft Certification
17 33 (0.35%) Cisco Certification
18 30 (0.32%) AWS Certified Solutions Architect
19 25 (0.27%) PMI Certification
20 22 (0.23%) CISA
Quality Assurance & Compliance
1 373 (3.96%) Accessibility
2 278 (2.95%) Data Quality
3 192 (2.04%) QA
4 177 (1.88%) GDPR
5 87 (0.92%) ISO/IEC 27001
6 84 (0.89%) GRC
7 75 (0.80%) WCAG
8 57 (0.60%) NIST
9 49 (0.52%) California Consumer Privacy Act
10 39 (0.41%) SLA
11 38 (0.40%) IFRS
12 26 (0.28%) PMO
13 23 (0.24%) Cyber Essentials
14 22 (0.23%) EU AI Act
15 21 (0.22%) HIPAA
15 21 (0.22%) PCI DSS
16 18 (0.19%) SOC 2
17 17 (0.18%) GxP
18 15 (0.16%) ISO/IEC 42001
19 14 (0.15%) Actionable Recommendations
System Software
1 331 (3.51%) Docker
2 96 (1.02%) Virtual Machines
3 92 (0.98%) Active Directory
4 31 (0.33%) Firmware
5 12 (0.13%) VMware Infrastructure
6 9 (0.096%) Embedded Firmware
7 8 (0.085%) vSphere
8 6 (0.064%) IAG
9 5 (0.053%) Virtual Desktop
10 3 (0.032%) Kamailio
11 2 (0.021%) Hyper-V
12 1 (0.011%) Apache Flume
12 1 (0.011%) VMware NSX
Systems Management
1 335 (3.55%) Kubernetes
2 255 (2.71%) Terraform
3 61 (0.65%) Ansible
4 53 (0.56%) Grafana
5 49 (0.52%) Prometheus
6 45 (0.48%) Microsoft Intune
7 31 (0.33%) Single Sign-On
8 12 (0.13%) Argo
8 12 (0.13%) Kubeflow
9 8 (0.085%) Proxmox
9 8 (0.085%) Puppet
10 7 (0.074%) Nagios
10 7 (0.074%) Podman
11 6 (0.064%) Cisco CUCM
12 5 (0.053%) Autotask
12 5 (0.053%) Functional Safety
13 4 (0.042%) Active Directory Federation Services
13 4 (0.042%) SolarWinds Orion
13 4 (0.042%) vCenter Server
14 3 (0.032%) SCCM
Vendors
1 2,038 (21.63%) Microsoft
2 304 (3.23%) Databricks
3 266 (2.82%) Adobe
4 206 (2.19%) Google
5 167 (1.77%) OpenAI
6 133 (1.41%) Dell
7 122 (1.29%) Salesforce
8 90 (0.96%) Oracle
9 82 (0.87%) ServiceNow
10 78 (0.83%) Cisco
11 64 (0.68%) Apple
11 64 (0.68%) Foundry
12 61 (0.65%) SAP
13 52 (0.55%) HubSpot
14 48 (0.51%) Palantir
15 42 (0.45%) CrowdStrike
16 38 (0.40%) Informatica
17 37 (0.39%) Palo Alto
18 31 (0.33%) Tenable
19 26 (0.28%) Red Hat