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

6 months to
7 May 2026
Same period 2025 Same period 2024
Rank 6 26 44
Rank change year-on-year +20 +18 +73
Permanent jobs citing AI 10,872 3,121 4,797
As % of all permanent jobs in the UK 11.89% 7.14% 4.99%
As % of the Processes & Methodologies category 15.97% 7.68% 5.83%
Number of salaries quoted 3,245 1,516 2,110
10th Percentile £36,750 £26,750 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.45%
75th Percentile £95,000 £100,000 £92,500
90th Percentile £115,000 £117,500 £115,000
UK excluding London median annual salary £60,000 £66,200 £60,000
% change year-on-year -9.37% +10.33% -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 68,096 40,631 82,220
As % of all permanent jobs advertised in the UK 74.48% 93.01% 85.54%
Number of salaries quoted 42,564 22,679 59,766
10th Percentile £30,000 £30,580 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £59,773 £60,000 £55,000
Median % change year-on-year -0.38% +9.09% -10.57%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £52,000 £52,500 £50,000
% change year-on-year -0.95% +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 7 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 7 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 +22 10,052 £70,000 -3.45% 3,443
UK excluding London +24 7,734 £60,000 -9.37% 2,044
North of England +46 2,780 £65,000 - 528
London +28 2,653 £85,000 -8.11% 1,762
North West +48 2,013 £70,000 -3.45% 295
Work from Home +10 1,959 £67,500 +1.95% 1,707
Midlands +24 1,706 £52,500 -10.76% 273
South East +24 1,550 £60,000 -14.29% 628
West Midlands +26 1,329 £52,000 -9.57% 153
East of England +37 824 £59,450 -10.23% 232
Yorkshire +18 634 £65,000 +44.44% 144
South West +6 450 £60,000 +4.40% 219
East Midlands +26 388 £55,000 -12.00% 118
Scotland +7 241 £70,000 +55.56% 101
Wales +30 151 £53,171 -17.24% 58
North East +18 133 £59,000 +2.61% 90
Northern Ireland +10 70 £90,000 -10.00% 34
Channel Islands +2 8 - -

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
1 120 (1.10%) Apache Airflow
2 107 (0.98%) Apache Spark
2 107 (0.98%) SharePoint
3 69 (0.63%) CMS
4 67 (0.62%) Confluence
5 65 (0.60%) Jupyter
6 44 (0.40%) Apache
7 30 (0.28%) ArcGIS
8 28 (0.26%) Palantir Foundry
9 27 (0.25%) WordPress
10 19 (0.17%) Microsoft Exchange
11 17 (0.16%) Appian
12 11 (0.10%) SAS
13 9 (0.083%) JBoss
13 9 (0.083%) WebSphere
14 8 (0.074%) Oracle SOA Suite
15 5 (0.046%) IIS
16 4 (0.037%) Apache Pulsar
16 4 (0.037%) Umbraco
17 3 (0.028%) Liferay
Applications
1 1,259 (11.58%) Microsoft Excel
2 121 (1.11%) Chatbot
3 86 (0.79%) Microsoft Office
4 55 (0.51%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 23 (0.21%) MS Visio
7 22 (0.20%) Spreadsheet
8 7 (0.064%) Maya
9 6 (0.055%) Camtasia
10 5 (0.046%) Adobe Creative Suite
10 5 (0.046%) Adobe Premiere
10 5 (0.046%) Microsoft Project
10 5 (0.046%) Photoshop
11 4 (0.037%) Adobe After Effects
11 4 (0.037%) Adobe Illustrator
11 4 (0.037%) CapCut
12 3 (0.028%) Simulink
12 3 (0.028%) Sketch
13 2 (0.018%) Notion
13 2 (0.018%) Weka
Business Applications
1 35 (0.32%) Dynamics CRM
2 22 (0.20%) SAP S/4HANA
3 19 (0.17%) Cloudability
4 16 (0.15%) NetSuite
5 10 (0.092%) Oracle ERP
5 10 (0.092%) Workday HCM
6 8 (0.074%) Distributed Ledger
7 7 (0.064%) Salesforce CRM
8 5 (0.046%) Oracle EBS
9 4 (0.037%) Dynamics AX
9 4 (0.037%) Oracle Procure-to-Pay
9 4 (0.037%) Shopify
9 4 (0.037%) Sparx Enterprise Architect
10 3 (0.028%) SAP FI
11 2 (0.018%) Dynamics GP
11 2 (0.018%) Oracle Assets
11 2 (0.018%) SAP CO
11 2 (0.018%) SAP FI/CO
11 2 (0.018%) SAP SCM
11 2 (0.018%) Unit4 Business World
Cloud Services
1 4,148 (38.15%) Cloud Computing
2 2,684 (24.69%) Azure
3 1,654 (15.21%) Azure AI
4 1,566 (14.40%) Power Platform
5 925 (8.51%) AWS
6 490 (4.51%) SaaS
7 403 (3.71%) GCP
8 228 (2.10%) Microsoft 365
9 222 (2.04%) GitHub
10 209 (1.92%) Snowflake
11 188 (1.73%) Azure DevOps
12 184 (1.69%) Adobe Analytics
13 154 (1.42%) Microsoft Copilot
14 136 (1.25%) Serverless
15 128 (1.18%) Azure Synapse Analytics
16 126 (1.16%) Figma
17 115 (1.06%) Azure Machine Learning
18 113 (1.04%) Entra ID
19 108 (0.99%) GitHub Copilot
20 102 (0.94%) Power Automate
Communications & Networking
1 4,045 (37.21%) Internet
2 294 (2.70%) Broadband
3 67 (0.62%) Firewall
4 44 (0.40%) Network Security
5 31 (0.29%) VPN
6 26 (0.24%) HTTP
7 25 (0.23%) Unified Communications
8 24 (0.22%) DNS
9 19 (0.17%) WAN
10 18 (0.17%) TCP/IP
11 16 (0.15%) DHCP
12 11 (0.10%) VoIP
13 10 (0.092%) VLAN
13 10 (0.092%) Wireless
14 9 (0.083%) Intranet
15 8 (0.074%) MQTT
15 8 (0.074%) SD-WAN
16 7 (0.064%) Telepresence
16 7 (0.064%) WebEx
17 6 (0.055%) DMZ
Database & Business Intelligence
1 1,426 (13.12%) Power BI
2 1,302 (11.98%) Tableau
3 181 (1.66%) Data Warehouse
4 158 (1.45%) SQL Server
5 145 (1.33%) Data Lake
6 111 (1.02%) MongoDB
7 109 (1.00%) PostgreSQL
8 95 (0.87%) Metadata
9 80 (0.74%) NoSQL
10 70 (0.64%) BigQuery
11 64 (0.59%) Elasticsearch
12 63 (0.58%) Big Data
13 60 (0.55%) Looker
14 50 (0.46%) Azure SQL Database
15 48 (0.44%) Pinecone
16 47 (0.43%) Amazon Redshift
17 37 (0.34%) Relational Database
18 36 (0.33%) MySQL
19 34 (0.31%) Redis
20 33 (0.30%) Snowflake Schema
Development Applications
1 166 (1.53%) Git
2 96 (0.88%) JIRA
3 80 (0.74%) MLflow
4 67 (0.62%) Jenkins
5 57 (0.52%) Visual Studio Code
6 50 (0.46%) Claude Code
7 46 (0.42%) GitLab
8 25 (0.23%) IBM UrbanCode
8 25 (0.23%) Selenium
9 19 (0.17%) Cypress.io
10 18 (0.17%) Snyk
11 16 (0.15%) Postman
12 14 (0.13%) SpecFlow
13 13 (0.12%) Vite
14 12 (0.11%) Visual Studio
15 10 (0.092%) Storybook
16 9 (0.083%) Gradle
16 9 (0.083%) Oracle Forms
17 7 (0.064%) Bitbucket
17 7 (0.064%) WebDriver
General
1 6,683 (61.47%) Social Skills
2 4,521 (41.58%) Inclusion and Diversity
3 4,236 (38.96%) Banking
4 1,200 (11.04%) Finance
5 682 (6.27%) Analytical Skills
6 431 (3.96%) Marketing
7 332 (3.05%) Games
8 300 (2.76%) Public Sector
9 297 (2.73%) Legal
10 253 (2.33%) Law
11 233 (2.14%) Retail
12 163 (1.50%) Manufacturing
13 128 (1.18%) Influencing Skills
14 107 (0.98%) Organisational Skills
15 88 (0.81%) Presentation Skills
16 83 (0.76%) Telecoms
17 64 (0.59%) Financial Institution
18 57 (0.52%) Automotive
19 56 (0.52%) Advertising
20 46 (0.42%) Pharmaceutical
Job Titles
1 3,149 (28.96%) Lecturer
2 1,420 (13.06%) Analyst
3 1,206 (11.09%) Data Analyst
4 1,181 (10.86%) Junior
5 1,159 (10.66%) Junior Analyst
6 1,157 (10.64%) Junior Data Analyst
7 912 (8.39%) Senior
8 675 (6.21%) Lead
9 535 (4.92%) Artificial Intelligence Engineer
10 492 (4.53%) Developer
11 465 (4.28%) Architect
12 266 (2.45%) Consultant
13 262 (2.41%) Software Engineer
14 217 (2.00%) Data Engineer
15 196 (1.80%) Solutions Architect
16 144 (1.32%) Python Engineer
17 136 (1.25%) Data Scientist
18 109 (1.00%) Full-Stack Engineer
19 106 (0.97%) Full-Stack Developer
20 97 (0.89%) Senior Manager
Libraries, Frameworks & Software Standards
1 287 (2.64%) React
2 204 (1.88%) .NET
3 184 (1.69%) PyTorch
4 157 (1.44%) REST
5 144 (1.32%) Node.js
6 143 (1.32%) RESTful
7 141 (1.30%) HTML
7 141 (1.30%) LangChain
7 141 (1.30%) TensorFlow
8 129 (1.19%) scikit-learn
9 123 (1.13%) CSS
10 114 (1.05%) Kafka
11 110 (1.01%) Pandas
12 107 (0.98%) FastAPI
13 89 (0.82%) Django
14 88 (0.81%) Hugging Face
15 81 (0.75%) NumPy
16 79 (0.73%) PySpark
17 75 (0.69%) Next.js
18 69 (0.63%) AngularJS
Miscellaneous
1 4,070 (37.44%) IoT
2 365 (3.36%) Cloud Native
3 235 (2.16%) Social Media
4 218 (2.01%) AI Agents
5 207 (1.90%) Onboarding
6 186 (1.71%) Product Ownership
7 163 (1.50%) Algorithms
8 151 (1.39%) Distributed Systems
9 148 (1.36%) Robotics
10 115 (1.06%) Self-Motivation
11 110 (1.01%) Low-Code
12 104 (0.96%) Blog
13 96 (0.88%) Enterprise Software
14 94 (0.86%) Management Information System
15 91 (0.84%) Data Centre
16 86 (0.79%) Public Cloud
17 85 (0.78%) Mobile App
18 82 (0.75%) Virtual Team
19 68 (0.63%) Legacy Systems
20 67 (0.62%) Life Science
Operating Systems
1 98 (0.90%) Windows
2 91 (0.84%) Linux
3 69 (0.63%) Android
4 49 (0.45%) Apple iOS
5 44 (0.40%) Unix
6 33 (0.30%) Windows Server
7 15 (0.14%) Ubuntu
8 12 (0.11%) VMS
9 6 (0.055%) Mac OS
10 5 (0.046%) Windows Server 2016
11 4 (0.037%) Robot Operating System
12 1 (0.009%) FreeRTOS
12 1 (0.009%) Kali Linux
12 1 (0.009%) OpenWrt
12 1 (0.009%) Red Hat Enterprise Linux
12 1 (0.009%) Windows Server 2019
12 1 (0.009%) zOS
Processes & Methodologies
1 5,295 (48.70%) Machine Learning
2 4,353 (40.04%) User Experience
3 4,348 (39.99%) Cybersecurity
4 4,069 (37.43%) Web Development
5 1,553 (14.28%) Business Intelligence
6 1,300 (11.96%) Analytics
7 1,068 (9.82%) Agile
8 914 (8.41%) Roadmaps
9 768 (7.06%) CI/CD
10 766 (7.05%) Problem-Solving
11 715 (6.58%) Software Engineering
12 680 (6.25%) Decision-Making
13 642 (5.91%) Continuous Improvement
14 624 (5.74%) LLM
15 620 (5.70%) DevOps
16 594 (5.46%) Generative AI
17 549 (5.05%) Mentoring
18 545 (5.01%) Data Science
19 459 (4.22%) Artificial Intelligence Engineering
20 454 (4.18%) Data Engineering
Programming Languages
1 2,889 (26.57%) Python
2 1,814 (16.69%) SQL
3 274 (2.52%) JavaScript
4 272 (2.50%) Java
5 237 (2.18%) TypeScript
6 207 (1.90%) C#
7 92 (0.85%) C++
8 88 (0.81%) Go
9 72 (0.66%) PowerShell
10 70 (0.64%) Bash
11 56 (0.52%) R
12 35 (0.32%) PHP
13 32 (0.29%) Scala
14 31 (0.29%) C
15 30 (0.28%) Bicep
16 29 (0.27%) Rust
17 28 (0.26%) Kotlin
18 17 (0.16%) Apex Code
18 17 (0.16%) Data Analysis Expressions
19 16 (0.15%) T-SQL
Qualifications
1 4,823 (44.36%) Degree
2 4,203 (38.66%) Master's Degree
3 4,159 (38.25%) PhD
4 4,041 (37.17%) Postgraduate
5 1,546 (14.22%) Azure Certification
6 354 (3.26%) Security Cleared
7 212 (1.95%) SC Cleared
8 151 (1.39%) Computer Science Degree
9 124 (1.14%) AWS Certification
10 108 (0.99%) DV Cleared
11 86 (0.79%) DBS Check
12 82 (0.75%) ACCA
13 57 (0.52%) CIMA
14 56 (0.52%) AWS Certified Cloud Practitioner
15 50 (0.46%) CISSP
16 44 (0.40%) Microsoft Certification
17 35 (0.32%) PMP
18 29 (0.27%) Cisco Certification
19 28 (0.26%) PMI Certification
20 26 (0.24%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 363 (3.34%) Accessibility
2 269 (2.47%) Data Quality
3 174 (1.60%) QA
4 173 (1.59%) GDPR
5 78 (0.72%) ISO/IEC 27001
6 76 (0.70%) WCAG
7 73 (0.67%) GRC
8 48 (0.44%) NIST
9 46 (0.42%) IFRS
10 43 (0.40%) California Consumer Privacy Act
11 26 (0.24%) SLA
12 25 (0.23%) PMO
13 23 (0.21%) HIPAA
14 22 (0.20%) EU AI Act
15 21 (0.19%) PCI DSS
16 20 (0.18%) GxP
17 19 (0.17%) GAAP
18 18 (0.17%) SOC 2
19 17 (0.16%) Cyber Essentials
20 13 (0.12%) Actionable Recommendations
System Software
1 295 (2.71%) Docker
2 89 (0.82%) Active Directory
3 87 (0.80%) Virtual Machines
4 20 (0.18%) Firmware
5 11 (0.10%) VMware Infrastructure
6 9 (0.083%) vSphere
7 4 (0.037%) IAG
8 3 (0.028%) Embedded Firmware
8 3 (0.028%) Kamailio
8 3 (0.028%) Virtual Desktop
9 2 (0.018%) GPFS
9 2 (0.018%) Hyper-V
9 2 (0.018%) Lustre
9 2 (0.018%) Slurm Workload Manager
9 2 (0.018%) VMware ESXi
10 1 (0.009%) Apache Flume
10 1 (0.009%) RACF
10 1 (0.009%) VMware NSX
Systems Management
1 307 (2.82%) Kubernetes
2 231 (2.12%) Terraform
3 62 (0.57%) Ansible
4 45 (0.41%) Grafana
5 42 (0.39%) Prometheus
6 38 (0.35%) Microsoft Intune
7 37 (0.34%) Single Sign-On
8 11 (0.10%) Argo
9 10 (0.092%) Kubeflow
10 8 (0.074%) Proxmox
11 7 (0.064%) Cisco CUCM
12 6 (0.055%) vCenter Server
13 5 (0.046%) Autotask
13 5 (0.046%) Functional Safety
14 4 (0.037%) Active Directory Federation Services
14 4 (0.037%) Podman
14 4 (0.037%) Puppet
14 4 (0.037%) SolarWinds Orion
15 3 (0.028%) RSA Archer
15 3 (0.028%) SCCM
Vendors
1 2,058 (18.93%) Microsoft
2 307 (2.82%) Databricks
3 253 (2.33%) Adobe
4 205 (1.89%) Google
5 158 (1.45%) OpenAI
6 136 (1.25%) Dell
7 124 (1.14%) Salesforce
8 82 (0.75%) Oracle
9 76 (0.70%) Cisco
10 67 (0.62%) ServiceNow
11 66 (0.61%) SAP
12 60 (0.55%) Foundry
13 53 (0.49%) Apple
14 50 (0.46%) Palantir
15 43 (0.40%) HubSpot
16 39 (0.36%) Informatica
17 34 (0.31%) CrowdStrike
18 30 (0.28%) Palo Alto
19 28 (0.26%) Red Hat
20 25 (0.23%) VMware