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

6 months to
28 Apr 2026
Same period 2025 Same period 2024
Rank 6 27 44
Rank change year-on-year +21 +17 +73
Permanent jobs citing AI 10,757 2,955 4,707
As % of all permanent jobs in the UK 12.01% 6.98% 4.93%
As % of the Processes & Methodologies category 16.05% 7.52% 5.76%
Number of salaries quoted 3,098 1,516 2,051
10th Percentile £36,250 £27,500 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £71,014 £70,000 £70,000
Median % change year-on-year +1.45% - -
75th Percentile £96,250 £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 67,035 39,288 81,690
As % of all permanent jobs advertised in the UK 74.86% 92.85% 85.64%
Number of salaries quoted 41,557 22,685 59,435
10th Percentile £30,000 £31,000 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.93%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £98,750 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +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 28 April 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 28 April 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 +24 9,937 £72,500 - 3,284
UK excluding London +25 7,651 £60,000 -9.37% 2,433
North of England +42 2,741 £65,000 - 770
London +26 2,643 £85,000 -8.11% 1,597
North West +45 1,990 £68,624 -6.95% 583
Work from Home +8 1,903 £68,000 +2.71% 1,587
Midlands +36 1,681 £52,500 -8.70% 280
South East +29 1,537 £60,000 -14.29% 840
West Midlands +36 1,312 £52,500 -8.70% 178
East of England +18 819 £59,450 -10.23% 158
Yorkshire +20 626 £67,500 +50.00% 115
South West +4 439 £62,000 +7.93% 171
East Midlands +35 380 £55,000 -12.00% 95
Scotland +4 255 £70,000 +55.56% 89
Wales +29 145 £53,171 -16.10% 134
North East +14 125 £55,000 -4.35% 72
Northern Ireland +4 71 £90,000 -10.00% 35
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
1 119 (1.11%) Apache Airflow
2 107 (0.99%) Apache Spark
3 106 (0.99%) SharePoint
4 70 (0.65%) Confluence
5 68 (0.63%) CMS
6 65 (0.60%) Jupyter
7 44 (0.41%) Apache
8 30 (0.28%) ArcGIS
9 27 (0.25%) WordPress
10 26 (0.24%) Palantir Foundry
11 17 (0.16%) Appian
11 17 (0.16%) Microsoft Exchange
12 11 (0.10%) JBoss
12 11 (0.10%) WebSphere
13 10 (0.093%) SAS
14 8 (0.074%) Oracle SOA Suite
15 5 (0.046%) Apache Pulsar
15 5 (0.046%) IIS
16 4 (0.037%) Umbraco
17 3 (0.028%) Liferay
Applications
1 1,269 (11.80%) Microsoft Excel
2 133 (1.24%) Chatbot
3 82 (0.76%) Microsoft Office
4 54 (0.50%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 23 (0.21%) MS Visio
7 20 (0.19%) Spreadsheet
8 7 (0.065%) Maya
9 6 (0.056%) Camtasia
10 5 (0.046%) Adobe Creative Suite
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%) Adobe Premiere
11 4 (0.037%) CapCut
12 3 (0.028%) Sketch
13 2 (0.019%) Notion
13 2 (0.019%) Weka
14 1 (0.009%) Blender
Business Applications
1 34 (0.32%) Dynamics CRM
2 22 (0.20%) SAP S/4HANA
3 17 (0.16%) NetSuite
4 14 (0.13%) Cloudability
5 10 (0.093%) Workday HCM
6 9 (0.084%) Oracle ERP
7 8 (0.074%) Distributed Ledger
8 7 (0.065%) Salesforce CRM
9 5 (0.046%) Oracle EBS
10 4 (0.037%) Dynamics AX
10 4 (0.037%) Oracle Procure-to-Pay
10 4 (0.037%) Shopify
10 4 (0.037%) Sparx Enterprise Architect
11 3 (0.028%) Oracle Assets
11 3 (0.028%) Oracle Payables
11 3 (0.028%) SAP FI
12 2 (0.019%) Dynamics GP
12 2 (0.019%) SAP CO
12 2 (0.019%) SAP FI/CO
12 2 (0.019%) Unit4 Business World
Cloud Services
1 4,149 (38.57%) Cloud Computing
2 2,670 (24.82%) Azure
3 1,658 (15.41%) Azure AI
4 1,551 (14.42%) Power Platform
5 900 (8.37%) AWS
6 481 (4.47%) SaaS
7 392 (3.64%) GCP
8 218 (2.03%) GitHub
9 217 (2.02%) Microsoft 365
10 206 (1.92%) Snowflake
11 184 (1.71%) Adobe Analytics
12 175 (1.63%) Azure DevOps
13 148 (1.38%) Microsoft Copilot
14 141 (1.31%) Azure Synapse Analytics
15 133 (1.24%) Serverless
16 126 (1.17%) Figma
17 118 (1.10%) Azure Machine Learning
18 114 (1.06%) Entra ID
19 112 (1.04%) Azure Data Factory
20 109 (1.01%) GitHub Copilot
Communications & Networking
1 4,045 (37.60%) Internet
2 275 (2.56%) Broadband
3 64 (0.59%) Firewall
4 39 (0.36%) Network Security
5 28 (0.26%) HTTP
5 28 (0.26%) VPN
6 26 (0.24%) Unified Communications
7 22 (0.20%) DNS
8 20 (0.19%) TCP/IP
8 20 (0.19%) WAN
9 17 (0.16%) DHCP
10 13 (0.12%) VoIP
11 12 (0.11%) VLAN
12 10 (0.093%) Wireless
13 9 (0.084%) Intranet
14 8 (0.074%) SD-WAN
14 8 (0.074%) Telepresence
14 8 (0.074%) WebEx
15 7 (0.065%) Wi-Fi
16 6 (0.056%) OSPF
Database & Business Intelligence
1 1,422 (13.22%) Power BI
2 1,300 (12.09%) Tableau
3 181 (1.68%) Data Warehouse
4 165 (1.53%) SQL Server
5 150 (1.39%) Data Lake
6 99 (0.92%) Metadata
6 99 (0.92%) PostgreSQL
7 88 (0.82%) MongoDB
8 81 (0.75%) NoSQL
9 65 (0.60%) BigQuery
10 63 (0.59%) Big Data
11 61 (0.57%) Looker
12 60 (0.56%) Elasticsearch
13 50 (0.46%) Azure SQL Database
14 48 (0.45%) Pinecone
15 46 (0.43%) Amazon Redshift
16 37 (0.34%) MySQL
17 34 (0.32%) Snowflake Schema
18 33 (0.31%) Relational Database
19 32 (0.30%) Redis
Development Applications
1 159 (1.48%) Git
2 99 (0.92%) JIRA
3 81 (0.75%) MLflow
4 59 (0.55%) Jenkins
5 58 (0.54%) Visual Studio Code
6 44 (0.41%) Claude Code
7 40 (0.37%) GitLab
8 25 (0.23%) IBM UrbanCode
8 25 (0.23%) Selenium
9 20 (0.19%) Cypress.io
10 16 (0.15%) Snyk
11 15 (0.14%) Postman
12 14 (0.13%) SpecFlow
13 12 (0.11%) Visual Studio
14 10 (0.093%) Storybook
15 9 (0.084%) Bitbucket
15 9 (0.084%) Oracle Forms
15 9 (0.084%) Vite
16 8 (0.074%) Gradle
17 7 (0.065%) Subversion
General
1 6,703 (62.31%) Social Skills
2 4,505 (41.88%) Inclusion and Diversity
3 4,255 (39.56%) Banking
4 1,234 (11.47%) Finance
5 710 (6.60%) Analytical Skills
6 434 (4.03%) Marketing
7 317 (2.95%) Legal
8 306 (2.84%) Games
9 300 (2.79%) Public Sector
10 275 (2.56%) Law
11 250 (2.32%) Retail
12 175 (1.63%) Manufacturing
13 126 (1.17%) Influencing Skills
14 114 (1.06%) Presentation Skills
15 103 (0.96%) Organisational Skills
16 97 (0.90%) Telecoms
17 64 (0.59%) Pharmaceutical
18 61 (0.57%) Financial Institution
19 54 (0.50%) Advertising
20 46 (0.43%) Automotive
Job Titles
1 3,149 (29.27%) Lecturer
2 1,401 (13.02%) Analyst
3 1,206 (11.21%) Data Analyst
4 1,178 (10.95%) Junior
5 1,158 (10.77%) Junior Analyst
6 1,157 (10.76%) Junior Data Analyst
7 882 (8.20%) Senior
8 659 (6.13%) Lead
9 513 (4.77%) Artificial Intelligence Engineer
10 449 (4.17%) Developer
11 422 (3.92%) Architect
12 268 (2.49%) Consultant
13 256 (2.38%) Software Engineer
14 209 (1.94%) Data Engineer
15 172 (1.60%) Solutions Architect
16 137 (1.27%) Data Scientist
17 135 (1.25%) Python Engineer
18 110 (1.02%) Full-Stack Engineer
19 101 (0.94%) Senior Manager
20 95 (0.88%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 278 (2.58%) React
2 193 (1.79%) PyTorch
3 178 (1.65%) .NET
4 157 (1.46%) REST
5 149 (1.39%) TensorFlow
6 138 (1.28%) LangChain
7 137 (1.27%) HTML
8 135 (1.25%) Node.js
9 133 (1.24%) scikit-learn
10 130 (1.21%) RESTful
11 115 (1.07%) CSS
12 113 (1.05%) Pandas
13 110 (1.02%) Kafka
14 103 (0.96%) FastAPI
15 90 (0.84%) Hugging Face
16 88 (0.82%) Django
17 81 (0.75%) NumPy
18 78 (0.73%) PySpark
19 71 (0.66%) AngularJS
20 70 (0.65%) Next.js
Miscellaneous
1 4,072 (37.85%) IoT
2 347 (3.23%) Cloud Native
3 234 (2.18%) Social Media
4 209 (1.94%) AI Agents
5 207 (1.92%) Onboarding
6 179 (1.66%) Product Ownership
7 162 (1.51%) Algorithms
8 160 (1.49%) Robotics
9 132 (1.23%) Distributed Systems
10 121 (1.12%) Self-Motivation
11 113 (1.05%) Blog
12 96 (0.89%) Low-Code
13 94 (0.87%) Data Centre
14 93 (0.86%) Management Information System
15 92 (0.86%) Enterprise Software
16 86 (0.80%) Public Cloud
17 84 (0.78%) Mobile App
18 78 (0.73%) Life Science
19 69 (0.64%) Virtual Team
20 63 (0.59%) Legacy Systems
Operating Systems
1 92 (0.86%) Windows
2 87 (0.81%) Linux
3 75 (0.70%) Android
4 50 (0.46%) Apple iOS
5 49 (0.46%) Unix
6 31 (0.29%) Windows Server
7 17 (0.16%) Ubuntu
8 10 (0.093%) VMS
9 5 (0.046%) Mac OS
9 5 (0.046%) Windows Server 2016
10 4 (0.037%) Robot Operating System
11 2 (0.019%) Kali Linux
11 2 (0.019%) OpenWrt
11 2 (0.019%) zOS
12 1 (0.009%) FreeRTOS
12 1 (0.009%) Red Hat Enterprise Linux
12 1 (0.009%) Solaris
12 1 (0.009%) Windows Server 2019
Processes & Methodologies
1 5,270 (48.99%) Machine Learning
2 4,354 (40.48%) User Experience
3 4,344 (40.38%) Cybersecurity
4 4,069 (37.83%) Web Development
5 1,560 (14.50%) Business Intelligence
6 1,322 (12.29%) Analytics
7 1,053 (9.79%) Agile
8 902 (8.39%) Roadmaps
9 762 (7.08%) Problem-Solving
10 729 (6.78%) CI/CD
11 717 (6.67%) Decision-Making
12 693 (6.44%) Software Engineering
13 660 (6.14%) Continuous Improvement
14 607 (5.64%) LLM
15 596 (5.54%) DevOps
16 590 (5.48%) Generative AI
17 569 (5.29%) Data Science
18 529 (4.92%) Mentoring
19 457 (4.25%) Customer Experience
20 453 (4.21%) Artificial Intelligence Engineering
Programming Languages
1 2,849 (26.49%) Python
2 1,815 (16.87%) SQL
3 271 (2.52%) Java
4 256 (2.38%) JavaScript
5 225 (2.09%) TypeScript
6 182 (1.69%) C#
7 92 (0.86%) C++
8 80 (0.74%) Go
9 66 (0.61%) Bash
10 65 (0.60%) PowerShell
11 57 (0.53%) R
12 38 (0.35%) PHP
13 32 (0.30%) Kotlin
13 32 (0.30%) Scala
14 28 (0.26%) Rust
15 27 (0.25%) Data Analysis Expressions
16 26 (0.24%) C
17 25 (0.23%) Bicep
18 18 (0.17%) Apex Code
19 17 (0.16%) T-SQL
Qualifications
1 4,851 (45.10%) Degree
2 4,228 (39.30%) Master's Degree
3 4,163 (38.70%) PhD
4 4,041 (37.57%) Postgraduate
5 1,545 (14.36%) Azure Certification
6 346 (3.22%) Security Cleared
7 216 (2.01%) SC Cleared
8 170 (1.58%) Computer Science Degree
9 123 (1.14%) AWS Certification
10 103 (0.96%) DV Cleared
11 82 (0.76%) DBS Check
12 78 (0.73%) ACCA
13 56 (0.52%) AWS Certified Cloud Practitioner
14 54 (0.50%) CIMA
15 48 (0.45%) CISSP
16 43 (0.40%) Microsoft Certification
17 38 (0.35%) PMP
18 29 (0.27%) PMI Certification
19 27 (0.25%) Cisco Certification
20 21 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 356 (3.31%) Accessibility
2 250 (2.32%) Data Quality
3 169 (1.57%) GDPR
4 166 (1.54%) QA
5 76 (0.71%) WCAG
6 71 (0.66%) ISO/IEC 27001
7 68 (0.63%) GRC
8 45 (0.42%) IFRS
9 43 (0.40%) NIST
10 39 (0.36%) California Consumer Privacy Act
11 37 (0.34%) EU AI Act
12 36 (0.33%) HIPAA
13 25 (0.23%) Actionable Recommendations
14 24 (0.22%) PMO
14 24 (0.22%) SLA
15 22 (0.20%) GxP
15 22 (0.20%) Solvency II
16 21 (0.20%) PCI DSS
17 19 (0.18%) GAAP
18 18 (0.17%) SOC 2
System Software
1 282 (2.62%) Docker
2 90 (0.84%) Active Directory
3 86 (0.80%) Virtual Machines
4 17 (0.16%) Firmware
5 10 (0.093%) VMware Infrastructure
6 9 (0.084%) vSphere
7 4 (0.037%) Virtual Desktop
8 3 (0.028%) IAG
8 3 (0.028%) Kamailio
9 2 (0.019%) GPFS
9 2 (0.019%) Hyper-V
9 2 (0.019%) Lustre
9 2 (0.019%) RACF
9 2 (0.019%) Slurm Workload Manager
9 2 (0.019%) VMware ESXi
10 1 (0.009%) Apache Flume
10 1 (0.009%) Embedded Firmware
10 1 (0.009%) VMware NSX
Systems Management
1 287 (2.67%) Kubernetes
2 218 (2.03%) Terraform
3 60 (0.56%) Ansible
4 44 (0.41%) Grafana
5 42 (0.39%) Prometheus
6 39 (0.36%) Single Sign-On
7 36 (0.33%) Microsoft Intune
8 11 (0.10%) Argo
9 9 (0.084%) Kubeflow
10 8 (0.074%) Cisco CUCM
10 8 (0.074%) Proxmox
11 6 (0.056%) vCenter Server
12 5 (0.046%) Autotask
12 5 (0.046%) Functional Safety
13 4 (0.037%) Active Directory Federation Services
13 4 (0.037%) SolarWinds Orion
14 3 (0.028%) Podman
14 3 (0.028%) RSA Archer
15 2 (0.019%) Computer Emergency Response Teams
15 2 (0.019%) Microsoft Data Protection Manager
Vendors
1 2,029 (18.86%) Microsoft
2 311 (2.89%) Databricks
3 245 (2.28%) Adobe
4 218 (2.03%) Google
5 147 (1.37%) OpenAI
6 140 (1.30%) Dell
7 117 (1.09%) Salesforce
8 83 (0.77%) Oracle
9 77 (0.72%) Cisco
10 65 (0.60%) SAP
11 60 (0.56%) ServiceNow
12 57 (0.53%) Foundry
13 50 (0.46%) Palantir
14 46 (0.43%) Apple
15 38 (0.35%) Informatica
16 36 (0.33%) HubSpot
17 35 (0.33%) PayPal
18 32 (0.30%) CrowdStrike
19 30 (0.28%) Red Hat
20 29 (0.27%) Palo Alto