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

6 months to
27 Apr 2026
Same period 2025 Same period 2024
Rank 6 27 44
Rank change year-on-year +21 +17 +74
Permanent jobs citing AI 10,740 2,944 4,733
As % of all permanent jobs in the UK 12.03% 6.99% 4.95%
As % of the Processes & Methodologies category 16.05% 7.53% 5.78%
Number of salaries quoted 3,081 1,511 2,069
10th Percentile £36,250 £29,000 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £71,991 £70,000
Median % change year-on-year -2.77% +2.84% -
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 66,909 39,106 81,845
As % of all permanent jobs advertised in the UK 74.92% 92.82% 85.67%
Number of salaries quoted 41,448 22,678 59,603
10th Percentile £30,000 £31,250 £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% -11.29%
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 27 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 27 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 9,925 £71,000 -2.74% 2,443
UK excluding London +25 7,642 £60,000 -9.37% 1,747
North of England +43 2,740 £65,000 - 558
London +26 2,632 £85,000 -9.33% 1,060
North West +45 1,991 £65,000 -11.86% 358
Work from Home +9 1,906 £67,500 +1.95% 1,474
Midlands +34 1,677 £52,500 -8.70% 237
South East +28 1,541 £60,000 -14.29% 510
West Midlands +39 1,309 £52,500 -8.70% 126
East of England +16 817 £59,450 -10.23% 169
Yorkshire +20 627 £66,250 +47.22% 133
South West +4 437 £60,000 +4.40% 172
East Midlands +31 379 £52,500 -16.00% 110
Scotland +5 254 £70,000 +55.56% 69
Wales +28 143 £53,171 -16.10% 41
North East +13 122 £55,000 -4.35% 67
Northern Ireland +3 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
1 118 (1.10%) Apache Airflow
2 106 (0.99%) Apache Spark
2 106 (0.99%) SharePoint
3 71 (0.66%) Confluence
4 68 (0.63%) CMS
5 65 (0.61%) Jupyter
6 43 (0.40%) Apache
7 30 (0.28%) ArcGIS
8 27 (0.25%) WordPress
9 26 (0.24%) Palantir Foundry
10 17 (0.16%) Appian
10 17 (0.16%) Microsoft Exchange
11 11 (0.10%) JBoss
11 11 (0.10%) WebSphere
12 10 (0.093%) SAS
13 8 (0.074%) Oracle SOA Suite
14 5 (0.047%) Apache Pulsar
14 5 (0.047%) IIS
15 4 (0.037%) Umbraco
16 3 (0.028%) Camunda
Applications
1 1,270 (11.82%) 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 (0.047%) Adobe Creative Suite
10 5 (0.047%) Microsoft Project
10 5 (0.047%) 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%) Trello
Business Applications
1 34 (0.32%) Dynamics CRM
2 20 (0.19%) 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 (0.047%) 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%) Oracle General Ledger
12 2 (0.019%) Oracle Receivables
12 2 (0.019%) SAP FI/CO
12 2 (0.019%) Unit4 Business World
Cloud Services
1 4,149 (38.63%) Cloud Computing
2 2,666 (24.82%) Azure
3 1,659 (15.45%) Azure AI
4 1,549 (14.42%) Power Platform
5 893 (8.31%) AWS
6 481 (4.48%) SaaS
7 389 (3.62%) GCP
8 218 (2.03%) GitHub
9 216 (2.01%) Microsoft 365
10 205 (1.91%) Snowflake
11 184 (1.71%) Adobe Analytics
12 173 (1.61%) Azure DevOps
13 144 (1.34%) Microsoft Copilot
14 141 (1.31%) Azure Synapse Analytics
15 130 (1.21%) Serverless
16 126 (1.17%) Figma
17 118 (1.10%) Azure Machine Learning
18 116 (1.08%) Entra ID
19 111 (1.03%) Azure Data Factory
20 110 (1.02%) GitHub Copilot
Communications & Networking
1 4,046 (37.67%) Internet
2 274 (2.55%) Broadband
3 63 (0.59%) Firewall
4 36 (0.34%) 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 1,423 (13.25%) Power BI
2 1,300 (12.10%) Tableau
3 182 (1.69%) Data Warehouse
4 165 (1.54%) SQL Server
5 149 (1.39%) Data Lake
6 100 (0.93%) PostgreSQL
7 97 (0.90%) Metadata
8 87 (0.81%) MongoDB
9 81 (0.75%) NoSQL
10 64 (0.60%) BigQuery
11 61 (0.57%) Big Data
12 60 (0.56%) Looker
13 59 (0.55%) Elasticsearch
14 50 (0.47%) Azure SQL Database
15 47 (0.44%) Pinecone
16 46 (0.43%) Amazon Redshift
17 38 (0.35%) MySQL
18 34 (0.32%) Snowflake Schema
19 33 (0.31%) Relational Database
20 32 (0.30%) Redis
Development Applications
1 158 (1.47%) Git
2 100 (0.93%) JIRA
3 80 (0.74%) MLflow
4 59 (0.55%) Visual Studio Code
5 58 (0.54%) Jenkins
6 42 (0.39%) Claude Code
7 38 (0.35%) GitLab
8 25 (0.23%) IBM UrbanCode
8 25 (0.23%) Selenium
9 20 (0.19%) Cypress.io
10 15 (0.14%) Postman
10 15 (0.14%) Snyk
11 14 (0.13%) SpecFlow
12 12 (0.11%) Visual Studio
13 10 (0.093%) Storybook
14 9 (0.084%) Bitbucket
14 9 (0.084%) Oracle Forms
14 9 (0.084%) Vite
15 8 (0.074%) Gradle
16 7 (0.065%) TeamCity
General
1 6,705 (62.43%) Social Skills
2 4,507 (41.96%) Inclusion and Diversity
3 4,257 (39.64%) Banking
4 1,234 (11.49%) Finance
5 713 (6.64%) Analytical Skills
6 441 (4.11%) Marketing
7 319 (2.97%) Legal
8 306 (2.85%) Games
9 303 (2.82%) Public Sector
10 276 (2.57%) Law
11 252 (2.35%) Retail
12 176 (1.64%) Manufacturing
13 126 (1.17%) Influencing Skills
14 115 (1.07%) Presentation Skills
15 103 (0.96%) Organisational Skills
16 98 (0.91%) Telecoms
17 66 (0.61%) Pharmaceutical
18 64 (0.60%) Financial Institution
19 53 (0.49%) Advertising
20 47 (0.44%) Automotive
Job Titles
1 3,149 (29.32%) Lecturer
2 1,400 (13.04%) Analyst
3 1,208 (11.25%) Data Analyst
4 1,178 (10.97%) Junior
5 1,157 (10.77%) Junior Analyst
5 1,157 (10.77%) Junior Data Analyst
6 877 (8.17%) Senior
7 652 (6.07%) Lead
8 506 (4.71%) Artificial Intelligence Engineer
9 448 (4.17%) Developer
10 420 (3.91%) Architect
11 266 (2.48%) Consultant
12 254 (2.36%) Software Engineer
13 208 (1.94%) Data Engineer
14 171 (1.59%) Solutions Architect
15 135 (1.26%) Data Scientist
16 134 (1.25%) Python Engineer
17 109 (1.01%) Full-Stack Engineer
18 100 (0.93%) Senior Manager
19 95 (0.88%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 278 (2.59%) React
2 193 (1.80%) PyTorch
3 177 (1.65%) .NET
4 157 (1.46%) REST
5 149 (1.39%) TensorFlow
6 137 (1.28%) HTML
7 136 (1.27%) LangChain
8 135 (1.26%) Node.js
9 133 (1.24%) scikit-learn
10 130 (1.21%) RESTful
11 115 (1.07%) CSS
12 112 (1.04%) Pandas
13 110 (1.02%) Kafka
14 102 (0.95%) FastAPI
15 90 (0.84%) Hugging Face
16 88 (0.82%) Django
17 80 (0.74%) NumPy
18 78 (0.73%) PySpark
19 70 (0.65%) AngularJS
20 68 (0.63%) Next.js
Miscellaneous
1 4,072 (37.91%) IoT
2 345 (3.21%) Cloud Native
3 233 (2.17%) Social Media
4 208 (1.94%) Onboarding
5 204 (1.90%) AI Agents
6 179 (1.67%) Product Ownership
7 162 (1.51%) Robotics
8 158 (1.47%) Algorithms
9 132 (1.23%) Distributed Systems
10 123 (1.15%) Self-Motivation
11 122 (1.14%) Blog
12 96 (0.89%) Low-Code
13 95 (0.88%) Management Information System
14 93 (0.87%) Data Centre
15 91 (0.85%) Enterprise Software
16 87 (0.81%) Public Cloud
17 84 (0.78%) Mobile App
18 79 (0.74%) Life Science
19 68 (0.63%) Virtual Team
20 62 (0.58%) Legacy Systems
Operating Systems
1 92 (0.86%) Windows
2 88 (0.82%) Linux
3 75 (0.70%) Android
4 50 (0.47%) 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 (0.047%) Mac OS
9 5 (0.047%) 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 5,257 (48.95%) Machine Learning
2 4,353 (40.53%) User Experience
3 4,339 (40.40%) Cybersecurity
4 4,069 (37.89%) Web Development
5 1,563 (14.55%) Business Intelligence
6 1,323 (12.32%) Analytics
7 1,047 (9.75%) Agile
8 903 (8.41%) Roadmaps
9 756 (7.04%) Problem-Solving
10 721 (6.71%) CI/CD
11 713 (6.64%) Decision-Making
12 686 (6.39%) Software Engineering
13 657 (6.12%) Continuous Improvement
14 603 (5.61%) LLM
15 589 (5.48%) DevOps
16 585 (5.45%) Generative AI
17 566 (5.27%) Data Science
18 524 (4.88%) Mentoring
19 461 (4.29%) Customer Experience
20 453 (4.22%) Artificial Intelligence Engineering
Programming Languages
1 2,834 (26.39%) Python
2 1,815 (16.90%) SQL
3 269 (2.50%) Java
4 256 (2.38%) JavaScript
5 225 (2.09%) TypeScript
6 182 (1.69%) C#
7 91 (0.85%) C++
8 80 (0.74%) Go
9 66 (0.61%) Bash
10 65 (0.61%) PowerShell
11 57 (0.53%) R
12 38 (0.35%) PHP
13 32 (0.30%) Scala
14 31 (0.29%) Kotlin
15 27 (0.25%) Data Analysis Expressions
15 27 (0.25%) Rust
16 24 (0.22%) Bicep
16 24 (0.22%) C
17 18 (0.17%) Apex Code
18 17 (0.16%) T-SQL
Qualifications
1 4,863 (45.28%) Degree
2 4,228 (39.37%) Master's Degree
3 4,162 (38.75%) PhD
4 4,041 (37.63%) Postgraduate
5 1,544 (14.38%) Azure Certification
6 339 (3.16%) Security Cleared
7 213 (1.98%) SC Cleared
8 172 (1.60%) Computer Science Degree
9 122 (1.14%) AWS Certification
10 99 (0.92%) DV Cleared
11 78 (0.73%) ACCA
11 78 (0.73%) DBS Check
12 56 (0.52%) AWS Certified Cloud Practitioner
13 54 (0.50%) CIMA
14 48 (0.45%) CISSP
15 42 (0.39%) Microsoft Certification
16 41 (0.38%) PMP
17 29 (0.27%) PMI Certification
18 28 (0.26%) Cisco Certification
19 21 (0.20%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 355 (3.31%) Accessibility
2 249 (2.32%) Data Quality
3 168 (1.56%) GDPR
4 165 (1.54%) QA
5 76 (0.71%) WCAG
6 70 (0.65%) ISO/IEC 27001
7 66 (0.61%) GRC
8 44 (0.41%) IFRS
9 42 (0.39%) NIST
10 39 (0.36%) California Consumer Privacy Act
11 38 (0.35%) EU AI Act
11 38 (0.35%) HIPAA
12 25 (0.23%) Actionable Recommendations
13 24 (0.22%) SLA
14 23 (0.21%) PMO
14 23 (0.21%) Solvency II
15 22 (0.20%) GxP
16 20 (0.19%) PCI DSS
17 19 (0.18%) GAAP
18 18 (0.17%) SOC 2
System Software
1 281 (2.62%) Docker
2 90 (0.84%) Active Directory
3 85 (0.79%) Virtual Machines
4 15 (0.14%) Firmware
5 10 (0.093%) VMware Infrastructure
6 8 (0.074%) vSphere
7 4 (0.037%) Virtual Desktop
8 3 (0.028%) Kamailio
9 2 (0.019%) GPFS
9 2 (0.019%) Hyper-V
9 2 (0.019%) IAG
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
Systems Management
1 283 (2.64%) Kubernetes
2 215 (2.00%) 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 (0.34%) 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 (0.047%) Autotask
12 5 (0.047%) 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%) Puppet
Vendors
1 2,027 (18.87%) Microsoft
2 309 (2.88%) Databricks
3 245 (2.28%) Adobe
4 220 (2.05%) Google
5 143 (1.33%) OpenAI
6 140 (1.30%) Dell
7 117 (1.09%) Salesforce
8 83 (0.77%) Oracle
9 77 (0.72%) Cisco
10 64 (0.60%) SAP
11 60 (0.56%) ServiceNow
12 57 (0.53%) Foundry
13 51 (0.47%) Palantir
14 46 (0.43%) Apple
15 38 (0.35%) Informatica
16 36 (0.34%) HubSpot
17 35 (0.33%) PayPal
18 31 (0.29%) CrowdStrike
19 30 (0.28%) Red Hat
20 28 (0.26%) Palo Alto