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

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 5 28 44
Rank change year-on-year +23 +16 +72
Permanent jobs citing AI 10,709 2,912 4,697
As % of all permanent jobs in the UK 12.09% 6.92% 4.93%
As % of the Processes & Methodologies category 16.11% 7.45% 5.75%
Number of salaries quoted 3,061 1,514 2,063
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 £66,203 £60,000
% change year-on-year -9.37% +10.34% -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 66,454 39,098 81,741
As % of all permanent jobs advertised in the UK 75.05% 92.85% 85.76%
Number of salaries quoted 41,096 22,768 59,613
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% -10.90%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £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 25 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 25 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 9,898 £70,752 -5.66% 2,399
UK excluding London +25 7,621 £60,000 -9.37% 1,774
North of England +44 2,732 £65,000 - 534
London +27 2,624 £85,000 -10.53% 1,044
North West +42 1,985 £65,000 -11.86% 353
Work from Home +10 1,896 £67,500 +1.95% 1,736
Midlands +39 1,669 £52,500 -8.70% 221
South East +31 1,539 £60,000 -14.29% 546
West Midlands +38 1,302 £52,250 -9.13% 131
East of England +18 817 £59,450 -10.23% 180
Yorkshire +22 626 £67,500 +50.00% 122
South West +2 434 £62,500 +8.75% 168
East Midlands +31 378 £51,250 -18.00% 89
Scotland +3 254 £70,000 +55.56% 108
Wales +29 143 £53,171 -16.10% 34
North East +18 121 £55,000 -4.35% 59
Northern Ireland +5 70 £90,000 -10.00% 33
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 70 (0.65%) 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 (0.075%) 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 1,269 (11.85%) Microsoft Excel
2 133 (1.24%) Chatbot
3 83 (0.78%) Microsoft Office
4 54 (0.50%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 22 (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 16 (0.15%) NetSuite
4 12 (0.11%) Cloudability
5 10 (0.093%) Workday HCM
6 9 (0.084%) Oracle ERP
7 8 (0.075%) 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 (38.74%) Cloud Computing
2 2,662 (24.86%) Azure
3 1,660 (15.50%) Azure AI
4 1,547 (14.45%) Power Platform
5 887 (8.28%) AWS
6 477 (4.45%) SaaS
7 385 (3.60%) GCP
8 218 (2.04%) GitHub
9 216 (2.02%) Microsoft 365
10 204 (1.90%) Snowflake
11 184 (1.72%) Adobe Analytics
12 173 (1.62%) Azure DevOps
13 143 (1.34%) Microsoft Copilot
14 141 (1.32%) Azure Synapse Analytics
15 128 (1.20%) Serverless
16 126 (1.18%) Figma
17 118 (1.10%) Azure Machine Learning
18 116 (1.08%) Entra ID
19 111 (1.04%) Azure Data Factory
20 110 (1.03%) GitHub Copilot
Communications & Networking
1 4,046 (37.78%) Internet
2 274 (2.56%) Broadband
3 61 (0.57%) Firewall
4 36 (0.34%) Network Security
5 28 (0.26%) HTTP
5 28 (0.26%) Unified Communications
5 28 (0.26%) VPN
6 22 (0.21%) DNS
7 20 (0.19%) TCP/IP
8 18 (0.17%) WAN
9 17 (0.16%) DHCP
10 15 (0.14%) VoIP
11 11 (0.10%) VLAN
12 10 (0.093%) Telepresence
12 10 (0.093%) WebEx
13 9 (0.084%) Intranet
13 9 (0.084%) Wireless
14 7 (0.065%) SD-WAN
14 7 (0.065%) Wi-Fi
15 5 (0.047%) MQTT
Database & Business Intelligence
1 1,421 (13.27%) Power BI
2 1,302 (12.16%) Tableau
3 182 (1.70%) Data Warehouse
4 165 (1.54%) SQL Server
5 149 (1.39%) Data Lake
6 100 (0.93%) PostgreSQL
7 97 (0.91%) Metadata
8 87 (0.81%) MongoDB
9 81 (0.76%) 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 (1.48%) Git
2 100 (0.93%) JIRA
3 80 (0.75%) MLflow
4 59 (0.55%) Visual Studio Code
5 58 (0.54%) Jenkins
6 41 (0.38%) 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
11 14 (0.13%) SpecFlow
12 13 (0.12%) Snyk
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 (0.075%) Gradle
17 7 (0.065%) TeamCity
General
1 6,702 (62.58%) Social Skills
2 4,504 (42.06%) Inclusion and Diversity
3 4,260 (39.78%) Banking
4 1,240 (11.58%) Finance
5 715 (6.68%) Analytical Skills
6 439 (4.10%) Marketing
7 321 (3.00%) Legal
8 306 (2.86%) Public Sector
9 304 (2.84%) Games
10 276 (2.58%) Law
11 254 (2.37%) Retail
12 176 (1.64%) Manufacturing
13 126 (1.18%) Influencing Skills
14 115 (1.07%) Presentation Skills
15 103 (0.96%) Organisational Skills
16 98 (0.92%) Telecoms
17 68 (0.63%) Pharmaceutical
18 66 (0.62%) Financial Institution
19 54 (0.50%) Advertising
20 46 (0.43%) Automotive
Job Titles
1 3,149 (29.41%) Lecturer
2 1,398 (13.05%) Analyst
3 1,209 (11.29%) Data Analyst
4 1,180 (11.02%) Junior
5 1,157 (10.80%) Junior Analyst
5 1,157 (10.80%) Junior Data Analyst
6 866 (8.09%) Senior
7 653 (6.10%) Lead
8 504 (4.71%) Artificial Intelligence Engineer
9 445 (4.16%) Developer
10 415 (3.88%) Architect
11 265 (2.47%) Consultant
12 248 (2.32%) Software Engineer
13 207 (1.93%) Data Engineer
14 170 (1.59%) Solutions Architect
15 132 (1.23%) Data Scientist
16 131 (1.22%) Python Engineer
17 108 (1.01%) Full-Stack Engineer
18 100 (0.93%) Senior Manager
19 95 (0.89%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 275 (2.57%) React
2 193 (1.80%) PyTorch
3 175 (1.63%) .NET
4 157 (1.47%) REST
5 149 (1.39%) TensorFlow
6 137 (1.28%) HTML
7 135 (1.26%) LangChain
8 133 (1.24%) Node.js
8 133 (1.24%) scikit-learn
9 130 (1.21%) RESTful
10 115 (1.07%) CSS
11 112 (1.05%) Pandas
12 110 (1.03%) Kafka
13 101 (0.94%) FastAPI
14 90 (0.84%) Hugging Face
15 87 (0.81%) Django
16 80 (0.75%) NumPy
17 77 (0.72%) PySpark
18 70 (0.65%) AngularJS
19 67 (0.63%) Next.js
Miscellaneous
1 4,072 (38.02%) IoT
2 344 (3.21%) Cloud Native
3 233 (2.18%) Social Media
4 208 (1.94%) Onboarding
5 200 (1.87%) AI Agents
6 179 (1.67%) Product Ownership
7 162 (1.51%) Robotics
8 158 (1.48%) Algorithms
9 131 (1.22%) Distributed Systems
10 124 (1.16%) Blog
11 123 (1.15%) Self-Motivation
12 95 (0.89%) Low-Code
12 95 (0.89%) Management Information System
13 91 (0.85%) Enterprise Software
14 88 (0.82%) Data Centre
15 87 (0.81%) Public Cloud
16 84 (0.78%) Mobile App
17 81 (0.76%) Life Science
18 68 (0.63%) Virtual Team
19 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 5,254 (49.06%) Machine Learning
2 4,352 (40.64%) User Experience
3 4,333 (40.46%) Cybersecurity
4 4,069 (38.00%) Web Development
5 1,562 (14.59%) Business Intelligence
6 1,327 (12.39%) Analytics
7 1,047 (9.78%) Agile
8 901 (8.41%) Roadmaps
9 758 (7.08%) Problem-Solving
10 718 (6.70%) CI/CD
11 712 (6.65%) Decision-Making
12 680 (6.35%) Software Engineering
13 657 (6.14%) Continuous Improvement
14 600 (5.60%) LLM
15 588 (5.49%) DevOps
16 586 (5.47%) Generative AI
17 565 (5.28%) Data Science
18 522 (4.87%) Mentoring
19 461 (4.30%) Customer Experience
20 453 (4.23%) Artificial Intelligence Engineering
Programming Languages
1 2,825 (26.38%) Python
2 1,812 (16.92%) SQL
3 269 (2.51%) Java
4 256 (2.39%) JavaScript
5 223 (2.08%) TypeScript
6 181 (1.69%) C#
7 90 (0.84%) C++
8 80 (0.75%) Go
9 66 (0.62%) 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 16 (0.15%) T-SQL
Qualifications
1 4,871 (45.49%) Degree
2 4,230 (39.50%) Master's Degree
3 4,162 (38.86%) PhD
4 4,041 (37.73%) Postgraduate
5 1,544 (14.42%) Azure Certification
6 340 (3.17%) Security Cleared
7 215 (2.01%) SC Cleared
8 174 (1.62%) Computer Science Degree
9 120 (1.12%) 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%) BPSS Clearance
Quality Assurance & Compliance
1 355 (3.31%) Accessibility
2 251 (2.34%) Data Quality
3 169 (1.58%) GDPR
4 164 (1.53%) QA
5 76 (0.71%) WCAG
6 69 (0.64%) ISO/IEC 27001
7 64 (0.60%) GRC
8 44 (0.41%) IFRS
9 41 (0.38%) NIST
10 40 (0.37%) EU AI Act
10 40 (0.37%) HIPAA
11 39 (0.36%) California Consumer Privacy Act
12 25 (0.23%) Actionable Recommendations
12 25 (0.23%) Solvency II
13 24 (0.22%) SLA
14 23 (0.21%) PMO
15 22 (0.21%) GxP
16 20 (0.19%) PCI DSS
16 20 (0.19%) PSD2
17 19 (0.18%) GAAP
System Software
1 279 (2.61%) Docker
2 90 (0.84%) Active Directory
3 83 (0.78%) Virtual Machines
4 15 (0.14%) Firmware
5 10 (0.093%) VMware Infrastructure
6 8 (0.075%) 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
1 281 (2.62%) Kubernetes
2 215 (2.01%) Terraform
3 59 (0.55%) 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 10 (0.093%) Cisco CUCM
10 9 (0.084%) Kubeflow
11 8 (0.075%) Proxmox
12 6 (0.056%) vCenter Server
13 5 (0.047%) Autotask
13 5 (0.047%) Functional Safety
14 4 (0.037%) Active Directory Federation Services
14 4 (0.037%) SolarWinds Orion
15 3 (0.028%) Podman
15 3 (0.028%) RSA Archer
16 2 (0.019%) Computer Emergency Response Teams
16 2 (0.019%) Thomson Reuters DACS
Vendors
1 2,025 (18.91%) Microsoft
2 308 (2.88%) Databricks
3 243 (2.27%) Adobe
4 221 (2.06%) Google
5 142 (1.33%) OpenAI
6 140 (1.31%) Dell
7 116 (1.08%) Salesforce
8 84 (0.78%) Oracle
9 77 (0.72%) Cisco
10 64 (0.60%) SAP
11 58 (0.54%) ServiceNow
12 57 (0.53%) Foundry
13 51 (0.48%) Palantir
14 44 (0.41%) Apple
15 38 (0.35%) Informatica
16 35 (0.33%) PayPal
17 33 (0.31%) HubSpot
18 30 (0.28%) Red Hat
19 29 (0.27%) Alteryx
19 29 (0.27%) CrowdStrike