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

6 months to
10 Apr 2026
Same period 2025 Same period 2024
Rank 5 32 48
Rank change year-on-year +27 +16 +68
Permanent jobs citing AI 10,236 2,714 4,343
As % of all permanent jobs in the UK 12.28% 6.63% 4.71%
As % of the Processes & Methodologies category 16.15% 7.14% 5.47%
Number of salaries quoted 2,949 1,470 1,960
10th Percentile £35,000 £29,675 £40,000
25th Percentile £51,250 £53,750 £50,000
Median annual salary (50th Percentile) £72,500 £72,500 £70,000
Median % change year-on-year - +3.57% -3.45%
75th Percentile £97,500 £100,000 £92,500
90th Percentile £115,000 £119,095 £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 63,393 38,022 79,332
As % of all permanent jobs advertised in the UK 76.08% 92.93% 86.08%
Number of salaries quoted 39,190 22,514 58,792
10th Percentile £30,000 £31,250 £29,008
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £53,688 £50,000
% change year-on-year -6.87% +7.38% -7.94%

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 10 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 10 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 +26 9,478 £72,500 -3.33% 2,826
UK excluding London +26 7,232 £60,000 -9.37% 1,756
North of England +36 2,610 £62,500 -3.01% 455
London +27 2,551 £85,000 -10.53% 1,477
North West +31 1,951 £62,500 -12.28% 229
Work from Home +15 1,850 £70,000 +5.72% 1,250
Midlands +56 1,579 £51,300 -14.85% 214
South East +29 1,478 £57,500 -17.86% 594
West Midlands +54 1,261 £52,250 -9.13% 110
East of England +15 776 £55,000 -16.95% 145
Yorkshire +31 560 £67,500 +50.00% 165
South West +11 390 £62,500 +4.17% 199
East Midlands +45 329 £50,000 -20.00% 103
Scotland +9 239 £70,000 +55.56% 95
Wales +29 124 £53,100 -15.04% 68
North East +29 99 £55,000 -17.96% 63
Northern Ireland +1 66 £90,000 -7.69% 26
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
1 117 (1.14%) Apache Airflow
2 105 (1.03%) Apache Spark
3 95 (0.93%) SharePoint
4 65 (0.64%) Jupyter
5 62 (0.61%) Confluence
6 59 (0.58%) CMS
7 42 (0.41%) Apache
8 30 (0.29%) ArcGIS
9 26 (0.25%) Palantir Foundry
9 26 (0.25%) WordPress
10 18 (0.18%) Microsoft Exchange
11 17 (0.17%) Appian
12 13 (0.13%) JBoss
12 13 (0.13%) WebSphere
13 9 (0.088%) SAS
14 8 (0.078%) Oracle SOA Suite
15 5 (0.049%) Apache Pulsar
15 5 (0.049%) IIS
15 5 (0.049%) Umbraco
16 3 (0.029%) Camunda
Applications
1 1,108 (10.82%) Microsoft Excel
2 140 (1.37%) Chatbot
3 83 (0.81%) Microsoft Office
4 52 (0.51%) Microsoft PowerPoint
5 30 (0.29%) UserZoom
6 22 (0.21%) MS Visio
6 22 (0.21%) Spreadsheet
7 7 (0.068%) Adobe Creative Suite
7 7 (0.068%) Adobe Premiere
7 7 (0.068%) Maya
8 6 (0.059%) Microsoft Project
9 5 (0.049%) Camtasia
9 5 (0.049%) Photoshop
10 4 (0.039%) Adobe After Effects
10 4 (0.039%) Adobe Illustrator
10 4 (0.039%) CapCut
10 4 (0.039%) Weka
11 3 (0.029%) Final Cut Pro
11 3 (0.029%) Sketch
12 2 (0.020%) Notion
Business Applications
1 35 (0.34%) Dynamics CRM
2 20 (0.20%) NetSuite
3 18 (0.18%) SAP S/4HANA
4 10 (0.098%) Oracle Payables
4 10 (0.098%) Workday HCM
5 9 (0.088%) Oracle ERP
6 8 (0.078%) Distributed Ledger
7 7 (0.068%) Oracle EBS
7 7 (0.068%) Salesforce CRM
8 5 (0.049%) Cloudability
8 5 (0.049%) Shopify
9 4 (0.039%) Dynamics AX
9 4 (0.039%) Oracle Assets
9 4 (0.039%) Oracle Procure-to-Pay
9 4 (0.039%) Sparx Enterprise Architect
10 3 (0.029%) Oracle General Ledger
10 3 (0.029%) Oracle Receivables
10 3 (0.029%) SAP FI
11 2 (0.020%) SAP ERP
11 2 (0.020%) Unit4 Business World
Cloud Services
1 4,155 (40.59%) Cloud Computing
2 2,324 (22.70%) Azure
3 1,387 (13.55%) Power Platform
4 1,328 (12.97%) Azure AI
5 889 (8.69%) AWS
6 496 (4.85%) SaaS
7 384 (3.75%) GCP
8 221 (2.16%) GitHub
9 209 (2.04%) Snowflake
10 196 (1.91%) Microsoft 365
11 165 (1.61%) Adobe Analytics
12 164 (1.60%) Azure DevOps
13 146 (1.43%) Azure Synapse Analytics
14 127 (1.24%) Microsoft Copilot
15 126 (1.23%) Serverless
16 123 (1.20%) Azure Data Factory
17 121 (1.18%) Azure Machine Learning
18 112 (1.09%) GitHub Copilot
19 108 (1.06%) Entra ID
20 104 (1.02%) Figma
Communications & Networking
1 4,051 (39.58%) Internet
2 247 (2.41%) Broadband
3 56 (0.55%) Firewall
4 31 (0.30%) Network Security
5 30 (0.29%) Unified Communications
6 25 (0.24%) VPN
7 24 (0.23%) HTTP
8 20 (0.20%) TCP/IP
9 19 (0.19%) DNS
10 17 (0.17%) DHCP
10 17 (0.17%) VoIP
10 17 (0.17%) WAN
11 12 (0.12%) Telepresence
11 12 (0.12%) WebEx
12 9 (0.088%) VLAN
12 9 (0.088%) Wireless
13 8 (0.078%) Intranet
14 7 (0.068%) Wi-Fi
15 6 (0.059%) DMZ
15 6 (0.059%) SD-WAN
Database & Business Intelligence
1 1,262 (12.33%) Power BI
2 1,152 (11.25%) Tableau
3 192 (1.88%) Data Warehouse
4 162 (1.58%) SQL Server
5 153 (1.49%) Data Lake
6 104 (1.02%) PostgreSQL
7 96 (0.94%) Metadata
8 83 (0.81%) MongoDB
9 78 (0.76%) NoSQL
10 68 (0.66%) BigQuery
11 59 (0.58%) Big Data
11 59 (0.58%) Looker
12 56 (0.55%) Elasticsearch
13 47 (0.46%) Amazon Redshift
14 46 (0.45%) Azure SQL Database
15 43 (0.42%) Pinecone
16 41 (0.40%) MySQL
17 35 (0.34%) Snowflake Schema
18 34 (0.33%) Relational Database
19 31 (0.30%) Redis
Development Applications
1 154 (1.50%) Git
2 103 (1.01%) JIRA
3 78 (0.76%) MLflow
4 58 (0.57%) Visual Studio Code
5 54 (0.53%) Jenkins
6 36 (0.35%) Claude Code
6 36 (0.35%) GitLab
7 25 (0.24%) Cypress.io
7 25 (0.24%) IBM UrbanCode
7 25 (0.24%) Selenium
8 16 (0.16%) Postman
9 13 (0.13%) SpecFlow
10 11 (0.11%) Visual Studio
11 10 (0.098%) Bitbucket
11 10 (0.098%) Storybook
12 9 (0.088%) Oracle Forms
12 9 (0.088%) TeamCity
13 8 (0.078%) Gradle
13 8 (0.078%) Subversion
13 8 (0.078%) Vite
General
1 6,386 (62.39%) Social Skills
2 4,504 (44.00%) Inclusion and Diversity
3 4,272 (41.74%) Banking
4 1,263 (12.34%) Finance
5 730 (7.13%) Analytical Skills
6 443 (4.33%) Marketing
7 332 (3.24%) Legal
8 322 (3.15%) Public Sector
9 288 (2.81%) Law
10 283 (2.76%) Games
11 243 (2.37%) Retail
12 182 (1.78%) Manufacturing
13 128 (1.25%) Influencing Skills
14 115 (1.12%) Presentation Skills
15 102 (1.00%) Telecoms
16 94 (0.92%) Organisational Skills
17 78 (0.76%) Pharmaceutical
18 77 (0.75%) Financial Institution
19 55 (0.54%) Advertising
20 49 (0.48%) Electronics
Job Titles
1 3,155 (30.82%) Lecturer
2 1,219 (11.91%) Analyst
3 1,055 (10.31%) Data Analyst
4 1,017 (9.94%) Junior
5 992 (9.69%) Junior Analyst
5 992 (9.69%) Junior Data Analyst
6 819 (8.00%) Senior
7 614 (6.00%) Lead
8 434 (4.24%) Developer
9 398 (3.89%) Architect
10 323 (3.16%) Artificial Intelligence Engineer
11 271 (2.65%) Consultant
12 234 (2.29%) Software Engineer
13 204 (1.99%) Data Engineer
14 170 (1.66%) Solutions Architect
15 115 (1.12%) Data Scientist
16 114 (1.11%) Python Engineer
17 102 (1.00%) Full-Stack Engineer
18 92 (0.90%) Full-Stack Developer
19 91 (0.89%) Senior Manager
Libraries, Frameworks & Software Standards
1 277 (2.71%) React
2 197 (1.92%) PyTorch
3 165 (1.61%) .NET
3 165 (1.61%) REST
4 152 (1.48%) TensorFlow
5 142 (1.39%) HTML
6 134 (1.31%) RESTful
7 133 (1.30%) scikit-learn
8 131 (1.28%) Node.js
9 129 (1.26%) LangChain
10 116 (1.13%) CSS
11 105 (1.03%) Kafka
11 105 (1.03%) Pandas
12 96 (0.94%) FastAPI
13 91 (0.89%) Hugging Face
14 87 (0.85%) Django
15 80 (0.78%) NumPy
16 77 (0.75%) PySpark
17 65 (0.64%) AngularJS
17 65 (0.64%) Next.js
Miscellaneous
1 4,076 (39.82%) IoT
2 333 (3.25%) Cloud Native
3 218 (2.13%) Onboarding
4 217 (2.12%) Social Media
5 189 (1.85%) AI Agents
6 175 (1.71%) Product Ownership
7 168 (1.64%) Algorithms
8 159 (1.55%) Robotics
9 133 (1.30%) Blog
10 129 (1.26%) Self-Motivation
11 122 (1.19%) Distributed Systems
12 100 (0.98%) Low-Code
13 95 (0.93%) Management Information System
14 91 (0.89%) Enterprise Software
15 85 (0.83%) Public Cloud
16 84 (0.82%) Life Science
16 84 (0.82%) Mobile App
17 76 (0.74%) Data Centre
18 68 (0.66%) Virtual Team
19 59 (0.58%) Legacy Systems
Operating Systems
1 90 (0.88%) Windows
2 89 (0.87%) Linux
3 79 (0.77%) Android
4 55 (0.54%) Unix
5 54 (0.53%) Apple iOS
6 28 (0.27%) Windows Server
7 15 (0.15%) Ubuntu
8 9 (0.088%) Mac OS
9 7 (0.068%) VMS
10 5 (0.049%) Windows Server 2016
11 4 (0.039%) Robot Operating System
12 2 (0.020%) Kali Linux
12 2 (0.020%) OpenWrt
12 2 (0.020%) zOS
13 1 (0.010%) FreeRTOS
13 1 (0.010%) Mac OS X
13 1 (0.010%) Red Hat Enterprise Linux
13 1 (0.010%) Solaris
13 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 5,248 (51.27%) Machine Learning
2 4,344 (42.44%) User Experience
3 4,321 (42.21%) Cybersecurity
4 4,075 (39.81%) Web Development
5 1,416 (13.83%) Business Intelligence
6 1,325 (12.94%) Analytics
7 1,036 (10.12%) Agile
8 864 (8.44%) Roadmaps
9 778 (7.60%) Problem-Solving
10 694 (6.78%) CI/CD
11 693 (6.77%) Decision-Making
12 655 (6.40%) Software Engineering
13 649 (6.34%) Continuous Improvement
14 587 (5.73%) LLM
15 580 (5.67%) Generative AI
16 572 (5.59%) DevOps
17 561 (5.48%) Data Science
18 510 (4.98%) Mentoring
19 448 (4.38%) Data Engineering
20 439 (4.29%) Customer Experience
Programming Languages
1 2,470 (24.13%) Python
2 1,658 (16.20%) SQL
3 261 (2.55%) Java
4 260 (2.54%) JavaScript
5 222 (2.17%) TypeScript
6 173 (1.69%) C#
7 85 (0.83%) C++
8 79 (0.77%) Go
9 65 (0.64%) Bash
10 61 (0.60%) PowerShell
11 56 (0.55%) R
12 38 (0.37%) PHP
13 37 (0.36%) Kotlin
14 30 (0.29%) Scala
15 28 (0.27%) Data Analysis Expressions
16 25 (0.24%) Rust
17 21 (0.21%) Bicep
17 21 (0.21%) C
18 19 (0.19%) Apex Code
19 18 (0.18%) T-SQL
Qualifications
1 4,915 (48.02%) Degree
2 4,233 (41.35%) Master's Degree
3 4,167 (40.71%) PhD
4 4,047 (39.54%) Postgraduate
5 1,215 (11.87%) Azure Certification
6 316 (3.09%) Security Cleared
7 206 (2.01%) SC Cleared
8 177 (1.73%) Computer Science Degree
9 119 (1.16%) AWS Certification
10 90 (0.88%) DV Cleared
11 70 (0.68%) ACCA
12 68 (0.66%) DBS Check
13 56 (0.55%) AWS Certified Cloud Practitioner
14 47 (0.46%) CIMA
15 46 (0.45%) CISSP
16 45 (0.44%) PMP
17 44 (0.43%) Microsoft Certification
18 30 (0.29%) PMI Certification
19 27 (0.26%) Cisco Certification
20 24 (0.23%) Numerate Degree
Quality Assurance & Compliance
1 336 (3.28%) Accessibility
2 261 (2.55%) Data Quality
3 180 (1.76%) GDPR
4 155 (1.51%) QA
5 70 (0.68%) ISO/IEC 27001
6 65 (0.64%) WCAG
7 54 (0.53%) GRC
8 50 (0.49%) EU AI Act
9 42 (0.41%) HIPAA
9 42 (0.41%) IFRS
10 40 (0.39%) NIST
11 39 (0.38%) California Consumer Privacy Act
12 29 (0.28%) Actionable Recommendations
13 26 (0.25%) Solvency II
14 24 (0.23%) GxP
15 22 (0.21%) PSD2
15 22 (0.21%) SLA
16 19 (0.19%) PMO
17 18 (0.18%) GAAP
17 18 (0.18%) PCI DSS
System Software
1 274 (2.68%) Docker
2 83 (0.81%) Active Directory
3 79 (0.77%) Virtual Machines
4 15 (0.15%) Firmware
5 11 (0.11%) VMware Infrastructure
6 9 (0.088%) vSphere
7 4 (0.039%) Lustre
7 4 (0.039%) Slurm Workload Manager
7 4 (0.039%) Virtual Desktop
8 3 (0.029%) Kamailio
8 3 (0.029%) VMware ESXi
9 2 (0.020%) Ceph
9 2 (0.020%) GPFS
9 2 (0.020%) Hyper-V
9 2 (0.020%) RACF
10 1 (0.010%) Apache Flume
10 1 (0.010%) Embedded Firmware
Systems Management
1 265 (2.59%) Kubernetes
2 212 (2.07%) Terraform
3 57 (0.56%) Ansible
4 42 (0.41%) Grafana
5 40 (0.39%) Prometheus
5 40 (0.39%) Single Sign-On
6 31 (0.30%) Microsoft Intune
7 12 (0.12%) Cisco CUCM
8 10 (0.098%) Argo
9 9 (0.088%) Kubeflow
10 8 (0.078%) Proxmox
11 7 (0.068%) vCenter Server
12 5 (0.049%) Functional Safety
13 4 (0.039%) Active Directory Federation Services
13 4 (0.039%) SolarWinds Orion
14 3 (0.029%) RSA Archer
15 2 (0.020%) Computer Emergency Response Teams
15 2 (0.020%) Control-M
15 2 (0.020%) EMC NetWorker
15 2 (0.020%) Puppet
Vendors
1 1,843 (18.01%) Microsoft
2 309 (3.02%) Databricks
3 221 (2.16%) Adobe
4 215 (2.10%) Google
5 139 (1.36%) Dell
6 127 (1.24%) OpenAI
7 109 (1.06%) Salesforce
8 96 (0.94%) Oracle
9 76 (0.74%) Cisco
10 71 (0.69%) SAP
11 57 (0.56%) Foundry
12 51 (0.50%) ServiceNow
13 50 (0.49%) Palantir
14 41 (0.40%) PayPal
15 40 (0.39%) Alteryx
15 40 (0.39%) Informatica
16 36 (0.35%) Apple
17 31 (0.30%) Red Hat
18 30 (0.29%) HubSpot
19 28 (0.27%) Bloomberg