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

6 months to
12 Apr 2026
Same period 2025 Same period 2024
Rank 5 29 50
Rank change year-on-year +24 +21 +69
Permanent jobs citing AI 10,353 2,800 4,333
As % of all permanent jobs in the UK 12.27% 6.81% 4.68%
As % of the Processes & Methodologies category 16.19% 7.33% 5.44%
Number of salaries quoted 2,962 1,475 1,971
10th Percentile £35,000 £29,000 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £72,500 £72,500 £70,000
Median % change year-on-year - +3.57% -
75th Percentile £97,500 £100,000 £92,500
90th Percentile £115,000 £119,320 £115,000
UK excluding London median annual salary £60,000 £66,200 £60,000
% change year-on-year -9.37% +10.33% -9.09%

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 63,952 38,221 79,637
As % of all permanent jobs advertised in the UK 75.80% 92.98% 86.04%
Number of salaries quoted 39,483 22,497 58,940
10th Percentile £30,000 £31,250 £29,000
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 £53,500 £50,000
% change year-on-year -6.54% +7.00% -8.26%

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 12 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 12 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 +25 9,576 £72,500 -3.33% 2,503
UK excluding London +26 7,341 £60,000 -9.37% 1,554
North of England +32 2,644 £62,500 -2.15% 393
London +26 2,558 £85,000 -10.53% 1,300
North West +25 1,960 £62,500 -13.79% 227
Work from Home +13 1,846 £68,500 +3.45% 1,132
Midlands +55 1,601 £51,300 -14.85% 189
South East +29 1,492 £57,500 -17.86% 544
West Midlands +54 1,270 £52,250 -9.13% 106
East of England +17 785 £55,000 -16.95% 149
Yorkshire +29 579 £67,500 +50.00% 118
South West +4 406 £62,500 +4.17% 164
East Midlands +44 342 £50,000 -20.00% 83
Scotland +10 247 £70,000 +55.56% 90
Wales +30 130 £53,100 -15.04% 35
North East +26 105 £55,000 -17.96% 50
Northern Ireland -1 68 £90,000 -7.69% 17
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 (1.14%) Apache Airflow
2 106 (1.02%) Apache Spark
3 95 (0.92%) SharePoint
4 65 (0.63%) Jupyter
5 63 (0.61%) Confluence
6 59 (0.57%) CMS
7 43 (0.42%) Apache
8 30 (0.29%) ArcGIS
9 26 (0.25%) Palantir Foundry
9 26 (0.25%) WordPress
10 18 (0.17%) Microsoft Exchange
11 17 (0.16%) Appian
12 12 (0.12%) JBoss
12 12 (0.12%) WebSphere
13 9 (0.087%) SAS
14 8 (0.077%) Oracle SOA Suite
15 5 (0.048%) Apache Pulsar
15 5 (0.048%) IIS
15 5 (0.048%) Umbraco
16 3 (0.029%) Camunda
Applications
1 1,161 (11.21%) Microsoft Excel
2 140 (1.35%) Chatbot
3 82 (0.79%) Microsoft Office
4 52 (0.50%) 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 (0.058%) Microsoft Project
9 5 (0.048%) Camtasia
9 5 (0.048%) 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 (0.019%) Notion
Business Applications
1 35 (0.34%) Dynamics CRM
2 18 (0.17%) SAP S/4HANA
3 17 (0.16%) NetSuite
4 10 (0.097%) Workday HCM
5 9 (0.087%) Oracle ERP
6 8 (0.077%) Distributed Ledger
7 7 (0.068%) Oracle EBS
7 7 (0.068%) Oracle Payables
7 7 (0.068%) Salesforce CRM
8 5 (0.048%) Cloudability
8 5 (0.048%) 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 (0.019%) SAP ERP
11 2 (0.019%) Unit4 Business World
Cloud Services
1 4,153 (40.11%) Cloud Computing
2 2,431 (23.48%) Azure
3 1,440 (13.91%) Power Platform
4 1,437 (13.88%) Azure AI
5 887 (8.57%) AWS
6 498 (4.81%) SaaS
7 381 (3.68%) GCP
8 222 (2.14%) GitHub
9 209 (2.02%) Snowflake
10 197 (1.90%) Microsoft 365
11 165 (1.59%) Adobe Analytics
11 165 (1.59%) Azure DevOps
12 145 (1.40%) Azure Synapse Analytics
13 127 (1.23%) Microsoft Copilot
14 124 (1.20%) Serverless
15 122 (1.18%) Azure Data Factory
16 120 (1.16%) Azure Machine Learning
17 112 (1.08%) GitHub Copilot
18 109 (1.05%) Entra ID
19 104 (1.00%) Figma
Communications & Networking
1 4,049 (39.11%) Internet
2 247 (2.39%) Broadband
3 57 (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 (0.19%) TCP/IP
9 19 (0.18%) DNS
10 17 (0.16%) DHCP
10 17 (0.16%) VoIP
10 17 (0.16%) WAN
11 12 (0.12%) Telepresence
11 12 (0.12%) WebEx
12 10 (0.097%) VLAN
13 9 (0.087%) Wireless
14 8 (0.077%) Intranet
15 7 (0.068%) Wi-Fi
16 6 (0.058%) DMZ
16 6 (0.058%) SD-WAN
Database & Business Intelligence
1 1,317 (12.72%) Power BI
2 1,207 (11.66%) Tableau
3 192 (1.85%) Data Warehouse
4 161 (1.56%) SQL Server
5 152 (1.47%) Data Lake
6 103 (0.99%) PostgreSQL
7 95 (0.92%) Metadata
8 84 (0.81%) MongoDB
9 78 (0.75%) NoSQL
10 68 (0.66%) BigQuery
11 60 (0.58%) Looker
12 59 (0.57%) Big Data
13 57 (0.55%) Elasticsearch
14 47 (0.45%) Amazon Redshift
15 46 (0.44%) Azure SQL Database
16 44 (0.42%) Pinecone
17 41 (0.40%) MySQL
18 35 (0.34%) Snowflake Schema
19 34 (0.33%) Relational Database
20 31 (0.30%) Redis
Development Applications
1 156 (1.51%) Git
2 104 (1.00%) JIRA
3 79 (0.76%) MLflow
4 58 (0.56%) Visual Studio Code
5 55 (0.53%) Jenkins
6 37 (0.36%) GitLab
7 36 (0.35%) Claude Code
8 25 (0.24%) IBM UrbanCode
8 25 (0.24%) Selenium
9 24 (0.23%) Cypress.io
10 16 (0.15%) Postman
11 13 (0.13%) SpecFlow
12 11 (0.11%) Visual Studio
13 10 (0.097%) Bitbucket
13 10 (0.097%) Storybook
14 9 (0.087%) Oracle Forms
15 8 (0.077%) Gradle
15 8 (0.077%) Subversion
15 8 (0.077%) TeamCity
15 8 (0.077%) Vite
General
1 6,485 (62.64%) Social Skills
2 4,496 (43.43%) Inclusion and Diversity
3 4,269 (41.23%) Banking
4 1,253 (12.10%) Finance
5 726 (7.01%) Analytical Skills
6 445 (4.30%) Marketing
7 328 (3.17%) Legal
8 322 (3.11%) Public Sector
9 286 (2.76%) Law
10 285 (2.75%) Games
11 243 (2.35%) Retail
12 180 (1.74%) Manufacturing
13 125 (1.21%) Influencing Skills
14 115 (1.11%) Presentation Skills
15 101 (0.98%) Telecoms
16 95 (0.92%) Organisational Skills
17 76 (0.73%) Financial Institution
18 75 (0.72%) Pharmaceutical
19 55 (0.53%) Advertising
20 49 (0.47%) Electronics
Job Titles
1 3,153 (30.45%) Lecturer
2 1,274 (12.31%) Analyst
3 1,109 (10.71%) Data Analyst
4 1,072 (10.35%) Junior
5 1,047 (10.11%) Junior Analyst
5 1,047 (10.11%) Junior Data Analyst
6 820 (7.92%) Senior
7 612 (5.91%) Lead
8 433 (4.18%) Developer
9 397 (3.83%) Architect
10 377 (3.64%) Artificial Intelligence Engineer
11 271 (2.62%) Consultant
12 236 (2.28%) Software Engineer
13 205 (1.98%) Data Engineer
14 172 (1.66%) Solutions Architect
15 117 (1.13%) Data Scientist
16 115 (1.11%) Python Engineer
17 105 (1.01%) Full-Stack Engineer
18 93 (0.90%) Full-Stack Developer
19 91 (0.88%) Senior Manager
Libraries, Frameworks & Software Standards
1 277 (2.68%) React
2 197 (1.90%) PyTorch
3 165 (1.59%) .NET
3 165 (1.59%) REST
4 153 (1.48%) TensorFlow
5 140 (1.35%) HTML
6 133 (1.28%) RESTful
6 133 (1.28%) scikit-learn
7 132 (1.27%) Node.js
8 129 (1.25%) LangChain
9 114 (1.10%) CSS
10 106 (1.02%) Kafka
11 105 (1.01%) Pandas
12 97 (0.94%) FastAPI
13 91 (0.88%) Hugging Face
14 87 (0.84%) Django
15 80 (0.77%) NumPy
16 77 (0.74%) PySpark
17 67 (0.65%) Next.js
18 64 (0.62%) AngularJS
Miscellaneous
1 4,074 (39.35%) IoT
2 333 (3.22%) Cloud Native
3 219 (2.12%) Onboarding
4 217 (2.10%) Social Media
5 189 (1.83%) AI Agents
6 177 (1.71%) Product Ownership
7 167 (1.61%) Algorithms
8 159 (1.54%) Robotics
9 133 (1.28%) Blog
10 129 (1.25%) Self-Motivation
11 123 (1.19%) Distributed Systems
12 100 (0.97%) Low-Code
13 92 (0.89%) Management Information System
14 89 (0.86%) Enterprise Software
15 85 (0.82%) Public Cloud
16 84 (0.81%) Mobile App
17 81 (0.78%) Life Science
18 77 (0.74%) Data Centre
19 67 (0.65%) Virtual Team
20 55 (0.53%) Legacy Systems
Operating Systems
1 90 (0.87%) Linux
1 90 (0.87%) Windows
2 78 (0.75%) Android
3 55 (0.53%) Unix
4 53 (0.51%) Apple iOS
5 28 (0.27%) Windows Server
6 16 (0.15%) Ubuntu
7 10 (0.097%) Mac OS
8 7 (0.068%) VMS
9 5 (0.048%) Windows Server 2016
10 4 (0.039%) Robot Operating System
11 2 (0.019%) Kali Linux
11 2 (0.019%) OpenWrt
11 2 (0.019%) zOS
12 1 (0.010%) FreeRTOS
12 1 (0.010%) Mac OS X
12 1 (0.010%) Red Hat Enterprise Linux
12 1 (0.010%) Solaris
12 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 5,240 (50.61%) Machine Learning
2 4,341 (41.93%) User Experience
3 4,321 (41.74%) Cybersecurity
4 4,072 (39.33%) Web Development
5 1,472 (14.22%) Business Intelligence
6 1,324 (12.79%) Analytics
7 1,033 (9.98%) Agile
8 858 (8.29%) Roadmaps
9 770 (7.44%) Problem-Solving
10 694 (6.70%) CI/CD
11 690 (6.66%) Decision-Making
12 659 (6.37%) Software Engineering
13 647 (6.25%) Continuous Improvement
14 586 (5.66%) LLM
15 579 (5.59%) Generative AI
16 570 (5.51%) DevOps
17 561 (5.42%) Data Science
18 510 (4.93%) Mentoring
19 449 (4.34%) Data Engineering
20 440 (4.25%) Customer Experience
Programming Languages
1 2,583 (24.95%) Python
2 1,709 (16.51%) SQL
3 261 (2.52%) Java
4 259 (2.50%) JavaScript
5 222 (2.14%) TypeScript
6 173 (1.67%) C#
7 86 (0.83%) C++
8 79 (0.76%) Go
9 67 (0.65%) Bash
10 62 (0.60%) PowerShell
11 55 (0.53%) R
12 37 (0.36%) Kotlin
13 36 (0.35%) PHP
14 30 (0.29%) Scala
15 28 (0.27%) Data Analysis Expressions
16 25 (0.24%) Rust
17 22 (0.21%) Bicep
18 21 (0.20%) C
19 19 (0.18%) Apex Code
20 18 (0.17%) T-SQL
Qualifications
1 4,905 (47.38%) Degree
2 4,229 (40.85%) Master's Degree
3 4,162 (40.20%) PhD
4 4,045 (39.07%) Postgraduate
5 1,325 (12.80%) Azure Certification
6 319 (3.08%) Security Cleared
7 207 (2.00%) SC Cleared
8 176 (1.70%) Computer Science Degree
9 119 (1.15%) AWS Certification
10 91 (0.88%) DV Cleared
11 70 (0.68%) ACCA
12 66 (0.64%) DBS Check
13 56 (0.54%) AWS Certified Cloud Practitioner
14 47 (0.45%) CIMA
15 46 (0.44%) CISSP
16 45 (0.43%) PMP
17 44 (0.42%) Microsoft Certification
18 30 (0.29%) PMI Certification
19 27 (0.26%) Cisco Certification
20 23 (0.22%) Numerate Degree
Quality Assurance & Compliance
1 333 (3.22%) Accessibility
2 260 (2.51%) Data Quality
3 180 (1.74%) GDPR
4 156 (1.51%) QA
5 71 (0.69%) ISO/IEC 27001
6 64 (0.62%) WCAG
7 55 (0.53%) GRC
8 50 (0.48%) 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 22 (0.21%) PSD2
14 22 (0.21%) SLA
15 21 (0.20%) GxP
16 20 (0.19%) PMO
17 19 (0.18%) PCI DSS
18 18 (0.17%) GAAP
System Software
1 274 (2.65%) Docker
2 84 (0.81%) Active Directory
3 79 (0.76%) Virtual Machines
4 15 (0.14%) Firmware
5 12 (0.12%) VMware Infrastructure
6 9 (0.087%) vSphere
7 5 (0.048%) Virtual Desktop
8 4 (0.039%) Lustre
8 4 (0.039%) Slurm Workload Manager
9 3 (0.029%) Kamailio
9 3 (0.029%) VMware ESXi
10 2 (0.019%) Ceph
10 2 (0.019%) GPFS
10 2 (0.019%) Hyper-V
10 2 (0.019%) RACF
11 1 (0.010%) Apache Flume
11 1 (0.010%) Embedded Firmware
Systems Management
1 269 (2.60%) Kubernetes
2 213 (2.06%) Terraform
3 57 (0.55%) Ansible
4 43 (0.42%) Grafana
5 41 (0.40%) Prometheus
6 40 (0.39%) Single Sign-On
7 31 (0.30%) Microsoft Intune
8 12 (0.12%) Cisco CUCM
9 10 (0.097%) Argo
10 9 (0.087%) Kubeflow
11 8 (0.077%) Proxmox
12 7 (0.068%) vCenter Server
13 5 (0.048%) Functional Safety
14 4 (0.039%) Active Directory Federation Services
14 4 (0.039%) SolarWinds Orion
15 3 (0.029%) RSA Archer
16 2 (0.019%) Autotask
16 2 (0.019%) Computer Emergency Response Teams
16 2 (0.019%) Podman
16 2 (0.019%) Puppet
Vendors
1 1,899 (18.34%) Microsoft
2 308 (2.97%) Databricks
3 221 (2.13%) Adobe
4 216 (2.09%) Google
5 139 (1.34%) Dell
6 125 (1.21%) OpenAI
7 111 (1.07%) Salesforce
8 93 (0.90%) Oracle
9 76 (0.73%) Cisco
10 71 (0.69%) SAP
11 57 (0.55%) Foundry
12 52 (0.50%) ServiceNow
13 50 (0.48%) Palantir
14 41 (0.40%) PayPal
15 40 (0.39%) Informatica
16 39 (0.38%) Alteryx
17 36 (0.35%) Apple
18 31 (0.30%) HubSpot
18 31 (0.30%) Red Hat
19 27 (0.26%) NVIDIA