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

6 months to
16 Apr 2026
Same period 2025 Same period 2024
Rank 5 29 49
Rank change year-on-year +24 +20 +69
Permanent jobs citing AI 10,494 2,856 4,437
As % of all permanent jobs in the UK 12.24% 6.89% 4.72%
As % of the Processes & Methodologies category 16.20% 7.41% 5.48%
Number of salaries quoted 2,973 1,476 2,017
10th Percentile £35,000 £29,000 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £72,000 £72,500 £70,000
Median % change year-on-year -0.69% +3.57% -
75th Percentile £96,250 £100,000 £92,500
90th Percentile £115,000 £118,750 £115,000
UK excluding London median annual salary £60,000 £66,206 £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 64,759 38,558 80,920
As % of all permanent jobs advertised in the UK 75.53% 92.98% 86.03%
Number of salaries quoted 39,875 22,521 59,469
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% -10.54%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £52,600 £50,000
% change year-on-year -4.94% +5.20% -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 16 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 16 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 9,706 £72,500 -3.33% 3,594
UK excluding London +26 7,455 £60,000 -9.37% 2,250
North of England +43 2,675 £62,500 -2.15% 666
London +25 2,578 £85,000 -10.53% 1,734
North West +47 1,970 £62,500 -13.79% 427
Work from Home +11 1,864 £68,000 +2.70% 1,256
Midlands +48 1,635 £52,000 -11.61% 260
South East +29 1,514 £57,500 -17.86% 711
West Midlands +44 1,288 £52,500 -8.70% 138
East of England +17 794 £55,000 -16.95% 277
Yorkshire +31 594 £67,500 +50.00% 188
South West +8 419 £62,500 +4.17% 221
East Midlands +38 358 £50,000 -20.00% 122
Scotland +10 250 £70,000 +55.56% 91
Wales +25 134 £53,100 -15.04% 44
North East +29 111 £55,000 -11.67% 54
Northern Ireland 0 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
1 120 (1.14%) Apache Airflow
2 107 (1.02%) Apache Spark
3 97 (0.92%) SharePoint
4 67 (0.64%) Confluence
5 65 (0.62%) Jupyter
6 64 (0.61%) CMS
7 44 (0.42%) Apache
8 30 (0.29%) ArcGIS
9 28 (0.27%) WordPress
10 27 (0.26%) Palantir Foundry
11 18 (0.17%) Microsoft Exchange
12 17 (0.16%) Appian
13 12 (0.11%) JBoss
13 12 (0.11%) WebSphere
14 9 (0.086%) SAS
15 8 (0.076%) Oracle SOA Suite
16 5 (0.048%) Apache Pulsar
16 5 (0.048%) IIS
16 5 (0.048%) Umbraco
17 3 (0.029%) Liferay
Applications
1 1,210 (11.53%) Microsoft Excel
2 138 (1.32%) Chatbot
3 82 (0.78%) Microsoft Office
4 52 (0.50%) Microsoft PowerPoint
5 30 (0.29%) UserZoom
6 22 (0.21%) MS Visio
7 20 (0.19%) Spreadsheet
8 8 (0.076%) Adobe Creative Suite
9 7 (0.067%) Adobe Premiere
9 7 (0.067%) Maya
10 5 (0.048%) Camtasia
10 5 (0.048%) Microsoft Project
10 5 (0.048%) Photoshop
11 4 (0.038%) Adobe After Effects
11 4 (0.038%) Adobe Illustrator
11 4 (0.038%) CapCut
11 4 (0.038%) Weka
12 3 (0.029%) Final Cut Pro
12 3 (0.029%) Sketch
13 2 (0.019%) Notion
Business Applications
1 37 (0.35%) Dynamics CRM
2 18 (0.17%) SAP S/4HANA
3 16 (0.15%) NetSuite
4 10 (0.095%) Workday HCM
5 9 (0.086%) Cloudability
5 9 (0.086%) Oracle ERP
6 8 (0.076%) Distributed Ledger
7 7 (0.067%) Oracle EBS
7 7 (0.067%) Salesforce CRM
8 6 (0.057%) Oracle Payables
9 5 (0.048%) Shopify
10 4 (0.038%) Dynamics AX
10 4 (0.038%) Oracle Assets
10 4 (0.038%) Oracle Procure-to-Pay
10 4 (0.038%) Sparx Enterprise Architect
11 3 (0.029%) Oracle General Ledger
11 3 (0.029%) Oracle Receivables
11 3 (0.029%) SAP FI
12 2 (0.019%) SAP CO
12 2 (0.019%) SAP ERP
Cloud Services
1 4,149 (39.54%) Cloud Computing
2 2,539 (24.19%) Azure
3 1,550 (14.77%) Azure AI
4 1,491 (14.21%) Power Platform
5 883 (8.41%) AWS
6 491 (4.68%) SaaS
7 385 (3.67%) GCP
8 225 (2.14%) GitHub
9 208 (1.98%) Snowflake
10 202 (1.92%) Microsoft 365
11 172 (1.64%) Adobe Analytics
12 164 (1.56%) Azure DevOps
13 145 (1.38%) Azure Synapse Analytics
14 132 (1.26%) Microsoft Copilot
15 129 (1.23%) Serverless
16 120 (1.14%) Azure Data Factory
17 119 (1.13%) Azure Machine Learning
18 114 (1.09%) GitHub Copilot
19 111 (1.06%) Entra ID
19 111 (1.06%) Figma
Communications & Networking
1 4,046 (38.56%) Internet
2 255 (2.43%) Broadband
3 57 (0.54%) Firewall
4 31 (0.30%) Network Security
5 29 (0.28%) Unified Communications
6 27 (0.26%) HTTP
7 26 (0.25%) VPN
8 20 (0.19%) DNS
8 20 (0.19%) TCP/IP
9 17 (0.16%) DHCP
9 17 (0.16%) WAN
10 16 (0.15%) VoIP
11 11 (0.10%) Telepresence
11 11 (0.10%) VLAN
11 11 (0.10%) WebEx
12 9 (0.086%) Intranet
12 9 (0.086%) Wireless
13 7 (0.067%) Wi-Fi
14 6 (0.057%) SD-WAN
15 5 (0.048%) Modbus
Database & Business Intelligence
1 1,367 (13.03%) Power BI
2 1,256 (11.97%) Tableau
3 191 (1.82%) Data Warehouse
4 160 (1.52%) SQL Server
5 151 (1.44%) Data Lake
6 104 (0.99%) PostgreSQL
7 96 (0.91%) Metadata
8 85 (0.81%) MongoDB
9 79 (0.75%) NoSQL
10 67 (0.64%) BigQuery
11 61 (0.58%) Looker
12 60 (0.57%) Big Data
13 57 (0.54%) Elasticsearch
14 46 (0.44%) Amazon Redshift
14 46 (0.44%) Azure SQL Database
15 45 (0.43%) Pinecone
16 41 (0.39%) MySQL
17 35 (0.33%) Snowflake Schema
18 33 (0.31%) Relational Database
19 31 (0.30%) Redis
Development Applications
1 156 (1.49%) Git
2 104 (0.99%) JIRA
3 80 (0.76%) MLflow
4 58 (0.55%) Visual Studio Code
5 56 (0.53%) Jenkins
6 38 (0.36%) GitLab
7 37 (0.35%) Claude Code
8 26 (0.25%) Selenium
9 25 (0.24%) IBM UrbanCode
10 24 (0.23%) Cypress.io
11 17 (0.16%) Postman
12 14 (0.13%) SpecFlow
13 12 (0.11%) Visual Studio
14 11 (0.10%) Snyk
15 10 (0.095%) Bitbucket
15 10 (0.095%) Storybook
16 9 (0.086%) Oracle Forms
16 9 (0.086%) Vite
17 8 (0.076%) Gradle
17 8 (0.076%) TeamCity
General
1 6,593 (62.83%) Social Skills
2 4,505 (42.93%) Inclusion and Diversity
3 4,261 (40.60%) Banking
4 1,250 (11.91%) Finance
5 725 (6.91%) Analytical Skills
6 450 (4.29%) Marketing
7 328 (3.13%) Legal
8 321 (3.06%) Public Sector
9 290 (2.76%) Games
10 285 (2.72%) Law
11 246 (2.34%) Retail
12 181 (1.72%) Manufacturing
13 126 (1.20%) Influencing Skills
14 115 (1.10%) Presentation Skills
15 101 (0.96%) Telecoms
16 99 (0.94%) Organisational Skills
17 74 (0.71%) Financial Institution
17 74 (0.71%) Pharmaceutical
18 54 (0.51%) Advertising
19 50 (0.48%) Electronics
Job Titles
1 3,149 (30.01%) Lecturer
2 1,336 (12.73%) Analyst
3 1,160 (11.05%) Data Analyst
4 1,128 (10.75%) Junior
5 1,102 (10.50%) Junior Analyst
5 1,102 (10.50%) Junior Data Analyst
6 836 (7.97%) Senior
7 621 (5.92%) Lead
8 435 (4.15%) Artificial Intelligence Engineer
9 431 (4.11%) Developer
10 409 (3.90%) Architect
11 268 (2.55%) Consultant
12 239 (2.28%) Software Engineer
13 206 (1.96%) Data Engineer
14 173 (1.65%) Solutions Architect
15 119 (1.13%) Data Scientist
16 118 (1.12%) Python Engineer
17 105 (1.00%) Full-Stack Engineer
18 92 (0.88%) Full-Stack Developer
19 91 (0.87%) Senior Manager
Libraries, Frameworks & Software Standards
1 274 (2.61%) React
2 194 (1.85%) PyTorch
3 164 (1.56%) REST
4 163 (1.55%) .NET
5 150 (1.43%) TensorFlow
6 140 (1.33%) HTML
7 133 (1.27%) scikit-learn
8 132 (1.26%) RESTful
9 131 (1.25%) LangChain
10 130 (1.24%) Node.js
11 112 (1.07%) CSS
12 106 (1.01%) Kafka
13 105 (1.00%) Pandas
14 99 (0.94%) FastAPI
15 90 (0.86%) Hugging Face
16 88 (0.84%) Django
17 80 (0.76%) NumPy
18 76 (0.72%) PySpark
19 69 (0.66%) Next.js
20 65 (0.62%) AngularJS
Miscellaneous
1 4,069 (38.77%) IoT
2 334 (3.18%) Cloud Native
3 221 (2.11%) Social Media
4 217 (2.07%) Onboarding
5 191 (1.82%) AI Agents
6 178 (1.70%) Product Ownership
7 166 (1.58%) Algorithms
8 161 (1.53%) Robotics
9 135 (1.29%) Blog
10 126 (1.20%) Self-Motivation
11 124 (1.18%) Distributed Systems
12 98 (0.93%) Low-Code
13 91 (0.87%) Management Information System
14 89 (0.85%) Enterprise Software
15 87 (0.83%) Public Cloud
16 84 (0.80%) Data Centre
17 83 (0.79%) Mobile App
18 82 (0.78%) Life Science
19 68 (0.65%) Virtual Team
20 56 (0.53%) Legacy Systems
Operating Systems
1 92 (0.88%) Windows
2 91 (0.87%) Linux
3 77 (0.73%) Android
4 55 (0.52%) Unix
5 52 (0.50%) Apple iOS
6 29 (0.28%) Windows Server
7 17 (0.16%) Ubuntu
8 11 (0.10%) Mac OS
9 7 (0.067%) VMS
10 5 (0.048%) Windows Server 2016
11 4 (0.038%) Robot Operating System
12 2 (0.019%) Kali Linux
12 2 (0.019%) OpenWrt
12 2 (0.019%) zOS
13 1 (0.010%) FreeRTOS
13 1 (0.010%) Red Hat Enterprise Linux
13 1 (0.010%) Solaris
13 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 5,234 (49.88%) Machine Learning
2 4,344 (41.40%) User Experience
3 4,327 (41.23%) Cybersecurity
4 4,067 (38.76%) Web Development
5 1,520 (14.48%) Business Intelligence
6 1,321 (12.59%) Analytics
7 1,037 (9.88%) Agile
8 871 (8.30%) Roadmaps
9 768 (7.32%) Problem-Solving
10 701 (6.68%) Decision-Making
11 695 (6.62%) CI/CD
12 668 (6.37%) Software Engineering
13 646 (6.16%) Continuous Improvement
14 593 (5.65%) LLM
15 575 (5.48%) Generative AI
16 570 (5.43%) DevOps
17 556 (5.30%) Data Science
18 520 (4.96%) Mentoring
19 447 (4.26%) Customer Experience
19 447 (4.26%) Data Engineering
Programming Languages
1 2,691 (25.64%) Python
2 1,756 (16.73%) SQL
3 262 (2.50%) Java
4 257 (2.45%) JavaScript
5 219 (2.09%) TypeScript
6 171 (1.63%) C#
7 87 (0.83%) C++
8 78 (0.74%) Go
9 67 (0.64%) Bash
10 61 (0.58%) PowerShell
11 55 (0.52%) R
12 36 (0.34%) Kotlin
13 35 (0.33%) PHP
14 30 (0.29%) Scala
15 27 (0.26%) Data Analysis Expressions
16 24 (0.23%) Rust
17 22 (0.21%) Bicep
17 22 (0.21%) C
18 19 (0.18%) Apex Code
19 16 (0.15%) T-SQL
Qualifications
1 4,904 (46.73%) Degree
2 4,228 (40.29%) Master's Degree
3 4,160 (39.64%) PhD
4 4,041 (38.51%) Postgraduate
5 1,433 (13.66%) Azure Certification
6 330 (3.14%) Security Cleared
7 214 (2.04%) SC Cleared
8 176 (1.68%) Computer Science Degree
9 120 (1.14%) AWS Certification
10 93 (0.89%) DV Cleared
11 72 (0.69%) ACCA
12 70 (0.67%) DBS Check
13 56 (0.53%) AWS Certified Cloud Practitioner
14 49 (0.47%) CIMA
15 45 (0.43%) CISSP
15 45 (0.43%) PMP
16 42 (0.40%) Microsoft Certification
17 30 (0.29%) PMI Certification
18 27 (0.26%) Cisco Certification
19 21 (0.20%) BPSS Clearance
Quality Assurance & Compliance
1 339 (3.23%) Accessibility
2 253 (2.41%) Data Quality
3 177 (1.69%) GDPR
4 157 (1.50%) QA
5 69 (0.66%) WCAG
6 67 (0.64%) ISO/IEC 27001
7 60 (0.57%) GRC
8 48 (0.46%) EU AI Act
9 43 (0.41%) IFRS
10 41 (0.39%) HIPAA
11 39 (0.37%) California Consumer Privacy Act
12 38 (0.36%) NIST
13 30 (0.29%) Actionable Recommendations
14 27 (0.26%) Solvency II
15 23 (0.22%) SLA
16 22 (0.21%) PSD2
17 21 (0.20%) GxP
18 19 (0.18%) PMO
19 18 (0.17%) GAAP
19 18 (0.17%) PCI DSS
System Software
1 273 (2.60%) Docker
2 85 (0.81%) Active Directory
3 82 (0.78%) Virtual Machines
4 15 (0.14%) Firmware
5 12 (0.11%) VMware Infrastructure
6 9 (0.086%) vSphere
7 5 (0.048%) Virtual Desktop
8 4 (0.038%) Lustre
8 4 (0.038%) 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
1 268 (2.55%) Kubernetes
2 213 (2.03%) Terraform
3 57 (0.54%) Ansible
4 43 (0.41%) Grafana
5 41 (0.39%) Prometheus
6 40 (0.38%) Single Sign-On
7 33 (0.31%) Microsoft Intune
8 11 (0.10%) Cisco CUCM
9 10 (0.095%) Argo
10 9 (0.086%) Kubeflow
11 8 (0.076%) Proxmox
12 7 (0.067%) vCenter Server
13 5 (0.048%) Functional Safety
14 4 (0.038%) Active Directory Federation Services
14 4 (0.038%) SolarWinds Orion
15 3 (0.029%) Autotask
15 3 (0.029%) Podman
15 3 (0.029%) RSA Archer
16 2 (0.019%) Computer Emergency Response Teams
16 2 (0.019%) Microsoft Data Protection Manager
Vendors
1 1,953 (18.61%) Microsoft
2 303 (2.89%) Databricks
3 233 (2.22%) Adobe
4 217 (2.07%) Google
5 140 (1.33%) Dell
6 126 (1.20%) OpenAI
7 114 (1.09%) Salesforce
8 89 (0.85%) Oracle
9 76 (0.72%) Cisco
10 71 (0.68%) SAP
11 58 (0.55%) Foundry
12 56 (0.53%) ServiceNow
13 52 (0.50%) Palantir
14 41 (0.39%) PayPal
15 40 (0.38%) Apple
16 39 (0.37%) Informatica
17 36 (0.34%) Alteryx
18 32 (0.30%) HubSpot
19 31 (0.30%) Red Hat
20 28 (0.27%) CrowdStrike