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 5 May 2026, with comparisons to the same periods in the previous two years.

6 months to
5 May 2026
Same period 2025 Same period 2024
Rank 6 28 44
Rank change year-on-year +22 +16 +72
Permanent jobs citing AI 10,828 2,946 4,791
As % of all permanent jobs in the UK 11.91% 6.86% 5.00%
As % of the Processes & Methodologies category 15.97% 7.38% 5.84%
Number of salaries quoted 3,213 1,511 2,097
10th Percentile £36,250 £26,750 £40,000
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -3.55%
75th Percentile £95,000 £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 67,799 39,928 81,978
As % of all permanent jobs advertised in the UK 74.55% 92.95% 85.54%
Number of salaries quoted 42,318 22,681 59,568
10th Percentile £30,000 £30,625 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £59,450 £60,000 £55,000
Median % change year-on-year -0.92% +9.09% -10.57%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £51,250 £52,500 £50,000
% change year-on-year -2.38% +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 5 May 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 5 May 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 +22 10,014 £70,000 -3.45% 4,354
UK excluding London +26 7,708 £60,000 -9.37% 2,496
North of England +45 2,769 £65,000 - 769
London +28 2,639 £85,000 -8.11% 2,198
North West +48 2,008 £70,000 -5.08% 497
Work from Home +8 1,945 £67,500 +1.95% 1,573
Midlands +34 1,698 £52,500 -8.82% 302
South East +30 1,552 £60,000 -14.29% 741
West Midlands +32 1,323 £52,250 -9.13% 156
East of England +35 820 £59,450 -10.23% 313
Yorkshire +22 632 £65,000 +44.44% 171
South West +7 449 £60,000 +2.13% 252
East Midlands +35 386 £52,500 -16.00% 145
Scotland +8 240 £70,000 +55.56% 89
Wales +29 148 £53,171 -17.24% 45
North East +19 129 £55,000 -4.35% 101
Northern Ireland +8 70 £90,000 -10.00% 25
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 (1.11%) Apache Airflow
2 107 (0.99%) Apache Spark
3 106 (0.98%) SharePoint
4 69 (0.64%) CMS
5 67 (0.62%) Confluence
6 65 (0.60%) Jupyter
7 44 (0.41%) Apache
8 30 (0.28%) ArcGIS
9 27 (0.25%) Palantir Foundry
9 27 (0.25%) WordPress
10 19 (0.18%) Microsoft Exchange
11 17 (0.16%) Appian
12 10 (0.092%) JBoss
12 10 (0.092%) SAS
12 10 (0.092%) WebSphere
13 8 (0.074%) Oracle SOA Suite
14 5 (0.046%) IIS
15 4 (0.037%) Apache Pulsar
15 4 (0.037%) Umbraco
16 3 (0.028%) Liferay
Applications
1 1,256 (11.60%) Microsoft Excel
2 121 (1.12%) Chatbot
3 83 (0.77%) Microsoft Office
4 54 (0.50%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 23 (0.21%) MS Visio
7 22 (0.20%) Spreadsheet
8 7 (0.065%) Maya
9 6 (0.055%) Camtasia
10 5 (0.046%) Adobe Creative Suite
10 5 (0.046%) Microsoft Project
10 5 (0.046%) 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 (0.018%) Notion
13 2 (0.018%) Simulink
13 2 (0.018%) Weka
Business Applications
1 34 (0.31%) Dynamics CRM
2 21 (0.19%) SAP S/4HANA
3 19 (0.18%) Cloudability
4 16 (0.15%) NetSuite
5 10 (0.092%) Workday HCM
6 9 (0.083%) Oracle ERP
7 8 (0.074%) Distributed Ledger
8 7 (0.065%) Salesforce CRM
9 5 (0.046%) 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%) SAP FI
12 2 (0.018%) Dynamics GP
12 2 (0.018%) Oracle Payables
12 2 (0.018%) SAP CO
12 2 (0.018%) SAP FI/CO
12 2 (0.018%) SAP SCM
12 2 (0.018%) Unit4 Business World
Cloud Services
1 4,147 (38.30%) Cloud Computing
2 2,662 (24.58%) Azure
3 1,651 (15.25%) Azure AI
4 1,559 (14.40%) Power Platform
5 905 (8.36%) AWS
6 490 (4.53%) SaaS
7 394 (3.64%) GCP
8 225 (2.08%) Microsoft 365
9 218 (2.01%) GitHub
10 207 (1.91%) Snowflake
11 184 (1.70%) Adobe Analytics
12 181 (1.67%) Azure DevOps
13 154 (1.42%) Microsoft Copilot
14 135 (1.25%) Serverless
15 128 (1.18%) Azure Synapse Analytics
16 126 (1.16%) Figma
17 117 (1.08%) Azure Machine Learning
18 114 (1.05%) Entra ID
19 104 (0.96%) GitHub Copilot
20 102 (0.94%) Power Automate
Communications & Networking
1 4,045 (37.36%) Internet
2 288 (2.66%) Broadband
3 66 (0.61%) Firewall
4 42 (0.39%) Network Security
5 30 (0.28%) VPN
6 27 (0.25%) HTTP
7 25 (0.23%) Unified Communications
8 23 (0.21%) DNS
9 19 (0.18%) WAN
10 18 (0.17%) TCP/IP
11 16 (0.15%) DHCP
12 11 (0.10%) VoIP
13 10 (0.092%) VLAN
13 10 (0.092%) Wireless
14 9 (0.083%) Intranet
15 8 (0.074%) SD-WAN
16 7 (0.065%) MQTT
16 7 (0.065%) Telepresence
16 7 (0.065%) WebEx
17 6 (0.055%) Wi-Fi
Database & Business Intelligence
1 1,421 (13.12%) Power BI
2 1,301 (12.02%) Tableau
3 180 (1.66%) Data Warehouse
4 156 (1.44%) SQL Server
5 145 (1.34%) Data Lake
6 102 (0.94%) PostgreSQL
7 98 (0.91%) MongoDB
8 95 (0.88%) Metadata
9 81 (0.75%) NoSQL
10 71 (0.66%) BigQuery
11 63 (0.58%) Elasticsearch
12 61 (0.56%) Big Data
12 61 (0.56%) Looker
13 48 (0.44%) Pinecone
14 47 (0.43%) Amazon Redshift
15 43 (0.40%) Azure SQL Database
16 36 (0.33%) MySQL
17 34 (0.31%) Redis
17 34 (0.31%) Relational Database
18 33 (0.30%) Snowflake Schema
Development Applications
1 160 (1.48%) Git
2 97 (0.90%) JIRA
3 81 (0.75%) MLflow
4 67 (0.62%) Jenkins
5 57 (0.53%) Visual Studio Code
6 47 (0.43%) Claude Code
7 45 (0.42%) GitLab
8 25 (0.23%) IBM UrbanCode
8 25 (0.23%) Selenium
9 19 (0.18%) Cypress.io
10 18 (0.17%) Snyk
11 15 (0.14%) Postman
12 14 (0.13%) SpecFlow
13 13 (0.12%) Vite
14 12 (0.11%) Visual Studio
15 10 (0.092%) Storybook
16 9 (0.083%) Gradle
16 9 (0.083%) Oracle Forms
17 8 (0.074%) Bitbucket
18 7 (0.065%) WebDriver
General
1 6,672 (61.62%) Social Skills
2 4,528 (41.82%) Inclusion and Diversity
3 4,239 (39.15%) Banking
4 1,200 (11.08%) Finance
5 682 (6.30%) Analytical Skills
6 436 (4.03%) Marketing
7 327 (3.02%) Games
8 308 (2.84%) Public Sector
9 299 (2.76%) Legal
10 258 (2.38%) Law
11 237 (2.19%) Retail
12 168 (1.55%) Manufacturing
13 126 (1.16%) Influencing Skills
14 106 (0.98%) Organisational Skills
15 88 (0.81%) Presentation Skills
16 86 (0.79%) Telecoms
17 63 (0.58%) Financial Institution
18 58 (0.54%) Automotive
19 55 (0.51%) Advertising
20 52 (0.48%) Pharmaceutical
Job Titles
1 3,149 (29.08%) Lecturer
2 1,416 (13.08%) Analyst
3 1,206 (11.14%) Data Analyst
4 1,179 (10.89%) Junior
5 1,158 (10.69%) Junior Analyst
6 1,157 (10.69%) Junior Data Analyst
7 904 (8.35%) Senior
8 665 (6.14%) Lead
9 526 (4.86%) Artificial Intelligence Engineer
10 474 (4.38%) Developer
11 460 (4.25%) Architect
12 266 (2.46%) Consultant
13 262 (2.42%) Software Engineer
14 216 (1.99%) Data Engineer
15 194 (1.79%) Solutions Architect
16 143 (1.32%) Python Engineer
17 135 (1.25%) Data Scientist
18 109 (1.01%) Full-Stack Engineer
19 104 (0.96%) Full-Stack Developer
20 97 (0.90%) Senior Manager
Libraries, Frameworks & Software Standards
1 280 (2.59%) React
2 195 (1.80%) .NET
3 186 (1.72%) PyTorch
4 158 (1.46%) REST
5 144 (1.33%) Node.js
6 143 (1.32%) TensorFlow
7 138 (1.27%) LangChain
8 136 (1.26%) HTML
9 134 (1.24%) RESTful
10 130 (1.20%) scikit-learn
11 117 (1.08%) CSS
12 113 (1.04%) Kafka
13 111 (1.03%) Pandas
14 106 (0.98%) FastAPI
15 89 (0.82%) Hugging Face
16 88 (0.81%) Django
17 82 (0.76%) NumPy
18 78 (0.72%) PySpark
19 74 (0.68%) Next.js
20 69 (0.64%) AngularJS
Miscellaneous
1 4,071 (37.60%) IoT
2 356 (3.29%) Cloud Native
3 236 (2.18%) Social Media
4 216 (1.99%) AI Agents
5 204 (1.88%) Onboarding
6 183 (1.69%) Product Ownership
7 162 (1.50%) Algorithms
8 150 (1.39%) Robotics
9 142 (1.31%) Distributed Systems
10 116 (1.07%) Self-Motivation
11 111 (1.03%) Blog
12 103 (0.95%) Low-Code
13 97 (0.90%) Enterprise Software
14 92 (0.85%) Management Information System
15 91 (0.84%) Data Centre
16 86 (0.79%) Public Cloud
17 84 (0.78%) Mobile App
18 82 (0.76%) Virtual Team
19 69 (0.64%) Life Science
20 67 (0.62%) Legacy Systems
Operating Systems
1 96 (0.89%) Windows
2 89 (0.82%) Linux
3 69 (0.64%) Android
4 49 (0.45%) Apple iOS
5 44 (0.41%) Unix
6 32 (0.30%) Windows Server
7 15 (0.14%) Ubuntu
8 12 (0.11%) VMS
9 5 (0.046%) Mac OS
9 5 (0.046%) Windows Server 2016
10 4 (0.037%) Robot Operating System
11 1 (0.009%) FreeRTOS
11 1 (0.009%) Kali Linux
11 1 (0.009%) OpenWrt
11 1 (0.009%) Red Hat Enterprise Linux
11 1 (0.009%) Windows Server 2019
11 1 (0.009%) zOS
Processes & Methodologies
1 5,272 (48.69%) Machine Learning
2 4,353 (40.20%) User Experience
3 4,349 (40.16%) Cybersecurity
4 4,069 (37.58%) Web Development
5 1,550 (14.31%) Business Intelligence
6 1,294 (11.95%) Analytics
7 1,057 (9.76%) Agile
8 916 (8.46%) Roadmaps
9 759 (7.01%) Problem-Solving
10 753 (6.95%) CI/CD
11 703 (6.49%) Software Engineering
12 679 (6.27%) Decision-Making
13 628 (5.80%) Continuous Improvement
14 614 (5.67%) DevOps
15 611 (5.64%) LLM
16 594 (5.49%) Generative AI
17 549 (5.07%) Data Science
18 542 (5.01%) Mentoring
19 457 (4.22%) Artificial Intelligence Engineering
20 449 (4.15%) Data Engineering
Programming Languages
1 2,871 (26.51%) Python
2 1,802 (16.64%) SQL
3 268 (2.48%) Java
4 263 (2.43%) JavaScript
5 231 (2.13%) TypeScript
6 195 (1.80%) C#
7 92 (0.85%) C++
8 83 (0.77%) Go
9 70 (0.65%) PowerShell
10 68 (0.63%) Bash
11 57 (0.53%) R
12 36 (0.33%) PHP
13 32 (0.30%) Scala
14 30 (0.28%) C
14 30 (0.28%) Rust
15 29 (0.27%) Kotlin
16 28 (0.26%) Bicep
17 17 (0.16%) Apex Code
17 17 (0.16%) T-SQL
18 15 (0.14%) Data Analysis Expressions
Qualifications
1 4,829 (44.60%) Degree
2 4,208 (38.86%) Master's Degree
3 4,162 (38.44%) PhD
4 4,042 (37.33%) Postgraduate
5 1,546 (14.28%) Azure Certification
6 350 (3.23%) Security Cleared
7 209 (1.93%) SC Cleared
8 152 (1.40%) Computer Science Degree
9 124 (1.15%) AWS Certification
10 107 (0.99%) DV Cleared
11 84 (0.78%) DBS Check
12 78 (0.72%) ACCA
13 56 (0.52%) AWS Certified Cloud Practitioner
14 54 (0.50%) CIMA
15 49 (0.45%) CISSP
16 44 (0.41%) Microsoft Certification
17 38 (0.35%) PMP
18 28 (0.26%) Cisco Certification
18 28 (0.26%) PMI Certification
19 26 (0.24%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 361 (3.33%) Accessibility
2 263 (2.43%) Data Quality
3 172 (1.59%) GDPR
4 170 (1.57%) QA
5 76 (0.70%) WCAG
6 75 (0.69%) ISO/IEC 27001
7 72 (0.66%) GRC
8 45 (0.42%) IFRS
8 45 (0.42%) NIST
9 43 (0.40%) California Consumer Privacy Act
10 25 (0.23%) HIPAA
10 25 (0.23%) SLA
11 24 (0.22%) EU AI Act
11 24 (0.22%) PMO
12 22 (0.20%) GxP
13 21 (0.19%) PCI DSS
14 19 (0.18%) GAAP
15 18 (0.17%) SOC 2
16 17 (0.16%) Cyber Essentials
17 13 (0.12%) Actionable Recommendations
System Software
1 286 (2.64%) Docker
2 90 (0.83%) Active Directory
3 87 (0.80%) Virtual Machines
4 19 (0.18%) Firmware
5 11 (0.10%) VMware Infrastructure
6 9 (0.083%) vSphere
7 4 (0.037%) IAG
8 3 (0.028%) Kamailio
8 3 (0.028%) Virtual Desktop
9 2 (0.018%) Embedded Firmware
9 2 (0.018%) GPFS
9 2 (0.018%) Hyper-V
9 2 (0.018%) Lustre
9 2 (0.018%) Slurm Workload Manager
9 2 (0.018%) VMware ESXi
10 1 (0.009%) Apache Flume
10 1 (0.009%) RACF
10 1 (0.009%) VMware NSX
Systems Management
1 296 (2.73%) Kubernetes
2 226 (2.09%) Terraform
3 62 (0.57%) Ansible
4 45 (0.42%) Grafana
5 43 (0.40%) Prometheus
6 39 (0.36%) Single Sign-On
7 38 (0.35%) Microsoft Intune
8 11 (0.10%) Argo
9 10 (0.092%) Kubeflow
10 8 (0.074%) Proxmox
11 7 (0.065%) Cisco CUCM
12 6 (0.055%) vCenter Server
13 5 (0.046%) Autotask
13 5 (0.046%) Functional Safety
14 4 (0.037%) Active Directory Federation Services
14 4 (0.037%) Podman
14 4 (0.037%) Puppet
14 4 (0.037%) SolarWinds Orion
15 3 (0.028%) RSA Archer
15 3 (0.028%) SCCM
Vendors
1 2,041 (18.85%) Microsoft
2 305 (2.82%) Databricks
3 252 (2.33%) Adobe
4 206 (1.90%) Google
5 159 (1.47%) OpenAI
6 135 (1.25%) Dell
7 122 (1.13%) Salesforce
8 78 (0.72%) Oracle
9 75 (0.69%) Cisco
10 65 (0.60%) SAP
10 65 (0.60%) ServiceNow
11 59 (0.54%) Foundry
12 52 (0.48%) Apple
13 49 (0.45%) Palantir
14 41 (0.38%) HubSpot
15 39 (0.36%) Informatica
16 34 (0.31%) CrowdStrike
17 30 (0.28%) Palo Alto
18 28 (0.26%) Red Hat
19 25 (0.23%) VMware