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

6 months to
1 May 2026
Same period 2025 Same period 2024
Rank 6 27 44
Rank change year-on-year +21 +17 +71
Permanent jobs citing AI 10,746 2,976 4,760
As % of all permanent jobs in the UK 11.95% 7.04% 4.97%
As % of the Processes & Methodologies category 15.99% 7.57% 5.80%
Number of salaries quoted 3,141 1,508 2,081
10th Percentile £36,250 £27,275 £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 - - -0.36%
75th Percentile £96,250 £100,000 £92,500
90th Percentile £115,000 £117,500 £115,000
UK excluding London median annual salary £60,000 £66,200 £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 67,199 39,303 82,062
As % of all permanent jobs advertised in the UK 74.71% 92.91% 85.63%
Number of salaries quoted 41,762 22,588 59,681
10th Percentile £30,000 £30,750 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,946 £60,000 £55,000
Median % change year-on-year -3.42% +9.09% -10.57%
75th Percentile £78,500 £80,000 £72,500
90th Percentile £100,000 £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 1 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 1 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 +24 9,946 £70,000 -3.45% 3,307
UK excluding London +24 7,642 £60,000 -9.37% 1,821
North of England +42 2,749 £65,000 - 490
London +27 2,635 £85,000 -8.11% 1,810
North West +44 1,995 £65,500 -11.19% 282
Work from Home +8 1,886 £67,500 +1.95% 1,593
Midlands +32 1,680 £52,500 -8.82% 253
South East +29 1,538 £60,000 -14.29% 569
West Midlands +34 1,310 £51,650 -10.17% 148
East of England +20 816 £59,450 -10.23% 198
Yorkshire +23 630 £66,250 +47.22% 134
South West +4 447 £60,000 +4.40% 184
East Midlands +38 381 £55,000 -12.00% 105
Scotland +4 239 £70,000 +55.56% 97
Wales +28 144 £53,171 -17.24% 47
North East +17 124 £55,000 -4.35% 74
Northern Ireland +1 67 £90,000 -10.00% 19
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
2 107 (1.00%) Apache Spark
3 105 (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 18 (0.17%) Microsoft Exchange
11 17 (0.16%) Appian
12 10 (0.093%) JBoss
12 10 (0.093%) SAS
12 10 (0.093%) WebSphere
13 8 (0.074%) Oracle SOA Suite
14 5 (0.047%) IIS
15 4 (0.037%) Apache Pulsar
15 4 (0.037%) Umbraco
16 3 (0.028%) Liferay
Applications
1 1,256 (11.69%) Microsoft Excel
2 127 (1.18%) 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 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 2 (0.019%) Notion
12 2 (0.019%) Sketch
12 2 (0.019%) Weka
13 1 (0.009%) Trello
Business Applications
1 33 (0.31%) Dynamics CRM
2 21 (0.20%) SAP S/4HANA
3 16 (0.15%) Cloudability
3 16 (0.15%) NetSuite
4 10 (0.093%) Workday HCM
5 9 (0.084%) Oracle ERP
6 8 (0.074%) Distributed Ledger
7 7 (0.065%) Salesforce CRM
8 5 (0.047%) Oracle EBS
9 4 (0.037%) Dynamics AX
9 4 (0.037%) Oracle Procure-to-Pay
9 4 (0.037%) Shopify
9 4 (0.037%) Sparx Enterprise Architect
10 3 (0.028%) SAP FI
11 2 (0.019%) Dynamics GP
11 2 (0.019%) SAP CO
11 2 (0.019%) SAP ERP
11 2 (0.019%) SAP FI/CO
11 2 (0.019%) SAP SCM
11 2 (0.019%) Unit4 Business World
Cloud Services
1 4,147 (38.59%) Cloud Computing
2 2,650 (24.66%) Azure
3 1,654 (15.39%) Azure AI
4 1,547 (14.40%) Power Platform
5 903 (8.40%) AWS
6 476 (4.43%) SaaS
7 393 (3.66%) GCP
8 220 (2.05%) Microsoft 365
9 218 (2.03%) GitHub
10 203 (1.89%) Snowflake
11 184 (1.71%) Adobe Analytics
12 177 (1.65%) Azure DevOps
13 150 (1.40%) Microsoft Copilot
14 133 (1.24%) Serverless
15 128 (1.19%) Azure Synapse Analytics
16 125 (1.16%) Figma
17 117 (1.09%) Azure Machine Learning
18 112 (1.04%) Entra ID
19 103 (0.96%) GitHub Copilot
20 101 (0.94%) Power Automate
Communications & Networking
1 4,045 (37.64%) Internet
2 287 (2.67%) Broadband
3 63 (0.59%) Firewall
4 41 (0.38%) Network Security
5 28 (0.26%) VPN
6 27 (0.25%) HTTP
7 26 (0.24%) Unified Communications
8 22 (0.20%) DNS
9 19 (0.18%) WAN
10 18 (0.17%) TCP/IP
11 16 (0.15%) DHCP
12 12 (0.11%) VoIP
13 10 (0.093%) VLAN
13 10 (0.093%) Wireless
14 9 (0.084%) Intranet
15 8 (0.074%) SD-WAN
15 8 (0.074%) Telepresence
15 8 (0.074%) WebEx
16 6 (0.056%) DMZ
16 6 (0.056%) Wi-Fi
Database & Business Intelligence
1 1,414 (13.16%) Power BI
2 1,300 (12.10%) Tableau
3 180 (1.68%) Data Warehouse
4 153 (1.42%) SQL Server
5 144 (1.34%) Data Lake
6 102 (0.95%) PostgreSQL
7 94 (0.87%) Metadata
8 92 (0.86%) MongoDB
9 80 (0.74%) NoSQL
10 70 (0.65%) BigQuery
11 62 (0.58%) Big Data
11 62 (0.58%) Elasticsearch
12 61 (0.57%) Looker
13 48 (0.45%) Pinecone
14 47 (0.44%) Amazon Redshift
15 39 (0.36%) Azure SQL Database
16 37 (0.34%) MySQL
17 34 (0.32%) Relational Database
18 33 (0.31%) Snowflake Schema
19 32 (0.30%) Delta Lake
Development Applications
1 160 (1.49%) Git
2 95 (0.88%) JIRA
3 81 (0.75%) MLflow
4 67 (0.62%) Jenkins
5 57 (0.53%) Visual Studio Code
6 46 (0.43%) Claude Code
7 44 (0.41%) GitLab
8 25 (0.23%) IBM UrbanCode
8 25 (0.23%) Selenium
9 19 (0.18%) Cypress.io
10 17 (0.16%) Snyk
11 15 (0.14%) Postman
12 14 (0.13%) SpecFlow
13 13 (0.12%) Vite
14 12 (0.11%) Visual Studio
15 10 (0.093%) Storybook
16 9 (0.084%) Gradle
16 9 (0.084%) Oracle Forms
17 8 (0.074%) Bitbucket
18 7 (0.065%) WebDriver
General
1 6,666 (62.03%) Social Skills
2 4,518 (42.04%) Inclusion and Diversity
3 4,251 (39.56%) Banking
4 1,185 (11.03%) Finance
5 664 (6.18%) Analytical Skills
6 434 (4.04%) Marketing
7 323 (3.01%) Games
8 306 (2.85%) Legal
9 283 (2.63%) Public Sector
10 265 (2.47%) Law
11 241 (2.24%) Retail
12 170 (1.58%) Manufacturing
13 125 (1.16%) Influencing Skills
14 106 (0.99%) Organisational Skills
15 90 (0.84%) Telecoms
16 87 (0.81%) Presentation Skills
17 65 (0.60%) Financial Institution
18 58 (0.54%) Pharmaceutical
19 55 (0.51%) Advertising
20 51 (0.47%) Automotive
Job Titles
1 3,149 (29.30%) Lecturer
2 1,408 (13.10%) Analyst
3 1,205 (11.21%) Data Analyst
4 1,178 (10.96%) Junior
5 1,158 (10.78%) Junior Analyst
6 1,157 (10.77%) Junior Data Analyst
7 893 (8.31%) Senior
8 666 (6.20%) Lead
9 523 (4.87%) Artificial Intelligence Engineer
10 460 (4.28%) Developer
11 420 (3.91%) Architect
12 266 (2.48%) Consultant
13 255 (2.37%) Software Engineer
14 215 (2.00%) Data Engineer
15 164 (1.53%) Solutions Architect
16 140 (1.30%) Python Engineer
17 138 (1.28%) Data Scientist
18 109 (1.01%) Full-Stack Engineer
19 100 (0.93%) Senior Manager
20 99 (0.92%) Full-Stack Developer
Libraries, Frameworks & Software Standards
1 279 (2.60%) React
2 189 (1.76%) PyTorch
3 183 (1.70%) .NET
4 153 (1.42%) REST
5 146 (1.36%) TensorFlow
6 143 (1.33%) Node.js
7 142 (1.32%) LangChain
8 136 (1.27%) HTML
9 133 (1.24%) scikit-learn
10 131 (1.22%) RESTful
11 116 (1.08%) CSS
12 113 (1.05%) Pandas
13 108 (1.01%) Kafka
14 107 (1.00%) FastAPI
15 90 (0.84%) Hugging Face
16 89 (0.83%) Django
17 81 (0.75%) NumPy
18 78 (0.73%) PySpark
19 74 (0.69%) Next.js
20 70 (0.65%) AngularJS
Miscellaneous
1 4,070 (37.87%) IoT
2 354 (3.29%) Cloud Native
3 234 (2.18%) Social Media
4 219 (2.04%) AI Agents
5 204 (1.90%) Onboarding
6 182 (1.69%) Product Ownership
7 162 (1.51%) Algorithms
8 154 (1.43%) Robotics
9 136 (1.27%) Distributed Systems
10 112 (1.04%) Blog
10 112 (1.04%) Self-Motivation
11 100 (0.93%) Low-Code
12 95 (0.88%) Enterprise Software
13 92 (0.86%) Management Information System
14 90 (0.84%) Data Centre
15 85 (0.79%) Public Cloud
16 83 (0.77%) Mobile App
17 73 (0.68%) Life Science
18 64 (0.60%) Legacy Systems
19 57 (0.53%) Virtual Team
Operating Systems
1 90 (0.84%) Windows
2 84 (0.78%) Linux
3 70 (0.65%) Android
4 49 (0.46%) Apple iOS
5 44 (0.41%) Unix
6 30 (0.28%) Windows Server
7 15 (0.14%) 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%) zOS
12 1 (0.009%) FreeRTOS
12 1 (0.009%) Kali Linux
12 1 (0.009%) OpenWrt
12 1 (0.009%) Red Hat Enterprise Linux
12 1 (0.009%) Windows Server 2019
Processes & Methodologies
1 5,273 (49.07%) Machine Learning
2 4,350 (40.48%) User Experience
3 4,347 (40.45%) Cybersecurity
4 4,070 (37.87%) Web Development
5 1,548 (14.41%) Business Intelligence
6 1,266 (11.78%) Analytics
7 1,048 (9.75%) Agile
8 908 (8.45%) Roadmaps
9 745 (6.93%) CI/CD
10 735 (6.84%) Problem-Solving
11 693 (6.45%) Software Engineering
12 680 (6.33%) Decision-Making
13 623 (5.80%) Continuous Improvement
14 615 (5.72%) LLM
15 600 (5.58%) DevOps
16 592 (5.51%) Generative AI
17 564 (5.25%) Data Science
18 535 (4.98%) Mentoring
19 455 (4.23%) Artificial Intelligence Engineering
20 450 (4.19%) Data Engineering
Programming Languages
1 2,858 (26.60%) Python
2 1,803 (16.78%) SQL
3 269 (2.50%) Java
4 253 (2.35%) JavaScript
5 229 (2.13%) TypeScript
6 188 (1.75%) C#
7 88 (0.82%) C++
8 82 (0.76%) Go
9 68 (0.63%) Bash
10 67 (0.62%) PowerShell
11 56 (0.52%) R
12 37 (0.34%) PHP
13 32 (0.30%) Scala
14 29 (0.27%) Kotlin
14 29 (0.27%) Rust
15 27 (0.25%) Bicep
16 25 (0.23%) C
17 17 (0.16%) Apex Code
18 16 (0.15%) T-SQL
19 15 (0.14%) Data Analysis Expressions
Qualifications
1 4,833 (44.97%) Degree
2 4,215 (39.22%) Master's Degree
3 4,162 (38.73%) PhD
4 4,041 (37.60%) Postgraduate
5 1,545 (14.38%) Azure Certification
6 344 (3.20%) Security Cleared
7 210 (1.95%) SC Cleared
8 155 (1.44%) Computer Science Degree
9 122 (1.14%) AWS Certification
10 102 (0.95%) DV Cleared
11 84 (0.78%) DBS Check
12 78 (0.73%) ACCA
13 56 (0.52%) AWS Certified Cloud Practitioner
14 54 (0.50%) CIMA
15 49 (0.46%) CISSP
16 43 (0.40%) Microsoft Certification
17 38 (0.35%) PMP
18 29 (0.27%) PMI Certification
19 28 (0.26%) Cisco Certification
20 23 (0.21%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 358 (3.33%) Accessibility
2 258 (2.40%) Data Quality
3 173 (1.61%) GDPR
4 167 (1.55%) QA
5 76 (0.71%) WCAG
6 73 (0.68%) ISO/IEC 27001
7 70 (0.65%) GRC
8 45 (0.42%) IFRS
9 44 (0.41%) NIST
10 41 (0.38%) California Consumer Privacy Act
11 31 (0.29%) HIPAA
12 30 (0.28%) EU AI Act
13 24 (0.22%) PMO
13 24 (0.22%) SLA
14 22 (0.20%) GxP
15 21 (0.20%) PCI DSS
16 19 (0.18%) GAAP
17 18 (0.17%) SOC 2
18 17 (0.16%) Cyber Essentials
18 17 (0.16%) Solvency II
System Software
1 285 (2.65%) Docker
2 87 (0.81%) Active Directory
3 86 (0.80%) Virtual Machines
4 17 (0.16%) Firmware
5 11 (0.10%) VMware Infrastructure
6 9 (0.084%) vSphere
7 4 (0.037%) IAG
8 3 (0.028%) Kamailio
8 3 (0.028%) Virtual Desktop
9 2 (0.019%) GPFS
9 2 (0.019%) Hyper-V
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
10 1 (0.009%) VMware NSX
Systems Management
1 291 (2.71%) Kubernetes
2 223 (2.08%) Terraform
3 60 (0.56%) Ansible
4 44 (0.41%) Grafana
5 42 (0.39%) Prometheus
6 39 (0.36%) Single Sign-On
7 35 (0.33%) Microsoft Intune
8 11 (0.10%) Argo
9 10 (0.093%) Kubeflow
10 8 (0.074%) Cisco CUCM
10 8 (0.074%) Proxmox
11 6 (0.056%) vCenter Server
12 5 (0.047%) Autotask
12 5 (0.047%) Functional Safety
13 4 (0.037%) Active Directory Federation Services
13 4 (0.037%) SolarWinds Orion
14 3 (0.028%) Podman
14 3 (0.028%) Puppet
14 3 (0.028%) RSA Archer
15 2 (0.019%) Computer Emergency Response Teams
Vendors
1 2,026 (18.85%) Microsoft
2 304 (2.83%) Databricks
3 248 (2.31%) Adobe
4 212 (1.97%) Google
5 154 (1.43%) OpenAI
6 134 (1.25%) Dell
7 116 (1.08%) Salesforce
8 80 (0.74%) Oracle
9 74 (0.69%) Cisco
10 64 (0.60%) SAP
11 61 (0.57%) ServiceNow
12 58 (0.54%) Foundry
13 51 (0.47%) Palantir
14 48 (0.45%) Apple
15 37 (0.34%) Informatica
16 36 (0.34%) HubSpot
17 34 (0.32%) CrowdStrike
18 30 (0.28%) Palo Alto
19 29 (0.27%) PayPal
20 28 (0.26%) Red Hat