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

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 6 27 44
Rank change year-on-year +21 +17 +72
Permanent jobs citing AI 10,788 2,934 4,774
As % of all permanent jobs in the UK 11.94% 6.90% 4.98%
As % of the Processes & Methodologies category 16.00% 7.43% 5.82%
Number of salaries quoted 3,177 1,512 2,096
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 - - -3.45%
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 67,443 39,485 82,053
As % of all permanent jobs advertised in the UK 74.64% 92.88% 85.58%
Number of salaries quoted 41,986 22,655 59,675
10th Percentile £30,000 £30,668 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £58,599 £60,000 £55,000
Median % change year-on-year -2.34% +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 £50,001 £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 3 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 3 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 9,979 £70,000 -3.45% 3,549
UK excluding London +26 7,671 £60,000 -9.37% 1,952
North of England +42 2,756 £65,000 - 556
London +27 2,642 £85,000 -8.11% 1,923
North West +48 2,002 £68,624 -6.95% 312
Work from Home +8 1,915 £67,500 +1.95% 1,805
Midlands +34 1,687 £52,500 -8.82% 266
South East +28 1,546 £60,000 -14.29% 581
West Midlands +34 1,314 £52,500 -8.70% 148
East of England +27 818 £59,450 -10.23% 211
Yorkshire +22 629 £65,000 +44.44% 162
South West +6 446 £60,000 +2.13% 196
East Midlands +38 384 £52,500 -16.00% 118
Scotland +6 241 £70,000 +55.56% 100
Wales +29 147 £53,171 -17.24% 50
North East +18 125 £55,000 -4.35% 82
Northern Ireland +8 68 £90,000 -10.00% 28
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
1 119 (1.10%) Apache Airflow
2 107 (0.99%) Apache Spark
3 105 (0.97%) 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 (0.046%) IIS
15 4 (0.037%) Apache Pulsar
15 4 (0.037%) Umbraco
16 3 (0.028%) Liferay
Applications
1 1,255 (11.63%) Microsoft Excel
2 122 (1.13%) Chatbot
3 84 (0.78%) 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 (0.046%) 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 (0.019%) Notion
13 2 (0.019%) Simulink
13 2 (0.019%) Weka
Business Applications
1 33 (0.31%) Dynamics CRM
2 22 (0.20%) SAP S/4HANA
3 17 (0.16%) Cloudability
4 16 (0.15%) NetSuite
5 10 (0.093%) 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 (0.019%) Dynamics GP
12 2 (0.019%) Oracle Payables
12 2 (0.019%) SAP CO
12 2 (0.019%) SAP FI/CO
12 2 (0.019%) SAP SCM
12 2 (0.019%) Unit4 Business World
Cloud Services
1 4,147 (38.44%) Cloud Computing
2 2,656 (24.62%) Azure
3 1,651 (15.30%) Azure AI
4 1,548 (14.35%) Power Platform
5 905 (8.39%) AWS
6 487 (4.51%) SaaS
7 394 (3.65%) GCP
8 222 (2.06%) Microsoft 365
9 217 (2.01%) GitHub
10 204 (1.89%) Snowflake
11 184 (1.71%) Adobe Analytics
12 179 (1.66%) Azure DevOps
13 150 (1.39%) Microsoft Copilot
14 134 (1.24%) Serverless
15 129 (1.20%) Azure Synapse Analytics
16 126 (1.17%) Figma
17 117 (1.08%) Azure Machine Learning
18 113 (1.05%) Entra ID
19 103 (0.95%) GitHub Copilot
20 99 (0.92%) Power Automate
Communications & Networking
1 4,045 (37.50%) Internet
2 288 (2.67%) Broadband
3 65 (0.60%) Firewall
4 41 (0.38%) Network Security
5 30 (0.28%) VPN
6 27 (0.25%) HTTP
7 26 (0.24%) Unified Communications
8 23 (0.21%) 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 (0.083%) Intranet
15 8 (0.074%) SD-WAN
15 8 (0.074%) Telepresence
15 8 (0.074%) WebEx
16 6 (0.056%) OSPF
16 6 (0.056%) Wi-Fi
Database & Business Intelligence
1 1,415 (13.12%) Power BI
2 1,301 (12.06%) Tableau
3 181 (1.68%) Data Warehouse
4 155 (1.44%) SQL Server
5 145 (1.34%) Data Lake
6 103 (0.95%) PostgreSQL
7 96 (0.89%) MongoDB
8 94 (0.87%) Metadata
9 80 (0.74%) NoSQL
10 70 (0.65%) BigQuery
11 62 (0.57%) Big Data
11 62 (0.57%) Elasticsearch
12 61 (0.57%) Looker
13 48 (0.44%) Pinecone
14 47 (0.44%) Amazon Redshift
15 40 (0.37%) Azure SQL Database
16 38 (0.35%) MySQL
17 34 (0.32%) Relational Database
18 33 (0.31%) Redis
18 33 (0.31%) Snowflake Schema
Development Applications
1 160 (1.48%) Git
2 96 (0.89%) JIRA
3 81 (0.75%) MLflow
4 67 (0.62%) Jenkins
5 57 (0.53%) Visual Studio Code
6 47 (0.44%) 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 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 (0.093%) Storybook
16 9 (0.083%) Gradle
16 9 (0.083%) Oracle Forms
17 8 (0.074%) Bitbucket
18 7 (0.065%) WebDriver
General
1 6,666 (61.79%) Social Skills
2 4,523 (41.93%) Inclusion and Diversity
3 4,249 (39.39%) Banking
4 1,199 (11.11%) Finance
5 676 (6.27%) Analytical Skills
6 439 (4.07%) Marketing
7 326 (3.02%) Games
8 299 (2.77%) Legal
9 297 (2.75%) Public Sector
10 258 (2.39%) Law
11 243 (2.25%) Retail
12 170 (1.58%) Manufacturing
13 125 (1.16%) Influencing Skills
14 106 (0.98%) Organisational Skills
15 88 (0.82%) Telecoms
16 87 (0.81%) Presentation Skills
17 66 (0.61%) Financial Institution
18 57 (0.53%) Automotive
19 56 (0.52%) Pharmaceutical
20 55 (0.51%) Advertising
Job Titles
1 3,149 (29.19%) Lecturer
2 1,412 (13.09%) Analyst
3 1,206 (11.18%) Data Analyst
4 1,179 (10.93%) Junior
5 1,158 (10.73%) Junior Analyst
6 1,157 (10.72%) Junior Data Analyst
7 899 (8.33%) Senior
8 668 (6.19%) Lead
9 522 (4.84%) Artificial Intelligence Engineer
10 464 (4.30%) Developer
11 440 (4.08%) Architect
12 265 (2.46%) Consultant
13 257 (2.38%) Software Engineer
14 215 (1.99%) Data Engineer
15 181 (1.68%) Solutions Architect
16 143 (1.33%) Python Engineer
17 135 (1.25%) Data Scientist
18 109 (1.01%) Full-Stack Engineer
19 102 (0.95%) Full-Stack Developer
20 98 (0.91%) Senior Manager
Libraries, Frameworks & Software Standards
1 279 (2.59%) React
2 189 (1.75%) .NET
2 189 (1.75%) PyTorch
3 155 (1.44%) REST
4 146 (1.35%) TensorFlow
5 144 (1.33%) Node.js
6 141 (1.31%) LangChain
7 136 (1.26%) HTML
8 133 (1.23%) RESTful
8 133 (1.23%) scikit-learn
9 116 (1.08%) CSS
10 113 (1.05%) Pandas
11 111 (1.03%) Kafka
12 107 (0.99%) FastAPI
13 90 (0.83%) Hugging Face
14 88 (0.82%) Django
15 82 (0.76%) NumPy
16 77 (0.71%) PySpark
17 74 (0.69%) Next.js
18 69 (0.64%) AngularJS
Miscellaneous
1 4,071 (37.74%) IoT
2 356 (3.30%) Cloud Native
3 235 (2.18%) Social Media
4 220 (2.04%) AI Agents
5 205 (1.90%) Onboarding
6 183 (1.70%) Product Ownership
7 163 (1.51%) Algorithms
8 153 (1.42%) Robotics
9 141 (1.31%) Distributed Systems
10 117 (1.08%) Self-Motivation
11 112 (1.04%) Blog
12 101 (0.94%) Low-Code
13 97 (0.90%) Enterprise Software
14 93 (0.86%) Management Information System
15 91 (0.84%) Data Centre
16 86 (0.80%) Public Cloud
17 83 (0.77%) Mobile App
18 72 (0.67%) Life Science
19 69 (0.64%) Virtual Team
20 67 (0.62%) Legacy Systems
Operating Systems
1 92 (0.85%) Windows
2 85 (0.79%) Linux
3 69 (0.64%) Android
4 49 (0.45%) Apple iOS
5 44 (0.41%) Unix
6 31 (0.29%) Windows Server
7 15 (0.14%) Ubuntu
8 11 (0.10%) 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 5,270 (48.85%) Machine Learning
2 4,349 (40.31%) User Experience
3 4,343 (40.26%) Cybersecurity
4 4,070 (37.73%) Web Development
5 1,549 (14.36%) Business Intelligence
6 1,284 (11.90%) Analytics
7 1,047 (9.71%) Agile
8 913 (8.46%) Roadmaps
9 750 (6.95%) CI/CD
10 746 (6.92%) Problem-Solving
11 699 (6.48%) Software Engineering
12 683 (6.33%) Decision-Making
13 626 (5.80%) Continuous Improvement
14 613 (5.68%) LLM
15 606 (5.62%) DevOps
16 595 (5.52%) Generative AI
17 560 (5.19%) Data Science
18 539 (5.00%) Mentoring
19 458 (4.25%) Artificial Intelligence Engineering
20 451 (4.18%) Data Engineering
Programming Languages
1 2,864 (26.55%) Python
2 1,798 (16.67%) SQL
3 269 (2.49%) Java
4 259 (2.40%) JavaScript
5 232 (2.15%) TypeScript
6 192 (1.78%) C#
7 89 (0.82%) C++
8 83 (0.77%) Go
9 68 (0.63%) Bash
9 68 (0.63%) PowerShell
10 58 (0.54%) R
11 37 (0.34%) PHP
12 32 (0.30%) Scala
13 29 (0.27%) Kotlin
13 29 (0.27%) Rust
14 28 (0.26%) Bicep
15 26 (0.24%) C
16 17 (0.16%) Apex Code
17 16 (0.15%) T-SQL
18 15 (0.14%) Data Analysis Expressions
Qualifications
1 4,832 (44.79%) Degree
2 4,213 (39.05%) Master's Degree
3 4,162 (38.58%) PhD
4 4,042 (37.47%) Postgraduate
5 1,545 (14.32%) Azure Certification
6 345 (3.20%) Security Cleared
7 210 (1.95%) SC Cleared
8 154 (1.43%) Computer Science Degree
9 123 (1.14%) AWS Certification
10 102 (0.95%) 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 43 (0.40%) Microsoft Certification
17 38 (0.35%) PMP
18 29 (0.27%) PMI Certification
19 28 (0.26%) Cisco Certification
20 24 (0.22%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 358 (3.32%) Accessibility
2 259 (2.40%) Data Quality
3 173 (1.60%) GDPR
4 166 (1.54%) QA
5 76 (0.70%) WCAG
6 74 (0.69%) ISO/IEC 27001
7 71 (0.66%) GRC
8 45 (0.42%) IFRS
9 44 (0.41%) NIST
10 41 (0.38%) California Consumer Privacy Act
11 29 (0.27%) HIPAA
12 28 (0.26%) EU AI Act
13 25 (0.23%) SLA
14 24 (0.22%) PMO
15 22 (0.20%) GxP
16 21 (0.19%) PCI DSS
17 19 (0.18%) GAAP
18 18 (0.17%) SOC 2
19 17 (0.16%) Cyber Essentials
20 15 (0.14%) Solvency II
System Software
1 286 (2.65%) Docker
2 89 (0.82%) Active Directory
3 87 (0.81%) Virtual Machines
4 18 (0.17%) 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 (0.019%) GPFS
9 2 (0.019%) Hyper-V
9 2 (0.019%) Lustre
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%) RACF
10 1 (0.009%) VMware NSX
Systems Management
1 295 (2.73%) Kubernetes
2 225 (2.09%) Terraform
3 61 (0.57%) Ansible
4 44 (0.41%) Grafana
5 42 (0.39%) Prometheus
6 39 (0.36%) Single Sign-On
7 37 (0.34%) 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 (0.046%) Autotask
12 5 (0.046%) 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
14 3 (0.028%) SCCM
Vendors
1 2,029 (18.81%) Microsoft
2 303 (2.81%) Databricks
3 250 (2.32%) Adobe
4 210 (1.95%) Google
5 155 (1.44%) OpenAI
6 134 (1.24%) Dell
7 122 (1.13%) Salesforce
8 79 (0.73%) Oracle
9 74 (0.69%) Cisco
10 67 (0.62%) SAP
11 62 (0.57%) ServiceNow
12 58 (0.54%) Foundry
13 50 (0.46%) Palantir
14 49 (0.45%) Apple
15 40 (0.37%) HubSpot
16 38 (0.35%) Informatica
17 34 (0.32%) CrowdStrike
18 30 (0.28%) Palo Alto
19 28 (0.26%) Red Hat
20 26 (0.24%) Alteryx