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

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 6 24 44
Rank change year-on-year +18 +20 +73
Permanent jobs citing AI 10,585 3,277 4,789
As % of all permanent jobs in the UK 11.68% 7.55% 4.98%
As % of the Processes & Methodologies category 15.69% 8.08% 5.83%
Number of salaries quoted 3,248 1,512 2,104
10th Percentile £37,500 £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 67,484 40,549 82,082
As % of all permanent jobs advertised in the UK 74.46% 93.37% 85.36%
Number of salaries quoted 42,329 22,500 59,656
10th Percentile £30,000 £30,500 £29,000
25th Percentile £40,000 £42,000 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -10.10%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 8 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 8 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 +19 9,778 £70,000 -3.45% 3,047
UK excluding London +23 7,446 £60,000 -9.37% 1,690
London +26 2,657 £85,000 -8.11% 1,674
North of England +32 2,520 £66,374 +3.91% 475
Work from Home +7 1,962 £67,500 +1.95% 1,436
North West +52 1,770 £70,000 -3.45% 277
Midlands +19 1,688 £52,500 -12.86% 221
South East +21 1,545 £60,000 -14.29% 558
West Midlands +22 1,329 £52,500 -8.70% 131
East of England +35 828 £59,450 -10.23% 147
Yorkshire +15 618 £65,000 +44.44% 119
South West +7 453 £60,000 +4.40% 179
East Midlands +19 370 £55,000 -12.00% 89
Scotland +8 232 £70,000 +55.56% 80
Wales +28 149 £53,171 -17.24% 39
North East +16 132 £59,000 +2.61% 80
Northern Ireland +10 69 £90,000 -10.00% 21
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 (1.11%) Apache Airflow
2 109 (1.03%) SharePoint
3 107 (1.01%) Apache Spark
4 71 (0.67%) CMS
5 68 (0.64%) Confluence
6 65 (0.61%) Jupyter
7 44 (0.42%) Apache
8 30 (0.28%) ArcGIS
9 28 (0.26%) Palantir Foundry
10 27 (0.26%) WordPress
11 19 (0.18%) Microsoft Exchange
12 17 (0.16%) Appian
13 16 (0.15%) SAS
14 9 (0.085%) JBoss
14 9 (0.085%) WebSphere
15 7 (0.066%) Oracle SOA Suite
16 5 (0.047%) IIS
17 4 (0.038%) Umbraco
18 3 (0.028%) Liferay
18 3 (0.028%) Sitecore CMS
Applications
1 1,257 (11.88%) Microsoft Excel
2 121 (1.14%) Chatbot
3 87 (0.82%) Microsoft Office
4 54 (0.51%) Microsoft PowerPoint
5 30 (0.28%) UserZoom
6 23 (0.22%) MS Visio
7 22 (0.21%) Spreadsheet
8 7 (0.066%) Maya
9 6 (0.057%) Camtasia
10 5 (0.047%) Adobe Creative Suite
10 5 (0.047%) Adobe Premiere
10 5 (0.047%) Microsoft Project
10 5 (0.047%) Photoshop
11 4 (0.038%) Adobe After Effects
11 4 (0.038%) Adobe Illustrator
11 4 (0.038%) CapCut
11 4 (0.038%) Simulink
11 4 (0.038%) Sketch
12 2 (0.019%) Notion
12 2 (0.019%) Weka
Business Applications
1 37 (0.35%) Dynamics CRM
2 22 (0.21%) SAP S/4HANA
3 20 (0.19%) Cloudability
4 15 (0.14%) NetSuite
5 10 (0.094%) Workday HCM
6 9 (0.085%) Oracle ERP
7 8 (0.076%) Distributed Ledger
8 7 (0.066%) Salesforce CRM
9 5 (0.047%) Oracle EBS
10 4 (0.038%) Dynamics AX
10 4 (0.038%) Oracle Procure-to-Pay
10 4 (0.038%) Shopify
10 4 (0.038%) Sparx Enterprise Architect
11 3 (0.028%) SAP FI
12 2 (0.019%) Dynamics GP
12 2 (0.019%) SAP CO
12 2 (0.019%) SAP ERP
12 2 (0.019%) SAP FI/CO
12 2 (0.019%) SAP SCM
12 2 (0.019%) Unit4 Business World
Cloud Services
1 3,857 (36.44%) Cloud Computing
2 2,681 (25.33%) Azure
3 1,656 (15.64%) Azure AI
4 1,565 (14.79%) Power Platform
5 928 (8.77%) AWS
6 494 (4.67%) SaaS
7 399 (3.77%) GCP
8 234 (2.21%) Microsoft 365
9 218 (2.06%) GitHub
10 204 (1.93%) Snowflake
11 184 (1.74%) Adobe Analytics
11 184 (1.74%) Azure DevOps
12 158 (1.49%) Microsoft Copilot
13 138 (1.30%) Serverless
14 128 (1.21%) Azure Synapse Analytics
15 127 (1.20%) Figma
16 116 (1.10%) Azure Machine Learning
17 114 (1.08%) Entra ID
18 106 (1.00%) Power Automate
19 103 (0.97%) GitHub Copilot
Communications & Networking
1 3,757 (35.49%) Internet
2 303 (2.86%) Broadband
3 67 (0.63%) Firewall
4 44 (0.42%) Network Security
5 31 (0.29%) VPN
6 26 (0.25%) HTTP
7 24 (0.23%) DNS
7 24 (0.23%) Unified Communications
8 19 (0.18%) WAN
9 18 (0.17%) TCP/IP
10 16 (0.15%) DHCP
11 10 (0.094%) VLAN
11 10 (0.094%) VoIP
11 10 (0.094%) Wireless
12 9 (0.085%) Intranet
13 8 (0.076%) 5G
13 8 (0.076%) MQTT
13 8 (0.076%) SD-WAN
14 6 (0.057%) Telepresence
14 6 (0.057%) WebEx
Database & Business Intelligence
1 1,424 (13.45%) Power BI
2 1,299 (12.27%) Tableau
3 176 (1.66%) Data Warehouse
4 162 (1.53%) SQL Server
5 144 (1.36%) Data Lake
6 117 (1.11%) MongoDB
7 112 (1.06%) PostgreSQL
8 94 (0.89%) Metadata
9 79 (0.75%) NoSQL
10 70 (0.66%) BigQuery
11 64 (0.60%) Elasticsearch
12 61 (0.58%) Big Data
13 60 (0.57%) Looker
14 52 (0.49%) Azure SQL Database
15 48 (0.45%) Pinecone
16 47 (0.44%) Amazon Redshift
17 38 (0.36%) MySQL
18 37 (0.35%) Relational Database
19 34 (0.32%) Redis
20 32 (0.30%) Delta Lake
Development Applications
1 169 (1.60%) Git
2 93 (0.88%) JIRA
3 80 (0.76%) MLflow
4 66 (0.62%) Jenkins
5 57 (0.54%) Visual Studio Code
6 51 (0.48%) Claude Code
7 47 (0.44%) GitLab
8 25 (0.24%) IBM UrbanCode
8 25 (0.24%) Selenium
9 19 (0.18%) Cypress.io
10 18 (0.17%) Snyk
11 17 (0.16%) Postman
12 14 (0.13%) SpecFlow
13 13 (0.12%) Vite
14 12 (0.11%) Visual Studio
15 10 (0.094%) Storybook
16 9 (0.085%) Gradle
17 8 (0.076%) JUnit
17 8 (0.076%) Oracle Forms
18 7 (0.066%) Bitbucket
General
1 6,395 (60.42%) Social Skills
2 4,231 (39.97%) Inclusion and Diversity
3 3,943 (37.25%) Banking
4 1,188 (11.22%) Finance
5 683 (6.45%) Analytical Skills
6 434 (4.10%) Marketing
7 342 (3.23%) Games
8 298 (2.82%) Legal
8 298 (2.82%) Public Sector
9 252 (2.38%) Law
10 231 (2.18%) Retail
11 162 (1.53%) Manufacturing
12 128 (1.21%) Influencing Skills
13 107 (1.01%) Organisational Skills
14 87 (0.82%) Presentation Skills
15 80 (0.76%) Telecoms
16 64 (0.60%) Automotive
17 62 (0.59%) Financial Institution
18 56 (0.53%) Advertising
19 44 (0.42%) Pharmaceutical
Job Titles
1 2,885 (27.26%) Lecturer
2 1,424 (13.45%) Analyst
3 1,208 (11.41%) Data Analyst
4 1,179 (11.14%) Junior
5 1,159 (10.95%) Junior Analyst
6 1,157 (10.93%) Junior Data Analyst
7 913 (8.63%) Senior
8 671 (6.34%) Lead
9 535 (5.05%) Artificial Intelligence Engineer
10 505 (4.77%) Developer
11 461 (4.36%) Architect
12 266 (2.51%) Consultant
13 263 (2.48%) Software Engineer
14 218 (2.06%) Data Engineer
15 194 (1.83%) Solutions Architect
16 145 (1.37%) Python Engineer
17 138 (1.30%) Data Scientist
18 110 (1.04%) Full-Stack Engineer
19 108 (1.02%) Full-Stack Developer
20 99 (0.94%) Python Developer
Libraries, Frameworks & Software Standards
1 292 (2.76%) React
2 214 (2.02%) .NET
3 182 (1.72%) PyTorch
4 157 (1.48%) REST
5 146 (1.38%) RESTful
6 145 (1.37%) HTML
7 144 (1.36%) Node.js
8 141 (1.33%) LangChain
9 139 (1.31%) TensorFlow
10 129 (1.22%) scikit-learn
11 127 (1.20%) CSS
12 112 (1.06%) Kafka
13 110 (1.04%) Pandas
14 108 (1.02%) FastAPI
15 89 (0.84%) Django
16 88 (0.83%) Hugging Face
17 81 (0.77%) NumPy
18 80 (0.76%) PySpark
19 75 (0.71%) Next.js
20 74 (0.70%) AngularJS
Miscellaneous
1 3,781 (35.72%) IoT
2 364 (3.44%) Cloud Native
3 234 (2.21%) Social Media
4 217 (2.05%) AI Agents
5 208 (1.97%) Onboarding
6 185 (1.75%) Product Ownership
7 166 (1.57%) Algorithms
8 154 (1.45%) Distributed Systems
9 143 (1.35%) Robotics
10 119 (1.12%) Self-Motivation
11 113 (1.07%) Low-Code
12 98 (0.93%) Blog
13 96 (0.91%) Enterprise Software
13 96 (0.91%) Management Information System
14 91 (0.86%) Data Centre
15 87 (0.82%) Public Cloud
16 86 (0.81%) Mobile App
17 82 (0.77%) Virtual Team
18 68 (0.64%) Legacy Systems
19 65 (0.61%) Life Science
Operating Systems
1 98 (0.93%) Windows
2 91 (0.86%) Linux
3 69 (0.65%) Android
4 49 (0.46%) Apple iOS
5 44 (0.42%) Unix
6 33 (0.31%) Windows Server
7 15 (0.14%) Ubuntu
8 12 (0.11%) VMS
9 6 (0.057%) Mac OS
10 5 (0.047%) Windows Server 2016
11 4 (0.038%) Robot Operating System
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 5,011 (47.34%) Machine Learning
2 4,066 (38.41%) User Experience
3 4,059 (38.35%) Cybersecurity
4 3,780 (35.71%) Web Development
5 1,551 (14.65%) Business Intelligence
6 1,298 (12.26%) Analytics
7 1,069 (10.10%) Agile
8 914 (8.63%) Roadmaps
9 770 (7.27%) CI/CD
10 769 (7.26%) Problem-Solving
11 718 (6.78%) Software Engineering
12 680 (6.42%) Decision-Making
13 643 (6.07%) Continuous Improvement
14 624 (5.90%) LLM
15 617 (5.83%) DevOps
16 595 (5.62%) Generative AI
17 549 (5.19%) Data Science
18 544 (5.14%) Mentoring
19 459 (4.34%) Artificial Intelligence Engineering
20 450 (4.25%) Data Engineering
Programming Languages
1 2,903 (27.43%) Python
2 1,822 (17.21%) SQL
3 278 (2.63%) JavaScript
4 274 (2.59%) Java
5 238 (2.25%) TypeScript
6 215 (2.03%) C#
7 92 (0.87%) C++
8 89 (0.84%) Go
9 72 (0.68%) PowerShell
10 70 (0.66%) Bash
11 57 (0.54%) R
12 35 (0.33%) PHP
13 32 (0.30%) C
14 31 (0.29%) Scala
15 30 (0.28%) Bicep
16 29 (0.27%) Rust
17 28 (0.26%) Kotlin
18 17 (0.16%) Data Analysis Expressions
19 16 (0.15%) T-SQL
20 15 (0.14%) Apex Code
Qualifications
1 4,528 (42.78%) Degree
2 3,912 (36.96%) Master's Degree
3 3,869 (36.55%) PhD
4 3,752 (35.45%) Postgraduate
5 1,546 (14.61%) Azure Certification
6 353 (3.33%) Security Cleared
7 211 (1.99%) SC Cleared
8 148 (1.40%) Computer Science Degree
9 125 (1.18%) AWS Certification
10 108 (1.02%) DV Cleared
11 86 (0.81%) DBS Check
12 81 (0.77%) ACCA
13 58 (0.55%) CIMA
14 56 (0.53%) AWS Certified Cloud Practitioner
15 50 (0.47%) CISSP
16 44 (0.42%) Microsoft Certification
17 32 (0.30%) PMP
18 29 (0.27%) Cisco Certification
19 28 (0.26%) PMI Certification
20 27 (0.26%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 363 (3.43%) Accessibility
2 267 (2.52%) Data Quality
3 176 (1.66%) QA
4 166 (1.57%) GDPR
5 78 (0.74%) ISO/IEC 27001
6 76 (0.72%) WCAG
7 73 (0.69%) GRC
8 48 (0.45%) NIST
9 44 (0.42%) IFRS
10 43 (0.41%) California Consumer Privacy Act
11 29 (0.27%) SLA
12 25 (0.24%) PMO
13 21 (0.20%) HIPAA
13 21 (0.20%) PCI DSS
14 20 (0.19%) EU AI Act
14 20 (0.19%) GxP
15 18 (0.17%) Cyber Essentials
15 18 (0.17%) SOC 2
16 17 (0.16%) GAAP
17 13 (0.12%) Actionable Recommendations
System Software
1 299 (2.82%) Docker
2 89 (0.84%) Active Directory
3 87 (0.82%) Virtual Machines
4 20 (0.19%) Firmware
5 11 (0.10%) VMware Infrastructure
6 9 (0.085%) vSphere
7 4 (0.038%) IAG
8 3 (0.028%) Embedded Firmware
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%) VMware NSX
Systems Management
1 308 (2.91%) Kubernetes
2 230 (2.17%) Terraform
3 62 (0.59%) Ansible
4 44 (0.42%) Grafana
5 41 (0.39%) Prometheus
6 39 (0.37%) Microsoft Intune
7 36 (0.34%) Single Sign-On
8 11 (0.10%) Argo
9 10 (0.094%) Kubeflow
10 8 (0.076%) Proxmox
11 6 (0.057%) Cisco CUCM
11 6 (0.057%) vCenter Server
12 5 (0.047%) Autotask
12 5 (0.047%) Functional Safety
13 4 (0.038%) Active Directory Federation Services
13 4 (0.038%) Podman
13 4 (0.038%) Puppet
13 4 (0.038%) SolarWinds Orion
14 3 (0.028%) RSA Archer
14 3 (0.028%) SCCM
Vendors
1 2,059 (19.45%) Microsoft
2 304 (2.87%) Databricks
3 255 (2.41%) Adobe
4 201 (1.90%) Google
5 161 (1.52%) OpenAI
6 134 (1.27%) Dell
7 118 (1.11%) Salesforce
8 81 (0.77%) Oracle
9 73 (0.69%) Cisco
10 68 (0.64%) ServiceNow
11 65 (0.61%) SAP
12 60 (0.57%) Foundry
13 54 (0.51%) Apple
14 50 (0.47%) Palantir
15 45 (0.43%) HubSpot
16 39 (0.37%) Informatica
17 34 (0.32%) CrowdStrike
18 30 (0.28%) Palo Alto
19 28 (0.26%) Red Hat
20 25 (0.24%) VMware