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

6 months to
10 May 2026
Same period 2025 Same period 2024
Rank 6 25 44
Rank change year-on-year +19 +19 +71
Permanent jobs citing AI 10,081 3,323 4,814
As % of all permanent jobs in the UK 11.09% 7.59% 4.99%
As % of the Processes & Methodologies category 14.95% 8.14% 5.85%
Number of salaries quoted 3,315 1,526 2,118
10th Percentile £37,500 £26,750 £40,000
25th Percentile £51,250 £51,938 £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 £112,500 £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 67,438 40,826 82,224
As % of all permanent jobs advertised in the UK 74.22% 93.31% 85.22%
Number of salaries quoted 42,850 22,742 59,687
10th Percentile £30,000 £30,250 £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 £102,491 £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 10 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 10 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 9,290 £70,000 -3.45% 3,330
UK excluding London +22 7,062 £60,000 -9.37% 1,758
London +26 2,542 £85,000 -8.11% 1,894
North of England +32 2,449 £67,500 +4.75% 511
Work from Home +8 1,983 £67,500 +1.95% 1,665
North West +52 1,704 £70,000 -3.45% 297
Midlands +17 1,692 £52,500 -12.50% 222
South East +20 1,357 £60,000 -14.29% 572
West Midlands +18 1,340 £52,500 -8.70% 136
East of England +37 714 £59,450 -10.23% 151
Yorkshire +14 609 £67,500 +50.00% 139
South West +6 448 £60,000 +4.45% 187
East Midlands +20 363 £55,000 -12.00% 85
Scotland +11 232 £70,000 +55.56% 80
Wales +31 142 £53,585 -16.60% 41
North East +11 136 £59,000 +2.61% 76
Northern Ireland +12 67 £90,000 -10.00% 21
Channel Islands +2 5 - - 1

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 (1.18%) Apache Airflow
2 112 (1.11%) SharePoint
3 106 (1.05%) Apache Spark
4 73 (0.72%) CMS
5 67 (0.66%) Confluence
6 65 (0.64%) Jupyter
7 44 (0.44%) Apache
8 30 (0.30%) ArcGIS
9 28 (0.28%) Palantir Foundry
9 28 (0.28%) WordPress
10 19 (0.19%) Microsoft Exchange
11 17 (0.17%) Appian
12 16 (0.16%) SAS
13 9 (0.089%) JBoss
13 9 (0.089%) WebSphere
14 8 (0.079%) Oracle SOA Suite
15 5 (0.050%) IIS
16 4 (0.040%) Sitecore CMS
16 4 (0.040%) Umbraco
17 3 (0.030%) Liferay
Applications
1 1,260 (12.50%) Microsoft Excel
2 121 (1.20%) Chatbot
3 87 (0.86%) Microsoft Office
4 56 (0.56%) Microsoft PowerPoint
5 30 (0.30%) UserZoom
6 23 (0.23%) MS Visio
7 22 (0.22%) Spreadsheet
8 7 (0.069%) Maya
9 6 (0.060%) Camtasia
10 5 (0.050%) Adobe Creative Suite
10 5 (0.050%) Adobe Premiere
10 5 (0.050%) Microsoft Project
10 5 (0.050%) Photoshop
10 5 (0.050%) Simulink
10 5 (0.050%) Sketch
11 4 (0.040%) Adobe After Effects
11 4 (0.040%) Adobe Illustrator
11 4 (0.040%) CapCut
12 2 (0.020%) Adobe XD
12 2 (0.020%) Productboard
Business Applications
1 38 (0.38%) Dynamics CRM
2 23 (0.23%) Cloudability
3 22 (0.22%) SAP S/4HANA
4 15 (0.15%) NetSuite
5 10 (0.099%) Workday HCM
6 9 (0.089%) Oracle ERP
7 8 (0.079%) Distributed Ledger
8 7 (0.069%) Salesforce CRM
9 5 (0.050%) Oracle EBS
10 4 (0.040%) Dynamics AX
10 4 (0.040%) Oracle Procure-to-Pay
10 4 (0.040%) Sage 50
10 4 (0.040%) Shopify
10 4 (0.040%) Sparx Enterprise Architect
11 3 (0.030%) SAP FI
12 2 (0.020%) Oracle Assets
12 2 (0.020%) Oracle Payables
12 2 (0.020%) SAP FI/CO
12 2 (0.020%) SAP MDG
12 2 (0.020%) Unit4 Business World
Cloud Services
1 3,301 (32.74%) Cloud Computing
2 2,729 (27.07%) Azure
3 1,673 (16.60%) Azure AI
4 1,574 (15.61%) Power Platform
5 945 (9.37%) AWS
6 494 (4.90%) SaaS
7 408 (4.05%) GCP
8 241 (2.39%) Microsoft 365
9 229 (2.27%) GitHub
10 206 (2.04%) Snowflake
11 199 (1.97%) Azure DevOps
12 183 (1.82%) Adobe Analytics
13 162 (1.61%) Microsoft Copilot
14 143 (1.42%) Serverless
15 128 (1.27%) Azure Synapse Analytics
16 127 (1.26%) Figma
17 116 (1.15%) Azure Machine Learning
18 115 (1.14%) Entra ID
19 112 (1.11%) GitHub Copilot
20 108 (1.07%) Power Automate
Communications & Networking
1 3,206 (31.80%) Internet
2 300 (2.98%) Broadband
3 68 (0.67%) Firewall
4 46 (0.46%) Network Security
5 31 (0.31%) VPN
6 26 (0.26%) HTTP
7 24 (0.24%) DNS
7 24 (0.24%) Unified Communications
8 18 (0.18%) TCP/IP
8 18 (0.18%) WAN
9 15 (0.15%) DHCP
10 10 (0.099%) VLAN
10 10 (0.099%) Wireless
11 9 (0.089%) Intranet
11 9 (0.089%) MQTT
11 9 (0.089%) VoIP
12 8 (0.079%) 5G
12 8 (0.079%) SD-WAN
13 7 (0.069%) DMZ
14 6 (0.060%) WebEx
Database & Business Intelligence
1 1,429 (14.18%) Power BI
2 1,298 (12.88%) Tableau
3 177 (1.76%) Data Warehouse
4 168 (1.67%) SQL Server
5 146 (1.45%) Data Lake
6 133 (1.32%) MongoDB
7 113 (1.12%) PostgreSQL
8 93 (0.92%) Metadata
9 80 (0.79%) NoSQL
10 71 (0.70%) BigQuery
11 66 (0.65%) Azure SQL Database
12 65 (0.64%) Elasticsearch
13 61 (0.61%) Looker
14 60 (0.60%) Big Data
15 48 (0.48%) Pinecone
16 47 (0.47%) Amazon Redshift
17 40 (0.40%) Relational Database
18 39 (0.39%) MySQL
19 36 (0.36%) Redis
20 32 (0.32%) Snowflake Schema
Development Applications
1 176 (1.75%) Git
2 92 (0.91%) JIRA
3 81 (0.80%) MLflow
4 68 (0.67%) Jenkins
5 57 (0.57%) Visual Studio Code
6 52 (0.52%) Claude Code
7 50 (0.50%) GitLab
8 25 (0.25%) IBM UrbanCode
8 25 (0.25%) Selenium
9 22 (0.22%) Snyk
10 19 (0.19%) Cypress.io
11 18 (0.18%) Postman
12 14 (0.14%) SpecFlow
13 13 (0.13%) Vite
14 12 (0.12%) Visual Studio
15 10 (0.099%) Storybook
16 9 (0.089%) Gradle
16 9 (0.089%) JUnit
17 8 (0.079%) Maven
17 8 (0.079%) Oracle Forms
General
1 5,832 (57.85%) Social Skills
2 3,675 (36.45%) Inclusion and Diversity
3 3,388 (33.61%) Banking
4 1,186 (11.76%) Finance
5 664 (6.59%) Analytical Skills
6 430 (4.27%) Marketing
7 341 (3.38%) Games
8 300 (2.98%) Legal
9 283 (2.81%) Public Sector
10 257 (2.55%) Law
11 234 (2.32%) Retail
12 163 (1.62%) Manufacturing
13 128 (1.27%) Influencing Skills
14 110 (1.09%) Organisational Skills
15 79 (0.78%) Telecoms
16 76 (0.75%) Presentation Skills
17 64 (0.63%) Automotive
17 64 (0.63%) Financial Institution
18 59 (0.59%) Advertising
19 45 (0.45%) Investment Banking
Job Titles
1 2,508 (24.88%) Lecturer
2 1,431 (14.20%) Analyst
3 1,208 (11.98%) Data Analyst
4 1,181 (11.72%) Junior
5 1,160 (11.51%) Junior Analyst
6 1,157 (11.48%) Junior Data Analyst
7 928 (9.21%) Senior
8 677 (6.72%) Lead
9 540 (5.36%) Artificial Intelligence Engineer
10 534 (5.30%) Developer
11 460 (4.56%) Architect
12 271 (2.69%) Consultant
12 271 (2.69%) Software Engineer
13 222 (2.20%) Data Engineer
14 187 (1.85%) Solutions Architect
15 146 (1.45%) Python Engineer
16 137 (1.36%) Data Scientist
17 112 (1.11%) Full-Stack Developer
17 112 (1.11%) Full-Stack Engineer
18 99 (0.98%) Python Developer
Libraries, Frameworks & Software Standards
1 309 (3.07%) React
2 242 (2.40%) .NET
3 183 (1.82%) PyTorch
4 165 (1.64%) REST
5 153 (1.52%) RESTful
6 151 (1.50%) HTML
7 147 (1.46%) Node.js
8 146 (1.45%) LangChain
9 140 (1.39%) TensorFlow
10 139 (1.38%) CSS
11 129 (1.28%) scikit-learn
12 114 (1.13%) Kafka
13 110 (1.09%) Pandas
14 109 (1.08%) FastAPI
15 89 (0.88%) Django
16 87 (0.86%) Hugging Face
17 81 (0.80%) NumPy
18 80 (0.79%) PySpark
19 79 (0.78%) AngularJS
20 75 (0.74%) Next.js
Miscellaneous
1 3,228 (32.02%) IoT
2 370 (3.67%) Cloud Native
3 237 (2.35%) Social Media
4 222 (2.20%) AI Agents
5 196 (1.94%) Onboarding
6 187 (1.85%) Product Ownership
7 168 (1.67%) Algorithms
8 158 (1.57%) Distributed Systems
9 143 (1.42%) Robotics
10 112 (1.11%) Low-Code
11 105 (1.04%) Self-Motivation
12 98 (0.97%) Enterprise Software
13 96 (0.95%) Management Information System
14 94 (0.93%) Data Centre
15 89 (0.88%) Mobile App
16 87 (0.86%) Public Cloud
17 85 (0.84%) Blog
18 70 (0.69%) Virtual Team
19 68 (0.67%) Legacy Systems
20 61 (0.61%) Life Science
Operating Systems
1 99 (0.98%) Windows
2 93 (0.92%) Linux
3 71 (0.70%) Android
4 49 (0.49%) Apple iOS
5 40 (0.40%) Unix
6 33 (0.33%) Windows Server
7 15 (0.15%) Ubuntu
8 12 (0.12%) VMS
9 6 (0.060%) Mac OS
10 5 (0.050%) Windows Server 2016
11 4 (0.040%) Robot Operating System
12 1 (0.010%) FreeRTOS
12 1 (0.010%) Kali Linux
12 1 (0.010%) Red Hat Enterprise Linux
12 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 4,477 (44.41%) Machine Learning
2 3,515 (34.87%) User Experience
3 3,514 (34.86%) Cybersecurity
4 3,229 (32.03%) Web Development
5 1,555 (15.43%) Business Intelligence
6 1,288 (12.78%) Analytics
7 1,079 (10.70%) Agile
8 912 (9.05%) Roadmaps
9 797 (7.91%) CI/CD
10 761 (7.55%) Problem-Solving
11 731 (7.25%) Software Engineering
12 671 (6.66%) Decision-Making
13 637 (6.32%) Continuous Improvement
13 637 (6.32%) DevOps
14 629 (6.24%) LLM
15 589 (5.84%) Generative AI
16 557 (5.53%) Mentoring
17 541 (5.37%) Data Science
18 459 (4.55%) Artificial Intelligence Engineering
19 451 (4.47%) Data Engineering
Programming Languages
1 2,917 (28.94%) Python
2 1,843 (18.28%) SQL
3 300 (2.98%) JavaScript
4 280 (2.78%) Java
5 244 (2.42%) TypeScript
6 243 (2.41%) C#
7 94 (0.93%) C++
8 89 (0.88%) Go
9 74 (0.73%) Bash
9 74 (0.73%) PowerShell
10 59 (0.59%) R
11 36 (0.36%) PHP
12 35 (0.35%) C
13 32 (0.32%) Bicep
14 30 (0.30%) Rust
14 30 (0.30%) Scala
15 29 (0.29%) Kotlin
16 18 (0.18%) Data Analysis Expressions
17 16 (0.16%) T-SQL
18 15 (0.15%) Apex Code
Qualifications
1 3,954 (39.22%) Degree
2 3,355 (33.28%) Master's Degree
3 3,311 (32.84%) PhD
4 3,199 (31.73%) Postgraduate
5 1,546 (15.34%) Azure Certification
6 360 (3.57%) Security Cleared
7 215 (2.13%) SC Cleared
8 149 (1.48%) Computer Science Degree
9 128 (1.27%) AWS Certification
10 110 (1.09%) DV Cleared
11 85 (0.84%) DBS Check
12 81 (0.80%) ACCA
13 58 (0.58%) CIMA
14 56 (0.56%) AWS Certified Cloud Practitioner
15 49 (0.49%) CISSP
16 44 (0.44%) Microsoft Certification
17 30 (0.30%) AWS Certified Solutions Architect
18 29 (0.29%) PMP
19 28 (0.28%) Cisco Certification
19 28 (0.28%) PMI Certification
Quality Assurance & Compliance
1 366 (3.63%) Accessibility
2 272 (2.70%) Data Quality
3 180 (1.79%) QA
4 168 (1.67%) GDPR
5 80 (0.79%) GRC
6 79 (0.78%) ISO/IEC 27001
7 75 (0.74%) WCAG
8 49 (0.49%) NIST
9 44 (0.44%) IFRS
10 43 (0.43%) California Consumer Privacy Act
11 29 (0.29%) SLA
12 25 (0.25%) PMO
13 22 (0.22%) PCI DSS
14 21 (0.21%) HIPAA
15 20 (0.20%) EU AI Act
16 19 (0.19%) Cyber Essentials
17 18 (0.18%) SOC 2
18 17 (0.17%) GAAP
18 17 (0.17%) GxP
19 15 (0.15%) ISO/IEC 42001
System Software
1 313 (3.10%) Docker
2 93 (0.92%) Virtual Machines
3 89 (0.88%) Active Directory
4 23 (0.23%) Firmware
5 11 (0.11%) VMware Infrastructure
6 9 (0.089%) vSphere
7 4 (0.040%) Embedded Firmware
7 4 (0.040%) IAG
8 3 (0.030%) Kamailio
8 3 (0.030%) Virtual Desktop
9 2 (0.020%) GPFS
9 2 (0.020%) Hyper-V
9 2 (0.020%) Lustre
9 2 (0.020%) Slurm Workload Manager
9 2 (0.020%) VMware ESXi
10 1 (0.010%) Apache Flume
10 1 (0.010%) VMware NSX
Systems Management
1 323 (3.20%) Kubernetes
2 240 (2.38%) Terraform
3 63 (0.62%) Ansible
4 45 (0.45%) Grafana
5 42 (0.42%) Prometheus
6 40 (0.40%) Microsoft Intune
7 36 (0.36%) Single Sign-On
8 11 (0.11%) Argo
9 10 (0.099%) Kubeflow
10 8 (0.079%) Proxmox
11 6 (0.060%) Cisco CUCM
11 6 (0.060%) vCenter Server
12 5 (0.050%) Autotask
12 5 (0.050%) Functional Safety
12 5 (0.050%) Podman
12 5 (0.050%) Puppet
13 4 (0.040%) Active Directory Federation Services
13 4 (0.040%) SolarWinds Orion
14 3 (0.030%) RSA Archer
14 3 (0.030%) SCCM
Vendors
1 2,093 (20.76%) Microsoft
2 305 (3.03%) Databricks
3 258 (2.56%) Adobe
4 202 (2.00%) Google
5 162 (1.61%) OpenAI
6 134 (1.33%) Dell
7 119 (1.18%) Salesforce
8 82 (0.81%) Oracle
9 73 (0.72%) Cisco
10 72 (0.71%) ServiceNow
11 64 (0.63%) SAP
12 60 (0.60%) Foundry
13 59 (0.59%) Apple
14 50 (0.50%) Palantir
15 46 (0.46%) HubSpot
16 39 (0.39%) CrowdStrike
16 39 (0.39%) Informatica
17 34 (0.34%) Palo Alto
18 28 (0.28%) Red Hat
19 26 (0.26%) Tenable