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

6 months to
28 May 2026
Same period 2025 Same period 2024
Rank 6 18 45
Rank change year-on-year +12 +27 +69
Permanent jobs citing AI 9,552 3,982 4,825
As % of all permanent jobs in the UK 10.25% 9.32% 4.85%
As % of the Processes & Methodologies category 13.86% 10.00% 5.78%
Number of salaries quoted 3,598 1,334 2,148
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £49,338 £50,000
Median annual salary (50th Percentile) £70,000 £66,425 £70,000
Median % change year-on-year +5.38% -5.11% -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £62,000 £65,000 £60,000
% change year-on-year -4.62% +8.33% -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 68,898 39,816 83,478
As % of all permanent jobs advertised in the UK 73.92% 93.23% 83.93%
Number of salaries quoted 44,884 20,923 60,289
10th Percentile £30,000 £29,750 £29,250
25th Percentile £40,750 £41,000 £39,885
Median annual salary (50th Percentile) £60,000 £58,033 £55,000
Median % change year-on-year +3.39% +5.51% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £101,250 £92,500
UK excluding London median annual salary £52,500 £51,324 £50,000
% change year-on-year +2.29% +2.65% -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 28 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 28 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 +12 8,804 £70,000 - 3,780
UK excluding London +9 6,592 £62,000 -4.62% 1,966
London +19 2,486 £85,000 -6.59% 2,255
North of England +25 2,263 £67,500 +22.73% 557
Work from Home +1 2,111 £67,750 +2.33% 1,773
Midlands +4 1,705 £52,500 -8.70% 231
North West +42 1,510 £70,000 +5.66% 351
West Midlands +7 1,366 £52,500 -8.70% 143
South East +6 1,198 £60,000 - 599
East of England +29 603 £60,000 -9.39% 162
Yorkshire +1 593 £65,000 +85.71% 132
South West +2 457 £60,000 +4.45% 224
East Midlands -9 350 £52,500 -8.70% 86
Scotland +5 211 £70,000 +55.56% 123
North East +5 160 £61,538 +29.55% 77
Wales +27 133 £53,171 -22.94% 40
Northern Ireland +14 57 £75,000 - 58
Channel Islands +1 2 - -

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 (1.26%) SharePoint
2 116 (1.21%) Apache Airflow
3 104 (1.09%) Apache Spark
4 72 (0.75%) CMS
5 71 (0.74%) Confluence
6 66 (0.69%) Jupyter
7 48 (0.50%) Apache
8 34 (0.36%) WordPress
9 30 (0.31%) ArcGIS
10 28 (0.29%) Palantir Foundry
11 27 (0.28%) Microsoft Exchange
12 16 (0.17%) SAS
13 10 (0.10%) Appian
14 7 (0.073%) IIS
14 7 (0.073%) Oracle SOA Suite
15 6 (0.063%) Sitecore CMS
16 4 (0.042%) Camunda
16 4 (0.042%) Headless CMS
16 4 (0.042%) JBoss
16 4 (0.042%) WebSphere
Applications
1 1,152 (12.06%) Microsoft Excel
2 110 (1.15%) Chatbot
3 85 (0.89%) Microsoft Office
4 63 (0.66%) Microsoft PowerPoint
5 37 (0.39%) UserZoom
6 23 (0.24%) MS Visio
6 23 (0.24%) Spreadsheet
7 10 (0.10%) Adobe Creative Suite
7 10 (0.10%) Photoshop
8 9 (0.094%) Adobe After Effects
8 9 (0.094%) Adobe Illustrator
9 8 (0.084%) Simulink
10 6 (0.063%) Camtasia
10 6 (0.063%) Microsoft Project
10 6 (0.063%) Sketch
11 5 (0.052%) Adobe Premiere
11 5 (0.052%) InDesign
12 4 (0.042%) CapCut
13 3 (0.031%) Notion
13 3 (0.031%) Productboard
Business Applications
1 38 (0.40%) Dynamics CRM
2 24 (0.25%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 10 (0.10%) Oracle ERP
6 8 (0.084%) Distributed Ledger
6 8 (0.084%) Oracle EBS
6 8 (0.084%) Sage 50
6 8 (0.084%) Salesforce CRM
7 4 (0.042%) Dynamics AX
7 4 (0.042%) Oracle Procure-to-Pay
7 4 (0.042%) Workday HCM
8 3 (0.031%) Dynamics GP
8 3 (0.031%) Shopify
8 3 (0.031%) Sparx Enterprise Architect
9 2 (0.021%) Dynamics NAV
9 2 (0.021%) Oracle Assets
9 2 (0.021%) Oracle Payables
9 2 (0.021%) Relativity
9 2 (0.021%) SAP MDG
Cloud Services
1 2,726 (28.54%) Azure
2 2,550 (26.70%) Cloud Computing
3 1,590 (16.65%) Azure AI
4 1,490 (15.60%) Power Platform
5 1,044 (10.93%) AWS
6 515 (5.39%) SaaS
7 434 (4.54%) GCP
8 278 (2.91%) Microsoft 365
9 243 (2.54%) GitHub
10 215 (2.25%) Azure DevOps
11 208 (2.18%) Snowflake
12 191 (2.00%) Adobe Analytics
13 182 (1.91%) Microsoft Copilot
14 163 (1.71%) Serverless
15 138 (1.44%) Figma
16 129 (1.35%) Anthropic Claude
17 124 (1.30%) Azure Synapse Analytics
18 123 (1.29%) Entra ID
19 120 (1.26%) GitHub Copilot
20 117 (1.22%) Azure Machine Learning
Communications & Networking
1 2,465 (25.81%) Internet
2 322 (3.37%) Broadband
3 76 (0.80%) Firewall
4 52 (0.54%) Network Security
5 39 (0.41%) VPN
6 34 (0.36%) DNS
7 25 (0.26%) TCP/IP
7 25 (0.26%) Unified Communications
8 23 (0.24%) HTTP
9 19 (0.20%) DHCP
9 19 (0.20%) VLAN
9 19 (0.20%) WAN
10 13 (0.14%) BGP
10 13 (0.14%) MQTT
10 13 (0.14%) OSPF
11 12 (0.13%) VoIP
12 10 (0.10%) Wi-Fi
12 10 (0.10%) Wireless
13 8 (0.084%) 5G
13 8 (0.084%) SD-WAN
Database & Business Intelligence
1 1,330 (13.92%) Power BI
2 1,192 (12.48%) Tableau
3 191 (2.00%) SQL Server
4 179 (1.87%) Data Warehouse
5 155 (1.62%) MongoDB
6 145 (1.52%) Data Lake
7 121 (1.27%) PostgreSQL
8 97 (1.02%) Metadata
9 85 (0.89%) Azure SQL Database
10 83 (0.87%) NoSQL
11 80 (0.84%) Big Data
12 79 (0.83%) BigQuery
13 72 (0.75%) Elasticsearch
14 60 (0.63%) Looker
15 53 (0.55%) Relational Database
16 51 (0.53%) MySQL
17 45 (0.47%) Amazon Redshift
17 45 (0.47%) Pinecone
18 37 (0.39%) Redis
19 32 (0.34%) Snowflake Schema
Development Applications
1 194 (2.03%) Git
2 92 (0.96%) JIRA
3 81 (0.85%) MLflow
4 71 (0.74%) Claude Code
4 71 (0.74%) Jenkins
5 60 (0.63%) Visual Studio Code
6 57 (0.60%) GitLab
7 27 (0.28%) Selenium
8 25 (0.26%) IBM UrbanCode
8 25 (0.26%) Snyk
9 21 (0.22%) Postman
10 17 (0.18%) Cypress.io
11 14 (0.15%) JUnit
12 13 (0.14%) Maven
12 13 (0.14%) SpecFlow
12 13 (0.14%) Visual Studio
13 12 (0.13%) Vite
14 10 (0.10%) Gradle
14 10 (0.10%) Storybook
15 7 (0.073%) TeamCity
General
1 5,041 (52.77%) Social Skills
2 2,921 (30.58%) Inclusion and Diversity
3 2,647 (27.71%) Banking
4 1,246 (13.04%) Finance
5 641 (6.71%) Analytical Skills
6 454 (4.75%) Marketing
7 343 (3.59%) Games
8 320 (3.35%) Legal
9 294 (3.08%) Public Sector
10 271 (2.84%) Law
11 251 (2.63%) Retail
12 154 (1.61%) Manufacturing
13 137 (1.43%) Influencing Skills
14 128 (1.34%) Organisational Skills
15 77 (0.81%) Telecoms
16 75 (0.79%) Presentation Skills
17 73 (0.76%) Advertising
18 71 (0.74%) Financial Institution
19 67 (0.70%) Automotive
20 48 (0.50%) Investment Banking
Job Titles
1 1,867 (19.55%) Lecturer
2 1,331 (13.93%) Analyst
3 1,099 (11.51%) Data Analyst
4 1,073 (11.23%) Junior
5 1,050 (10.99%) Junior Analyst
6 1,047 (10.96%) Junior Data Analyst
7 988 (10.34%) Senior
8 724 (7.58%) Lead
9 603 (6.31%) Developer
10 575 (6.02%) Artificial Intelligence Engineer
11 507 (5.31%) Architect
12 313 (3.28%) Software Engineer
13 271 (2.84%) Consultant
14 255 (2.67%) Data Engineer
15 199 (2.08%) Solutions Architect
16 160 (1.68%) Data Scientist
17 155 (1.62%) Python Engineer
18 121 (1.27%) Full-Stack Developer
19 113 (1.18%) Full-Stack Engineer
20 111 (1.16%) Senior Developer
Libraries, Frameworks & Software Standards
1 354 (3.71%) React
2 291 (3.05%) .NET
3 180 (1.88%) PyTorch
4 176 (1.84%) REST
5 162 (1.70%) CSS
6 161 (1.69%) Node.js
7 160 (1.68%) LangChain
8 158 (1.65%) RESTful
9 153 (1.60%) HTML
10 137 (1.43%) TensorFlow
11 129 (1.35%) Kafka
12 123 (1.29%) scikit-learn
13 108 (1.13%) FastAPI
14 103 (1.08%) Pandas
15 88 (0.92%) AngularJS
15 88 (0.92%) ASP.NET
16 83 (0.87%) Django
17 82 (0.86%) ASP.NET Core
17 82 (0.86%) Hugging Face
17 82 (0.86%) PySpark
Miscellaneous
1 2,487 (26.04%) IoT
2 395 (4.14%) Cloud Native
3 258 (2.70%) Social Media
4 250 (2.62%) AI Agents
5 210 (2.20%) Product Ownership
6 182 (1.91%) Onboarding
7 175 (1.83%) Algorithms
8 173 (1.81%) Distributed Systems
9 141 (1.48%) Robotics
10 111 (1.16%) Management Information System
11 107 (1.12%) Self-Motivation
12 106 (1.11%) Low-Code
13 95 (0.99%) Data Centre
14 93 (0.97%) Enterprise Software
15 92 (0.96%) Mobile App
16 83 (0.87%) Public Cloud
17 76 (0.80%) Legacy Systems
18 72 (0.75%) Virtual Team
19 60 (0.63%) Life Science
20 53 (0.55%) Video\Live Streaming
Operating Systems
1 125 (1.31%) Windows
2 109 (1.14%) Linux
3 71 (0.74%) Android
4 52 (0.54%) Apple iOS
5 43 (0.45%) Windows Server
6 25 (0.26%) Unix
7 14 (0.15%) Ubuntu
8 12 (0.13%) VMS
9 10 (0.10%) Mac OS
10 5 (0.052%) Windows Server 2016
11 4 (0.042%) Robot Operating System
12 1 (0.010%) Alpine Linux
12 1 (0.010%) FreeRTOS
12 1 (0.010%) Kali Linux
12 1 (0.010%) Red Hat Enterprise Linux
12 1 (0.010%) Windows 10
12 1 (0.010%) Windows Server 2019
Processes & Methodologies
1 3,829 (40.09%) Machine Learning
2 2,796 (29.27%) Cybersecurity
3 2,786 (29.17%) User Experience
4 2,484 (26.01%) Web Development
5 1,453 (15.21%) Business Intelligence
6 1,350 (14.13%) Analytics
7 1,150 (12.04%) Agile
8 974 (10.20%) Roadmaps
9 877 (9.18%) CI/CD
10 807 (8.45%) Problem-Solving
11 805 (8.43%) Software Engineering
12 721 (7.55%) Decision-Making
13 684 (7.16%) Continuous Improvement
14 679 (7.11%) LLM
15 673 (7.05%) DevOps
16 614 (6.43%) Mentoring
17 596 (6.24%) Generative AI
18 571 (5.98%) Data Science
19 487 (5.10%) Full-Stack Development
20 472 (4.94%) Artificial Intelligence Engineering
Programming Languages
1 2,905 (30.41%) Python
2 1,801 (18.85%) SQL
3 345 (3.61%) JavaScript
4 307 (3.21%) C#
5 286 (2.99%) Java
6 276 (2.89%) TypeScript
7 107 (1.12%) C++
8 103 (1.08%) PowerShell
9 82 (0.86%) Go
10 80 (0.84%) Bash
11 59 (0.62%) R
12 46 (0.48%) C
13 43 (0.45%) PHP
14 38 (0.40%) Bicep
15 33 (0.35%) Scala
16 31 (0.32%) Kotlin
16 31 (0.32%) Rust
17 23 (0.24%) Data Analysis Expressions
18 18 (0.19%) T-SQL
19 15 (0.16%) Swift
Qualifications
1 3,148 (32.96%) Degree
2 2,586 (27.07%) Master's Degree
3 2,549 (26.69%) PhD
4 2,459 (25.74%) Postgraduate
5 1,443 (15.11%) Azure Certification
6 378 (3.96%) Security Cleared
7 221 (2.31%) SC Cleared
8 145 (1.52%) Computer Science Degree
9 128 (1.34%) AWS Certification
10 120 (1.26%) DV Cleared
11 83 (0.87%) ACCA
12 80 (0.84%) DBS Check
13 61 (0.64%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 51 (0.53%) CISSP
16 47 (0.49%) Microsoft Certification
17 32 (0.34%) Cisco Certification
18 30 (0.31%) AWS Certified Solutions Architect
19 23 (0.24%) CISA
20 22 (0.23%) PMI Certification
Quality Assurance & Compliance
1 384 (4.02%) Accessibility
2 287 (3.00%) Data Quality
3 197 (2.06%) QA
4 182 (1.91%) GDPR
5 91 (0.95%) ISO/IEC 27001
6 86 (0.90%) GRC
7 78 (0.82%) WCAG
8 65 (0.68%) NIST
9 51 (0.53%) California Consumer Privacy Act
10 39 (0.41%) IFRS
10 39 (0.41%) SLA
11 26 (0.27%) PMO
12 25 (0.26%) Cyber Essentials
13 22 (0.23%) EU AI Act
14 21 (0.22%) HIPAA
14 21 (0.22%) PCI DSS
15 18 (0.19%) SOC 2
16 17 (0.18%) Sarbanes-Oxley
17 16 (0.17%) GxP
17 16 (0.17%) ISO/IEC 42001
System Software
1 339 (3.55%) Docker
2 97 (1.02%) Virtual Machines
3 91 (0.95%) Active Directory
4 29 (0.30%) Firmware
5 14 (0.15%) VMware Infrastructure
6 9 (0.094%) Embedded Firmware
7 7 (0.073%) vSphere
8 6 (0.063%) Hyper-V
8 6 (0.063%) IAG
9 5 (0.052%) Virtual Desktop
10 3 (0.031%) Kamailio
11 1 (0.010%) Apache Flume
11 1 (0.010%) VMware NSX
Systems Management
1 345 (3.61%) Kubernetes
2 270 (2.83%) Terraform
3 59 (0.62%) Ansible
4 54 (0.57%) Grafana
5 49 (0.51%) Microsoft Intune
5 49 (0.51%) Prometheus
6 28 (0.29%) Single Sign-On
7 13 (0.14%) Kubeflow
8 12 (0.13%) Argo
9 8 (0.084%) Proxmox
9 8 (0.084%) Puppet
10 7 (0.073%) Nagios
10 7 (0.073%) Podman
11 6 (0.063%) Cisco CUCM
12 5 (0.052%) Autotask
12 5 (0.052%) Functional Safety
13 4 (0.042%) Active Directory Federation Services
13 4 (0.042%) SolarWinds Orion
13 4 (0.042%) vCenter Server
14 3 (0.031%) SCCM
Vendors
1 2,070 (21.67%) Microsoft
2 309 (3.23%) Databricks
3 273 (2.86%) Adobe
4 218 (2.28%) Google
5 178 (1.86%) OpenAI
6 133 (1.39%) Dell
7 123 (1.29%) Salesforce
8 91 (0.95%) Oracle
9 84 (0.88%) ServiceNow
10 78 (0.82%) Cisco
11 64 (0.67%) Apple
12 62 (0.65%) Foundry
12 62 (0.65%) SAP
13 55 (0.58%) HubSpot
14 48 (0.50%) Palantir
15 42 (0.44%) CrowdStrike
16 39 (0.41%) Informatica
17 37 (0.39%) Palo Alto
18 30 (0.31%) Tenable
19 27 (0.28%) VMware