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

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 6 20 45
Rank change year-on-year +14 +25 +69
Permanent jobs citing AI 9,432 3,885 4,806
As % of all permanent jobs in the UK 10.22% 8.85% 4.94%
As % of the Processes & Methodologies category 13.87% 9.48% 5.83%
Number of salaries quoted 3,441 1,402 2,128
10th Percentile £38,505 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £70,000
Median % change year-on-year - - -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,500 £118,625 £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 67,989 40,970 82,440
As % of all permanent jobs advertised in the UK 73.70% 93.29% 84.80%
Number of salaries quoted 43,964 22,120 59,644
10th Percentile £30,000 £30,000 £29,000
25th Percentile £40,750 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £58,033 £55,000
Median % change year-on-year +3.39% +5.51% -10.10%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,500 £51,887 £50,000
% change year-on-year +1.18% +3.77% -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 21 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 21 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 +14 8,667 £70,000 - 4,350
UK excluding London +12 6,519 £62,000 -4.62% 2,904
London +20 2,437 £85,000 -8.11% 2,114
North of England +27 2,211 £67,500 +17.39% 796
Work from Home +2 2,019 £67,500 +1.95% 2,535
Midlands +6 1,697 £52,500 -8.70% 387
North West +51 1,475 £72,500 +3.57% 423
West Midlands +7 1,365 £52,500 -8.70% 222
South East +6 1,183 £60,000 -7.69% 840
East of England +33 604 £59,725 -9.81% 263
Yorkshire +6 590 £65,000 +85.71% 246
South West +3 445 £60,000 - 280
East Midlands -9 343 £52,500 -8.70% 165
Scotland +10 219 £70,000 +55.56% 219
North East +8 146 £63,076 +26.78% 129
Wales +28 133 £53,171 -22.38% 76
Northern Ireland +13 62 £87,500 - 82
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
1 116 (1.23%) Apache Airflow
2 114 (1.21%) SharePoint
3 106 (1.12%) Apache Spark
4 72 (0.76%) CMS
5 68 (0.72%) Confluence
6 65 (0.69%) Jupyter
7 45 (0.48%) Apache
8 30 (0.32%) ArcGIS
8 30 (0.32%) WordPress
9 29 (0.31%) Palantir Foundry
10 22 (0.23%) Microsoft Exchange
11 15 (0.16%) SAS
12 12 (0.13%) Appian
13 8 (0.085%) Oracle SOA Suite
14 7 (0.074%) JBoss
14 7 (0.074%) WebSphere
15 6 (0.064%) IIS
16 5 (0.053%) Sitecore CMS
17 3 (0.032%) Camunda
17 3 (0.032%) Liferay
Applications
1 1,202 (12.74%) Microsoft Excel
2 106 (1.12%) Chatbot
3 88 (0.93%) Microsoft Office
4 59 (0.63%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.24%) MS Visio
6 23 (0.24%) Spreadsheet
7 8 (0.085%) Adobe Creative Suite
7 8 (0.085%) Photoshop
8 7 (0.074%) Adobe After Effects
8 7 (0.074%) Adobe Illustrator
8 7 (0.074%) Maya
8 7 (0.074%) Simulink
9 6 (0.064%) Camtasia
9 6 (0.064%) Sketch
10 5 (0.053%) Adobe Premiere
10 5 (0.053%) Microsoft Project
11 4 (0.042%) CapCut
12 3 (0.032%) Adobe XD
12 3 (0.032%) Productboard
Business Applications
1 39 (0.41%) Dynamics CRM
2 24 (0.25%) Cloudability
3 21 (0.22%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 10 (0.11%) Oracle ERP
6 8 (0.085%) Distributed Ledger
6 8 (0.085%) Salesforce CRM
7 7 (0.074%) Oracle EBS
8 6 (0.064%) Sage 50
8 6 (0.064%) Workday HCM
9 4 (0.042%) Dynamics AX
9 4 (0.042%) Oracle Procure-to-Pay
10 3 (0.032%) Dynamics GP
10 3 (0.032%) Shopify
10 3 (0.032%) Sparx Enterprise Architect
11 2 (0.021%) Dynamics NAV
11 2 (0.021%) Oracle Assets
11 2 (0.021%) Oracle Payables
11 2 (0.021%) SAP MDG
11 2 (0.021%) Unit4 Business World
Cloud Services
1 2,724 (28.88%) Azure
2 2,553 (27.07%) Cloud Computing
3 1,633 (17.31%) Azure AI
4 1,530 (16.22%) Power Platform
5 997 (10.57%) AWS
6 493 (5.23%) SaaS
7 413 (4.38%) GCP
8 265 (2.81%) Microsoft 365
9 228 (2.42%) GitHub
10 209 (2.22%) Azure DevOps
11 205 (2.17%) Snowflake
12 183 (1.94%) Adobe Analytics
13 172 (1.82%) Microsoft Copilot
14 154 (1.63%) Serverless
15 134 (1.42%) Figma
16 126 (1.34%) Azure Synapse Analytics
17 121 (1.28%) Entra ID
18 114 (1.21%) Azure Machine Learning
19 112 (1.19%) GitHub Copilot
20 110 (1.17%) Anthropic Claude
Communications & Networking
1 2,465 (26.13%) Internet
2 310 (3.29%) Broadband
3 73 (0.77%) Firewall
4 50 (0.53%) Network Security
5 37 (0.39%) VPN
6 31 (0.33%) DNS
7 24 (0.25%) HTTP
7 24 (0.25%) TCP/IP
8 23 (0.24%) Unified Communications
9 19 (0.20%) DHCP
10 18 (0.19%) WAN
11 16 (0.17%) VLAN
12 12 (0.13%) BGP
12 12 (0.13%) MQTT
12 12 (0.13%) OSPF
13 10 (0.11%) Wireless
14 9 (0.095%) VoIP
15 8 (0.085%) 5G
15 8 (0.085%) SD-WAN
15 8 (0.085%) Wi-Fi
Database & Business Intelligence
1 1,373 (14.56%) Power BI
2 1,248 (13.23%) Tableau
3 180 (1.91%) SQL Server
4 172 (1.82%) Data Warehouse
5 143 (1.52%) MongoDB
6 140 (1.48%) Data Lake
7 114 (1.21%) PostgreSQL
8 96 (1.02%) Metadata
9 77 (0.82%) BigQuery
9 77 (0.82%) NoSQL
10 76 (0.81%) Azure SQL Database
11 69 (0.73%) Elasticsearch
12 66 (0.70%) Big Data
13 62 (0.66%) Looker
14 46 (0.49%) Amazon Redshift
15 45 (0.48%) MySQL
16 44 (0.47%) Relational Database
17 42 (0.45%) Pinecone
18 36 (0.38%) Redis
19 31 (0.33%) GIS
Development Applications
1 180 (1.91%) Git
2 92 (0.98%) JIRA
3 81 (0.86%) MLflow
4 70 (0.74%) Jenkins
5 61 (0.65%) Claude Code
6 59 (0.63%) Visual Studio Code
7 54 (0.57%) GitLab
8 27 (0.29%) Selenium
9 25 (0.27%) IBM UrbanCode
9 25 (0.27%) Snyk
10 20 (0.21%) Cypress.io
11 19 (0.20%) Postman
12 14 (0.15%) JUnit
12 14 (0.15%) SpecFlow
13 13 (0.14%) Maven
14 12 (0.13%) Visual Studio
15 11 (0.12%) Vite
16 10 (0.11%) Storybook
17 9 (0.095%) Gradle
18 7 (0.074%) TeamCity
General
1 5,059 (53.64%) Social Skills
2 2,934 (31.11%) Inclusion and Diversity
3 2,637 (27.96%) Banking
4 1,214 (12.87%) Finance
5 646 (6.85%) Analytical Skills
6 437 (4.63%) Marketing
7 343 (3.64%) Games
8 314 (3.33%) Legal
9 288 (3.05%) Public Sector
10 275 (2.92%) Law
11 243 (2.58%) Retail
12 159 (1.69%) Manufacturing
13 132 (1.40%) Influencing Skills
14 117 (1.24%) Organisational Skills
15 75 (0.80%) Presentation Skills
16 73 (0.77%) Telecoms
17 68 (0.72%) Financial Institution
18 66 (0.70%) Automotive
19 64 (0.68%) Advertising
20 47 (0.50%) Investment Banking
Job Titles
1 1,867 (19.79%) Lecturer
2 1,385 (14.68%) Analyst
3 1,153 (12.22%) Data Analyst
4 1,127 (11.95%) Junior
5 1,105 (11.72%) Junior Analyst
6 1,102 (11.68%) Junior Data Analyst
7 966 (10.24%) Senior
8 693 (7.35%) Lead
9 562 (5.96%) Developer
10 561 (5.95%) Artificial Intelligence Engineer
11 489 (5.18%) Architect
12 288 (3.05%) Software Engineer
13 268 (2.84%) Consultant
14 237 (2.51%) Data Engineer
15 197 (2.09%) Solutions Architect
16 152 (1.61%) Python Engineer
17 151 (1.60%) Data Scientist
18 118 (1.25%) Full-Stack Developer
19 114 (1.21%) Full-Stack Engineer
20 102 (1.08%) Engineering Manager
Libraries, Frameworks & Software Standards
1 329 (3.49%) React
2 272 (2.88%) .NET
3 178 (1.89%) PyTorch
4 169 (1.79%) REST
5 156 (1.65%) HTML
6 152 (1.61%) CSS
6 152 (1.61%) Node.js
7 151 (1.60%) LangChain
7 151 (1.60%) RESTful
8 134 (1.42%) TensorFlow
9 124 (1.31%) scikit-learn
10 122 (1.29%) Kafka
11 105 (1.11%) Pandas
12 103 (1.09%) FastAPI
13 89 (0.94%) AngularJS
14 83 (0.88%) Django
14 83 (0.88%) Hugging Face
15 81 (0.86%) PySpark
16 79 (0.84%) NumPy
17 77 (0.82%) Spring
Miscellaneous
1 2,487 (26.37%) IoT
2 377 (4.00%) Cloud Native
3 245 (2.60%) Social Media
4 231 (2.45%) AI Agents
5 202 (2.14%) Product Ownership
6 189 (2.00%) Onboarding
7 175 (1.86%) Algorithms
8 164 (1.74%) Distributed Systems
9 141 (1.49%) Robotics
10 111 (1.18%) Low-Code
11 107 (1.13%) Self-Motivation
12 102 (1.08%) Management Information System
13 98 (1.04%) Enterprise Software
14 94 (1.00%) Data Centre
15 92 (0.98%) Mobile App
16 83 (0.88%) Public Cloud
17 74 (0.78%) Legacy Systems
18 71 (0.75%) Virtual Team
19 70 (0.74%) Blog
20 58 (0.61%) Life Science
Operating Systems
1 109 (1.16%) Windows
2 98 (1.04%) Linux
3 71 (0.75%) Android
4 51 (0.54%) Apple iOS
5 38 (0.40%) Windows Server
6 34 (0.36%) Unix
7 14 (0.15%) Ubuntu
8 13 (0.14%) VMS
9 10 (0.11%) Mac OS
10 5 (0.053%) Windows Server 2016
11 4 (0.042%) Robot Operating System
12 1 (0.011%) FreeRTOS
12 1 (0.011%) Kali Linux
12 1 (0.011%) Red Hat Enterprise Linux
12 1 (0.011%) Windows Server 2019
Processes & Methodologies
1 3,766 (39.93%) Machine Learning
2 2,789 (29.57%) Cybersecurity
3 2,778 (29.45%) User Experience
4 2,484 (26.34%) Web Development
5 1,496 (15.86%) Business Intelligence
6 1,310 (13.89%) Analytics
7 1,119 (11.86%) Agile
8 932 (9.88%) Roadmaps
9 836 (8.86%) CI/CD
10 787 (8.34%) Problem-Solving
11 771 (8.17%) Software Engineering
12 698 (7.40%) Decision-Making
13 667 (7.07%) Continuous Improvement
14 651 (6.90%) LLM
15 648 (6.87%) DevOps
16 590 (6.26%) Mentoring
17 585 (6.20%) Generative AI
18 551 (5.84%) Data Science
19 465 (4.93%) Artificial Intelligence Engineering
19 465 (4.93%) Full-Stack Development
Programming Languages
1 2,900 (30.75%) Python
2 1,804 (19.13%) SQL
3 326 (3.46%) JavaScript
4 286 (3.03%) Java
5 278 (2.95%) C#
6 258 (2.74%) TypeScript
7 98 (1.04%) C++
8 90 (0.95%) PowerShell
9 80 (0.85%) Go
10 74 (0.78%) Bash
11 57 (0.60%) R
12 41 (0.43%) C
13 40 (0.42%) PHP
14 35 (0.37%) Bicep
15 32 (0.34%) Scala
16 30 (0.32%) Kotlin
17 29 (0.31%) Rust
18 20 (0.21%) Data Analysis Expressions
19 15 (0.16%) T-SQL
20 14 (0.15%) Swift
Qualifications
1 3,170 (33.61%) Degree
2 2,587 (27.43%) Master's Degree
3 2,551 (27.05%) PhD
4 2,458 (26.06%) Postgraduate
5 1,495 (15.85%) Azure Certification
6 359 (3.81%) Security Cleared
7 210 (2.23%) SC Cleared
8 146 (1.55%) Computer Science Degree
9 128 (1.36%) AWS Certification
10 115 (1.22%) DV Cleared
11 81 (0.86%) DBS Check
12 79 (0.84%) ACCA
13 59 (0.63%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 49 (0.52%) CISSP
16 45 (0.48%) Microsoft Certification
17 31 (0.33%) Cisco Certification
18 29 (0.31%) AWS Certified Solutions Architect
19 26 (0.28%) PMI Certification
20 24 (0.25%) PMP
Quality Assurance & Compliance
1 372 (3.94%) Accessibility
2 278 (2.95%) Data Quality
3 187 (1.98%) QA
4 176 (1.87%) GDPR
5 85 (0.90%) GRC
5 85 (0.90%) ISO/IEC 27001
6 76 (0.81%) WCAG
7 56 (0.59%) NIST
8 49 (0.52%) California Consumer Privacy Act
9 38 (0.40%) IFRS
10 37 (0.39%) SLA
11 27 (0.29%) PMO
12 23 (0.24%) Cyber Essentials
13 21 (0.22%) EU AI Act
13 21 (0.22%) HIPAA
13 21 (0.22%) PCI DSS
14 18 (0.19%) SOC 2
15 17 (0.18%) GxP
16 14 (0.15%) Actionable Recommendations
16 14 (0.15%) ISO/IEC 42001
System Software
1 326 (3.46%) Docker
2 96 (1.02%) Virtual Machines
3 90 (0.95%) Active Directory
4 28 (0.30%) Firmware
5 12 (0.13%) VMware Infrastructure
6 8 (0.085%) vSphere
7 7 (0.074%) Embedded Firmware
8 5 (0.053%) IAG
9 3 (0.032%) Kamailio
9 3 (0.032%) Virtual Desktop
10 2 (0.021%) Hyper-V
11 1 (0.011%) Apache Flume
11 1 (0.011%) VMware NSX
Systems Management
1 329 (3.49%) Kubernetes
2 250 (2.65%) Terraform
3 62 (0.66%) Ansible
4 52 (0.55%) Grafana
5 48 (0.51%) Prometheus
6 43 (0.46%) Microsoft Intune
7 30 (0.32%) Single Sign-On
8 12 (0.13%) Argo
9 11 (0.12%) Kubeflow
10 8 (0.085%) Proxmox
11 7 (0.074%) Nagios
11 7 (0.074%) Podman
11 7 (0.074%) Puppet
12 6 (0.064%) Cisco CUCM
13 5 (0.053%) Autotask
13 5 (0.053%) Functional Safety
14 4 (0.042%) Active Directory Federation Services
14 4 (0.042%) SolarWinds Orion
14 4 (0.042%) vCenter Server
15 3 (0.032%) RSA Archer
Vendors
1 2,090 (22.16%) Microsoft
2 305 (3.23%) Databricks
3 264 (2.80%) Adobe
4 205 (2.17%) Google
5 168 (1.78%) OpenAI
6 133 (1.41%) Dell
7 121 (1.28%) Salesforce
8 89 (0.94%) Oracle
9 80 (0.85%) ServiceNow
10 75 (0.80%) Cisco
11 64 (0.68%) Foundry
12 62 (0.66%) Apple
12 62 (0.66%) SAP
13 49 (0.52%) HubSpot
14 48 (0.51%) Palantir
15 42 (0.45%) CrowdStrike
16 39 (0.41%) Informatica
17 36 (0.38%) Palo Alto
18 31 (0.33%) Tenable
19 26 (0.28%) Red Hat