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

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 6 18 45
Rank change year-on-year +12 +27 +71
Permanent jobs citing AI 9,506 3,977 4,826
As % of all permanent jobs in the UK 10.22% 9.36% 4.87%
As % of the Processes & Methodologies category 13.83% 10.03% 5.79%
Number of salaries quoted 3,575 1,329 2,145
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £67,037 £70,000
Median % change year-on-year +4.42% -4.23% -6.67%
75th Percentile £95,000 £97,500 £92,500
90th Percentile £111,250 £117,500 £115,000
UK excluding London median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +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 68,715 39,643 83,325
As % of all permanent jobs advertised in the UK 73.91% 93.27% 84.01%
Number of salaries quoted 44,731 20,766 60,219
10th Percentile £30,000 £29,750 £29,250
25th Percentile £40,839 £41,000 £40,000
Median annual salary (50th Percentile) £60,000 £58,375 £55,000
Median % change year-on-year +2.78% +6.14% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £102,410 £92,500
UK excluding London median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% -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 27 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 27 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 8,757 £70,000 - 4,286
UK excluding London +9 6,567 £62,500 -3.85% 2,120
London +19 2,463 £85,000 -8.11% 2,578
North of England +24 2,251 £67,500 +17.39% 630
Work from Home +1 2,088 £68,500 +3.46% 2,147
Midlands +4 1,705 £52,500 -8.70% 238
North West +43 1,503 £70,000 +3.70% 393
West Midlands +7 1,368 £52,500 -8.70% 147
South East +6 1,195 £60,000 - 625
East of England +29 597 £60,000 -9.39% 170
Yorkshire +2 591 £65,000 +85.71% 159
South West +2 453 £60,000 +4.45% 239
East Midlands -9 348 £52,500 -8.70% 89
Scotland +5 210 £70,000 +55.56% 137
North East +8 157 £63,076 +32.79% 81
Wales +27 133 £53,171 -22.94% 42
Northern Ireland +12 58 £75,000 - 67
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 (1.22%) Apache Airflow
3 104 (1.09%) Apache Spark
4 72 (0.76%) CMS
5 70 (0.74%) Confluence
6 66 (0.69%) Jupyter
7 48 (0.50%) Apache
8 33 (0.35%) WordPress
9 30 (0.32%) ArcGIS
10 28 (0.29%) Palantir Foundry
11 26 (0.27%) Microsoft Exchange
12 16 (0.17%) SAS
13 10 (0.11%) Appian
14 7 (0.074%) IIS
14 7 (0.074%) Oracle SOA Suite
15 6 (0.063%) Sitecore CMS
16 5 (0.053%) JBoss
16 5 (0.053%) WebSphere
17 4 (0.042%) Camunda
18 3 (0.032%) Headless CMS
Applications
1 1,151 (12.11%) Microsoft Excel
2 108 (1.14%) Chatbot
3 85 (0.89%) Microsoft Office
4 63 (0.66%) Microsoft PowerPoint
5 30 (0.32%) UserZoom
6 23 (0.24%) MS Visio
6 23 (0.24%) Spreadsheet
7 10 (0.11%) Adobe Creative Suite
7 10 (0.11%) Photoshop
8 9 (0.095%) Adobe After Effects
8 9 (0.095%) 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 (0.053%) Adobe Premiere
11 5 (0.053%) InDesign
12 4 (0.042%) CapCut
13 3 (0.032%) Adobe XD
13 3 (0.032%) Productboard
Business Applications
1 37 (0.39%) Dynamics CRM
2 24 (0.25%) Cloudability
3 20 (0.21%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 10 (0.11%) 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 (0.032%) Dynamics GP
8 3 (0.032%) Shopify
8 3 (0.032%) 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 2,712 (28.53%) Azure
2 2,549 (26.81%) Cloud Computing
3 1,585 (16.67%) Azure AI
4 1,489 (15.66%) Power Platform
5 1,040 (10.94%) AWS
6 507 (5.33%) SaaS
7 435 (4.58%) GCP
8 275 (2.89%) Microsoft 365
9 238 (2.50%) GitHub
10 210 (2.21%) Azure DevOps
11 207 (2.18%) Snowflake
12 184 (1.94%) Adobe Analytics
13 180 (1.89%) Microsoft Copilot
14 160 (1.68%) Serverless
15 138 (1.45%) Figma
16 125 (1.31%) Anthropic Claude
16 125 (1.31%) Entra ID
17 123 (1.29%) Azure Synapse Analytics
18 117 (1.23%) Azure Machine Learning
18 117 (1.23%) GitHub Copilot
Communications & Networking
1 2,464 (25.92%) Internet
2 310 (3.26%) Broadband
3 75 (0.79%) Firewall
4 53 (0.56%) Network Security
5 38 (0.40%) VPN
6 33 (0.35%) DNS
7 25 (0.26%) TCP/IP
8 24 (0.25%) Unified Communications
9 22 (0.23%) HTTP
10 19 (0.20%) DHCP
10 19 (0.20%) WAN
11 18 (0.19%) VLAN
12 13 (0.14%) BGP
12 13 (0.14%) MQTT
12 13 (0.14%) OSPF
13 10 (0.11%) VoIP
13 10 (0.11%) Wireless
14 9 (0.095%) Wi-Fi
15 8 (0.084%) 5G
15 8 (0.084%) SD-WAN
Database & Business Intelligence
1 1,329 (13.98%) Power BI
2 1,193 (12.55%) Tableau
3 189 (1.99%) SQL Server
4 176 (1.85%) Data Warehouse
5 150 (1.58%) MongoDB
6 142 (1.49%) Data Lake
7 120 (1.26%) PostgreSQL
8 93 (0.98%) Metadata
9 81 (0.85%) NoSQL
10 80 (0.84%) Azure SQL Database
11 79 (0.83%) Big Data
12 78 (0.82%) BigQuery
13 70 (0.74%) Elasticsearch
14 60 (0.63%) Looker
15 53 (0.56%) Relational Database
16 47 (0.49%) MySQL
17 45 (0.47%) Amazon Redshift
17 45 (0.47%) Pinecone
18 36 (0.38%) Redis
19 31 (0.33%) Amazon RDS
Development Applications
1 187 (1.97%) Git
2 91 (0.96%) JIRA
3 81 (0.85%) MLflow
4 71 (0.75%) Jenkins
5 68 (0.72%) Claude Code
6 60 (0.63%) Visual Studio Code
7 57 (0.60%) GitLab
8 27 (0.28%) Selenium
9 25 (0.26%) IBM UrbanCode
9 25 (0.26%) Snyk
10 21 (0.22%) Postman
11 19 (0.20%) Cypress.io
12 14 (0.15%) JUnit
13 13 (0.14%) Maven
13 13 (0.14%) SpecFlow
13 13 (0.14%) Visual Studio
14 11 (0.12%) Vite
15 10 (0.11%) Gradle
15 10 (0.11%) Storybook
16 7 (0.074%) TeamCity
General
1 5,031 (52.92%) Social Skills
2 2,926 (30.78%) Inclusion and Diversity
3 2,646 (27.84%) Banking
4 1,246 (13.11%) Finance
5 643 (6.76%) Analytical Skills
6 448 (4.71%) Marketing
7 334 (3.51%) Games
8 317 (3.33%) Legal
9 296 (3.11%) Public Sector
10 267 (2.81%) Law
11 251 (2.64%) Retail
12 157 (1.65%) Manufacturing
13 136 (1.43%) Influencing Skills
14 126 (1.33%) Organisational Skills
15 75 (0.79%) Presentation Skills
15 75 (0.79%) Telecoms
16 72 (0.76%) Advertising
17 71 (0.75%) Financial Institution
18 67 (0.70%) Automotive
19 48 (0.50%) Investment Banking
Job Titles
1 1,867 (19.64%) Lecturer
2 1,332 (14.01%) Analyst
3 1,100 (11.57%) Data Analyst
4 1,072 (11.28%) Junior
5 1,050 (11.05%) Junior Analyst
6 1,047 (11.01%) Junior Data Analyst
7 988 (10.39%) Senior
8 715 (7.52%) Lead
9 591 (6.22%) Developer
10 571 (6.01%) Artificial Intelligence Engineer
11 506 (5.32%) Architect
12 307 (3.23%) Software Engineer
13 271 (2.85%) Consultant
14 252 (2.65%) Data Engineer
15 199 (2.09%) Solutions Architect
16 160 (1.68%) Data Scientist
17 154 (1.62%) Python Engineer
18 122 (1.28%) Full-Stack Developer
19 113 (1.19%) Full-Stack Engineer
20 109 (1.15%) Senior Developer
Libraries, Frameworks & Software Standards
1 345 (3.63%) React
2 285 (3.00%) .NET
3 176 (1.85%) PyTorch
4 171 (1.80%) REST
5 161 (1.69%) CSS
6 158 (1.66%) LangChain
7 157 (1.65%) Node.js
8 154 (1.62%) RESTful
9 151 (1.59%) HTML
10 133 (1.40%) TensorFlow
11 127 (1.34%) Kafka
12 123 (1.29%) scikit-learn
13 107 (1.13%) FastAPI
14 103 (1.08%) Pandas
15 89 (0.94%) AngularJS
16 83 (0.87%) ASP.NET
16 83 (0.87%) Django
17 82 (0.86%) Hugging Face
17 82 (0.86%) PySpark
18 80 (0.84%) Spring
Miscellaneous
1 2,485 (26.14%) IoT
2 390 (4.10%) Cloud Native
3 251 (2.64%) Social Media
4 245 (2.58%) AI Agents
5 208 (2.19%) Product Ownership
6 177 (1.86%) Onboarding
7 175 (1.84%) Algorithms
8 171 (1.80%) Distributed Systems
9 141 (1.48%) Robotics
10 110 (1.16%) Management Information System
11 107 (1.13%) Low-Code
12 106 (1.12%) Self-Motivation
13 96 (1.01%) Data Centre
14 91 (0.96%) Enterprise Software
15 90 (0.95%) Mobile App
16 83 (0.87%) Public Cloud
17 76 (0.80%) Legacy Systems
18 72 (0.76%) Virtual Team
19 59 (0.62%) Life Science
20 52 (0.55%) Blog
Operating Systems
1 122 (1.28%) Windows
2 106 (1.12%) Linux
3 69 (0.73%) Android
4 52 (0.55%) Apple iOS
5 40 (0.42%) Windows Server
6 25 (0.26%) Unix
7 14 (0.15%) Ubuntu
8 12 (0.13%) 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 10
12 1 (0.011%) Windows Server 2019
Processes & Methodologies
1 3,813 (40.11%) Machine Learning
2 2,795 (29.40%) Cybersecurity
3 2,780 (29.24%) User Experience
4 2,484 (26.13%) Web Development
5 1,452 (15.27%) Business Intelligence
6 1,340 (14.10%) Analytics
7 1,130 (11.89%) Agile
8 963 (10.13%) Roadmaps
9 865 (9.10%) CI/CD
10 801 (8.43%) Problem-Solving
11 790 (8.31%) Software Engineering
12 715 (7.52%) Decision-Making
13 682 (7.17%) Continuous Improvement
14 666 (7.01%) LLM
15 661 (6.95%) DevOps
16 605 (6.36%) Mentoring
17 589 (6.20%) Generative AI
18 565 (5.94%) Data Science
19 479 (5.04%) Full-Stack Development
20 466 (4.90%) Artificial Intelligence Engineering
Programming Languages
1 2,885 (30.35%) Python
2 1,788 (18.81%) SQL
3 340 (3.58%) JavaScript
4 297 (3.12%) C#
5 283 (2.98%) Java
6 268 (2.82%) TypeScript
7 104 (1.09%) C++
8 101 (1.06%) PowerShell
9 81 (0.85%) Go
10 79 (0.83%) Bash
11 58 (0.61%) R
12 44 (0.46%) C
13 40 (0.42%) PHP
14 37 (0.39%) Bicep
15 33 (0.35%) Scala
16 31 (0.33%) Kotlin
16 31 (0.33%) Rust
17 22 (0.23%) Data Analysis Expressions
18 18 (0.19%) T-SQL
19 15 (0.16%) Swift
Qualifications
1 3,141 (33.04%) Degree
2 2,584 (27.18%) Master's Degree
3 2,548 (26.80%) PhD
4 2,459 (25.87%) Postgraduate
5 1,440 (15.15%) Azure Certification
6 375 (3.94%) Security Cleared
7 221 (2.32%) SC Cleared
8 142 (1.49%) Computer Science Degree
9 128 (1.35%) AWS Certification
10 119 (1.25%) 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 50 (0.53%) CISSP
16 45 (0.47%) Microsoft Certification
17 33 (0.35%) Cisco Certification
18 30 (0.32%) AWS Certified Solutions Architect
19 23 (0.24%) CISA
19 23 (0.24%) PMI Certification
Quality Assurance & Compliance
1 376 (3.96%) Accessibility
2 287 (3.02%) Data Quality
3 194 (2.04%) QA
4 182 (1.91%) GDPR
5 90 (0.95%) ISO/IEC 27001
6 86 (0.90%) GRC
7 77 (0.81%) WCAG
8 65 (0.68%) NIST
9 51 (0.54%) 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
1 335 (3.52%) Docker
2 97 (1.02%) Virtual Machines
3 93 (0.98%) Active Directory
4 31 (0.33%) Firmware
5 13 (0.14%) VMware Infrastructure
6 9 (0.095%) Embedded Firmware
7 7 (0.074%) vSphere
8 6 (0.063%) IAG
9 5 (0.053%) Virtual Desktop
10 3 (0.032%) Hyper-V
10 3 (0.032%) Kamailio
11 1 (0.011%) Apache Flume
11 1 (0.011%) VMware NSX
Systems Management
1 341 (3.59%) Kubernetes
2 268 (2.82%) Terraform
3 61 (0.64%) Ansible
4 54 (0.57%) Grafana
5 50 (0.53%) Prometheus
6 48 (0.50%) Microsoft Intune
7 29 (0.31%) Single Sign-On
8 13 (0.14%) Kubeflow
9 12 (0.13%) Argo
10 8 (0.084%) Proxmox
10 8 (0.084%) Puppet
11 7 (0.074%) Nagios
11 7 (0.074%) Podman
12 6 (0.063%) 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%) SCCM
Vendors
1 2,058 (21.65%) Microsoft
2 308 (3.24%) Databricks
3 266 (2.80%) Adobe
4 218 (2.29%) Google
5 176 (1.85%) OpenAI
6 132 (1.39%) Dell
7 122 (1.28%) Salesforce
8 91 (0.96%) Oracle
9 84 (0.88%) ServiceNow
10 78 (0.82%) Cisco
11 64 (0.67%) Apple
12 62 (0.65%) Foundry
13 61 (0.64%) SAP
14 54 (0.57%) HubSpot
15 47 (0.49%) Palantir
16 43 (0.45%) CrowdStrike
17 39 (0.41%) Informatica
18 37 (0.39%) Palo Alto
19 31 (0.33%) Tenable
20 26 (0.27%) Red Hat