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

6 months to
26 May 2026
Same period 2025 Same period 2024
Rank 6 18 45
Rank change year-on-year +12 +27 +70
Permanent jobs citing AI 9,435 3,977 4,829
As % of all permanent jobs in the UK 10.17% 9.34% 4.88%
As % of the Processes & Methodologies category 13.77% 10.02% 5.80%
Number of salaries quoted 3,512 1,331 2,148
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £50,000 £50,000
Median annual salary (50th Percentile) £70,000 £67,500 £70,000
Median % change year-on-year +3.70% -3.57% -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £112,500 £118,750 £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 68,523 39,694 83,256
As % of all permanent jobs advertised in the UK 73.83% 93.27% 84.12%
Number of salaries quoted 44,541 20,818 60,168
10th Percentile £30,000 £29,750 £29,250
25th Percentile £40,875 £41,250 £40,000
Median annual salary (50th Percentile) £60,000 £58,500 £55,000
Median % change year-on-year +2.56% +6.36% -9.84%
75th Percentile £78,750 £78,750 £72,500
90th Percentile £100,000 £102,500 £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 26 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 26 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 8,684 £70,000 - 4,293
UK excluding London +9 6,516 £62,500 -3.85% 2,162
London +19 2,441 £85,000 -8.11% 2,548
North of England +24 2,228 £67,500 +17.39% 621
Work from Home +2 2,057 £70,000 +5.73% 1,938
Midlands +5 1,702 £52,500 -8.70% 261
North West +44 1,486 £72,500 +7.41% 389
West Midlands +7 1,366 £52,500 -8.70% 156
South East +6 1,182 £60,500 +0.83% 631
East of England +30 592 £60,000 -9.39% 178
Yorkshire +2 588 £65,000 +85.71% 150
South West +2 447 £60,000 +4.45% 245
East Midlands -9 347 £52,500 -8.70% 103
Scotland +7 209 £70,000 +55.56% 139
North East +7 154 £64,038 +34.82% 84
Wales +30 133 £53,171 -22.66% 44
Northern Ireland +10 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
1 117 (1.24%) Apache Airflow
2 116 (1.23%) SharePoint
3 105 (1.11%) Apache Spark
4 73 (0.77%) CMS
5 69 (0.73%) Confluence
6 66 (0.70%) Jupyter
7 47 (0.50%) Apache
8 33 (0.35%) WordPress
9 30 (0.32%) ArcGIS
10 28 (0.30%) Palantir Foundry
11 25 (0.26%) Microsoft Exchange
12 15 (0.16%) SAS
13 11 (0.12%) Appian
14 7 (0.074%) JBoss
14 7 (0.074%) Oracle SOA Suite
14 7 (0.074%) WebSphere
15 6 (0.064%) IIS
15 6 (0.064%) Sitecore CMS
16 3 (0.032%) Camunda
16 3 (0.032%) Liferay
Applications
1 1,150 (12.19%) Microsoft Excel
2 106 (1.12%) Chatbot
3 83 (0.88%) Microsoft Office
4 62 (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 (0.085%) Simulink
10 6 (0.064%) Camtasia
10 6 (0.064%) Sketch
11 5 (0.053%) Adobe Premiere
11 5 (0.053%) InDesign
11 5 (0.053%) Microsoft Project
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 19 (0.20%) SAP S/4HANA
4 14 (0.15%) NetSuite
5 9 (0.095%) Oracle ERP
6 8 (0.085%) Distributed Ledger
6 8 (0.085%) Sage 50
6 8 (0.085%) Salesforce CRM
7 7 (0.074%) Oracle EBS
8 4 (0.042%) Dynamics AX
8 4 (0.042%) Oracle Procure-to-Pay
8 4 (0.042%) Workday HCM
9 3 (0.032%) Dynamics GP
9 3 (0.032%) Shopify
9 3 (0.032%) Sparx Enterprise Architect
10 2 (0.021%) Dynamics NAV
10 2 (0.021%) Oracle Assets
10 2 (0.021%) Oracle Payables
10 2 (0.021%) SAP MDG
10 2 (0.021%) Unit4 Business World
Cloud Services
1 2,683 (28.44%) Azure
2 2,550 (27.03%) Cloud Computing
3 1,577 (16.71%) Azure AI
4 1,486 (15.75%) Power Platform
5 1,022 (10.83%) AWS
6 497 (5.27%) SaaS
7 426 (4.52%) GCP
8 269 (2.85%) Microsoft 365
9 232 (2.46%) GitHub
10 207 (2.19%) Snowflake
11 203 (2.15%) Azure DevOps
12 184 (1.95%) Adobe Analytics
13 175 (1.85%) Microsoft Copilot
14 157 (1.66%) Serverless
15 137 (1.45%) Figma
16 126 (1.34%) Azure Synapse Analytics
17 122 (1.29%) Anthropic Claude
17 122 (1.29%) Entra ID
18 113 (1.20%) Azure Machine Learning
19 112 (1.19%) GitHub Copilot
Communications & Networking
1 2,465 (26.13%) Internet
2 310 (3.29%) Broadband
3 73 (0.77%) Firewall
4 53 (0.56%) Network Security
5 38 (0.40%) VPN
6 31 (0.33%) DNS
7 25 (0.26%) TCP/IP
8 23 (0.24%) Unified Communications
9 22 (0.23%) HTTP
10 19 (0.20%) DHCP
10 19 (0.20%) WAN
11 17 (0.18%) VLAN
12 13 (0.14%) BGP
12 13 (0.14%) OSPF
13 12 (0.13%) MQTT
14 10 (0.11%) Wireless
15 9 (0.095%) VoIP
16 8 (0.085%) 5G
16 8 (0.085%) SD-WAN
16 8 (0.085%) Wi-Fi
Database & Business Intelligence
1 1,328 (14.08%) Power BI
2 1,194 (12.66%) Tableau
3 184 (1.95%) SQL Server
4 174 (1.84%) Data Warehouse
5 145 (1.54%) MongoDB
6 142 (1.51%) Data Lake
7 119 (1.26%) PostgreSQL
8 94 (1.00%) Metadata
9 79 (0.84%) NoSQL
10 76 (0.81%) Big Data
10 76 (0.81%) BigQuery
11 75 (0.79%) Azure SQL Database
12 69 (0.73%) Elasticsearch
13 60 (0.64%) Looker
14 52 (0.55%) Relational Database
15 46 (0.49%) Amazon Redshift
15 46 (0.49%) MySQL
16 45 (0.48%) Pinecone
17 36 (0.38%) Redis
18 31 (0.33%) GIS
Development Applications
1 184 (1.95%) Git
2 89 (0.94%) JIRA
3 80 (0.85%) MLflow
4 70 (0.74%) Jenkins
5 65 (0.69%) Claude Code
6 59 (0.63%) Visual Studio Code
7 57 (0.60%) GitLab
8 26 (0.28%) Selenium
9 25 (0.26%) IBM UrbanCode
9 25 (0.26%) Snyk
10 20 (0.21%) Postman
11 19 (0.20%) Cypress.io
12 13 (0.14%) JUnit
12 13 (0.14%) Maven
12 13 (0.14%) SpecFlow
12 13 (0.14%) Visual Studio
13 11 (0.12%) Vite
14 10 (0.11%) Gradle
14 10 (0.11%) Storybook
15 7 (0.074%) TeamCity
General
1 5,019 (53.20%) Social Skills
2 2,927 (31.02%) Inclusion and Diversity
3 2,643 (28.01%) Banking
4 1,231 (13.05%) Finance
5 640 (6.78%) Analytical Skills
6 443 (4.70%) Marketing
7 333 (3.53%) Games
8 315 (3.34%) Legal
9 292 (3.09%) Public Sector
10 266 (2.82%) Law
11 247 (2.62%) Retail
12 157 (1.66%) Manufacturing
13 136 (1.44%) Influencing Skills
14 123 (1.30%) Organisational Skills
15 76 (0.81%) Presentation Skills
16 74 (0.78%) Telecoms
17 70 (0.74%) Financial Institution
18 67 (0.71%) Advertising
19 65 (0.69%) Automotive
20 48 (0.51%) Investment Banking
Job Titles
1 1,867 (19.79%) Lecturer
2 1,331 (14.11%) Analyst
3 1,098 (11.64%) Data Analyst
4 1,072 (11.36%) Junior
5 1,050 (11.13%) Junior Analyst
6 1,047 (11.10%) Junior Data Analyst
7 974 (10.32%) Senior
8 703 (7.45%) Lead
9 575 (6.09%) Developer
10 566 (6.00%) Artificial Intelligence Engineer
11 506 (5.36%) Architect
12 298 (3.16%) Software Engineer
13 268 (2.84%) Consultant
14 246 (2.61%) Data Engineer
15 200 (2.12%) Solutions Architect
16 156 (1.65%) Data Scientist
17 153 (1.62%) Python Engineer
18 119 (1.26%) Full-Stack Developer
19 113 (1.20%) Full-Stack Engineer
20 105 (1.11%) Senior Developer
Libraries, Frameworks & Software Standards
1 336 (3.56%) React
2 277 (2.94%) .NET
3 176 (1.87%) PyTorch
4 169 (1.79%) REST
5 157 (1.66%) CSS
6 156 (1.65%) Node.js
7 155 (1.64%) LangChain
8 149 (1.58%) RESTful
9 147 (1.56%) HTML
10 133 (1.41%) TensorFlow
11 124 (1.31%) Kafka
11 124 (1.31%) scikit-learn
12 103 (1.09%) FastAPI
12 103 (1.09%) Pandas
13 91 (0.96%) AngularJS
14 83 (0.88%) Django
15 82 (0.87%) Hugging Face
16 81 (0.86%) PySpark
17 80 (0.85%) Spring
18 79 (0.84%) NumPy
Miscellaneous
1 2,487 (26.36%) IoT
2 384 (4.07%) Cloud Native
3 248 (2.63%) Social Media
4 239 (2.53%) AI Agents
5 206 (2.18%) Product Ownership
6 175 (1.85%) Algorithms
7 174 (1.84%) Onboarding
8 169 (1.79%) Distributed Systems
9 139 (1.47%) Robotics
10 109 (1.16%) Low-Code
11 107 (1.13%) Management Information System
12 106 (1.12%) Self-Motivation
13 96 (1.02%) Data Centre
14 92 (0.98%) Enterprise Software
15 90 (0.95%) Mobile App
16 81 (0.86%) Public Cloud
17 73 (0.77%) Legacy Systems
18 70 (0.74%) Virtual Team
19 58 (0.61%) Life Science
20 54 (0.57%) Blog
Operating Systems
1 113 (1.20%) Windows
2 101 (1.07%) Linux
3 69 (0.73%) Android
4 51 (0.54%) Apple iOS
5 38 (0.40%) Windows Server
6 25 (0.26%) Unix
7 13 (0.14%) 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 Server 2019
Processes & Methodologies
1 3,786 (40.13%) Machine Learning
2 2,789 (29.56%) Cybersecurity
3 2,775 (29.41%) User Experience
4 2,484 (26.33%) Web Development
5 1,449 (15.36%) Business Intelligence
6 1,322 (14.01%) Analytics
7 1,115 (11.82%) Agile
8 948 (10.05%) Roadmaps
9 846 (8.97%) CI/CD
10 788 (8.35%) Problem-Solving
11 779 (8.26%) Software Engineering
12 713 (7.56%) Decision-Making
13 674 (7.14%) Continuous Improvement
14 650 (6.89%) LLM
15 647 (6.86%) DevOps
16 599 (6.35%) Mentoring
17 585 (6.20%) Generative AI
18 558 (5.91%) Data Science
19 468 (4.96%) Full-Stack Development
20 465 (4.93%) Artificial Intelligence Engineering
Programming Languages
1 2,861 (30.32%) Python
2 1,769 (18.75%) SQL
3 330 (3.50%) JavaScript
4 285 (3.02%) C#
4 285 (3.02%) Java
5 263 (2.79%) TypeScript
6 102 (1.08%) C++
7 96 (1.02%) PowerShell
8 82 (0.87%) Go
9 77 (0.82%) Bash
10 58 (0.61%) R
11 44 (0.47%) C
12 37 (0.39%) PHP
13 36 (0.38%) Bicep
14 32 (0.34%) Scala
15 30 (0.32%) Kotlin
15 30 (0.32%) Rust
16 22 (0.23%) Data Analysis Expressions
17 16 (0.17%) T-SQL
18 14 (0.15%) Swift
Qualifications
1 3,135 (33.23%) Degree
2 2,584 (27.39%) Master's Degree
3 2,547 (27.00%) PhD
4 2,459 (26.06%) Postgraduate
5 1,438 (15.24%) Azure Certification
6 367 (3.89%) Security Cleared
7 214 (2.27%) SC Cleared
8 141 (1.49%) Computer Science Degree
9 128 (1.36%) AWS Certification
10 117 (1.24%) DV Cleared
11 83 (0.88%) ACCA
12 81 (0.86%) DBS Check
13 61 (0.65%) CIMA
14 56 (0.59%) AWS Certified Cloud Practitioner
15 50 (0.53%) CISSP
16 44 (0.47%) Microsoft Certification
17 33 (0.35%) Cisco Certification
18 31 (0.33%) AWS Certified Solutions Architect
19 24 (0.25%) PMI Certification
20 22 (0.23%) CISA
Quality Assurance & Compliance
1 374 (3.96%) Accessibility
2 283 (3.00%) Data Quality
3 191 (2.02%) QA
4 182 (1.93%) GDPR
5 87 (0.92%) ISO/IEC 27001
6 85 (0.90%) GRC
7 76 (0.81%) WCAG
8 62 (0.66%) NIST
9 51 (0.54%) California Consumer Privacy Act
10 40 (0.42%) SLA
11 39 (0.41%) IFRS
12 26 (0.28%) PMO
13 23 (0.24%) Cyber Essentials
14 22 (0.23%) EU AI Act
15 21 (0.22%) HIPAA
15 21 (0.22%) PCI DSS
16 18 (0.19%) SOC 2
17 17 (0.18%) Sarbanes-Oxley
18 16 (0.17%) GxP
19 15 (0.16%) ISO/IEC 42001
System Software
1 329 (3.49%) Docker
2 96 (1.02%) Virtual Machines
3 91 (0.96%) Active Directory
4 31 (0.33%) Firmware
5 12 (0.13%) VMware Infrastructure
6 9 (0.095%) Embedded Firmware
7 7 (0.074%) vSphere
8 6 (0.064%) IAG
9 5 (0.053%) Virtual Desktop
10 3 (0.032%) Kamailio
11 2 (0.021%) Hyper-V
12 1 (0.011%) Apache Flume
12 1 (0.011%) VMware NSX
Systems Management
1 332 (3.52%) Kubernetes
2 255 (2.70%) Terraform
3 62 (0.66%) Ansible
4 54 (0.57%) Grafana
5 50 (0.53%) Prometheus
6 44 (0.47%) Microsoft Intune
7 30 (0.32%) Single Sign-On
8 12 (0.13%) Argo
8 12 (0.13%) Kubeflow
9 8 (0.085%) Proxmox
9 8 (0.085%) Puppet
10 7 (0.074%) Nagios
10 7 (0.074%) Podman
11 6 (0.064%) Cisco CUCM
12 5 (0.053%) Autotask
12 5 (0.053%) Functional Safety
13 4 (0.042%) Active Directory Federation Services
13 4 (0.042%) SolarWinds Orion
13 4 (0.042%) vCenter Server
14 3 (0.032%) SCCM
Vendors
1 2,038 (21.60%) Microsoft
2 304 (3.22%) Databricks
3 266 (2.82%) Adobe
4 210 (2.23%) Google
5 172 (1.82%) OpenAI
6 132 (1.40%) Dell
7 122 (1.29%) Salesforce
8 90 (0.95%) Oracle
9 83 (0.88%) ServiceNow
10 77 (0.82%) Cisco
11 63 (0.67%) Apple
12 62 (0.66%) Foundry
13 61 (0.65%) SAP
14 52 (0.55%) HubSpot
15 47 (0.50%) Palantir
16 43 (0.46%) CrowdStrike
17 38 (0.40%) Informatica
18 37 (0.39%) Palo Alto
19 31 (0.33%) Tenable
20 26 (0.28%) Red Hat