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 31 August 2026, with comparisons to the same periods in the previous two years.

6 months to
31 Aug 2026
Same period 2025 Same period 2024
Rank 8 11 41
Rank change year-on-year +3 +30 +56
Permanent jobs citing AI 9,456 5,330 3,856
As % of all permanent jobs in the UK 8.60% 10.64% 4.74%
As % of the Processes & Methodologies category 11.77% 11.99% 5.86%
Number of salaries quoted 5,307 1,578 1,722
10th Percentile £41,250 £28,500 £41,250
25th Percentile £52,500 £46,250 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £120,000 £115,000
UK excluding London median annual salary £65,000 £57,500 £65,000
% change year-on-year +13.04% -11.54% -7.14%

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 80,366 44,460 65,769
As % of all permanent jobs advertised in the UK 73.09% 88.73% 80.84%
Number of salaries quoted 55,743 25,365 40,240
10th Percentile £31,125 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £56,000
Median % change year-on-year +9.09% -1.79% -6.67%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £51,000
% change year-on-year +15.79% -6.86% -7.07%

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 31 August 2026.

Salary histogram for AI in the UK

AI
Top 17 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 31 August 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 +4 8,341 £72,500 +3.57% 8,341
UK excluding London -4 5,423 £65,000 +13.04% 3,535
London +11 3,420 £85,000 - 5,899
Work from Home 0 3,001 £70,000 +16.67% 3,332
North of England +3 1,612 £66,000 +14.78% 785
South East -5 1,197 £62,500 +19.05% 955
North West +18 871 £70,000 +16.67% 494
Midlands -9 827 £59,527 -0.79% 353
South West +8 624 £67,500 +22.73% 585
West Midlands -5 553 £60,358 +0.60% 221
East of England +34 532 £60,000 +10.60% 322
Yorkshire -9 479 £65,000 +48.57% 216
Scotland -6 281 £74,915 +15.25% 397
East Midlands -18 274 £52,500 -19.23% 131
North East -2 262 £65,000 +90.24% 83
Wales +7 218 £66,000 +20.00% 56
Northern Ireland +8 157 £74,830 -14.48% 125

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
1 249 (2.63%) SharePoint
2 111 (1.17%) Confluence
3 105 (1.11%) Apache Airflow
3 105 (1.11%) Apache Spark
4 83 (0.88%) CMS
5 70 (0.74%) Apache
6 68 (0.72%) Microsoft Exchange
7 39 (0.41%) WordPress
8 31 (0.33%) SAS
9 28 (0.30%) Palantir Foundry
10 17 (0.18%) Jupyter
11 12 (0.13%) Camunda
12 11 (0.12%) IIS
13 9 (0.095%) nginx
13 9 (0.095%) Sitecore CMS
14 8 (0.085%) OpenStack
15 7 (0.074%) Adobe Experience Manager
15 7 (0.074%) Headless CMS
15 7 (0.074%) Oracle SOA Suite
16 5 (0.053%) Apache Pig
Applications
1 769 (8.13%) Microsoft Excel
2 104 (1.10%) Chatbot
3 101 (1.07%) Microsoft Office
4 63 (0.67%) Microsoft PowerPoint
5 33 (0.35%) UserZoom
6 26 (0.27%) MS Visio
7 24 (0.25%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
9 18 (0.19%) Spreadsheet
10 16 (0.17%) Photoshop
11 14 (0.15%) InDesign
12 11 (0.12%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.085%) LaTeX
14 8 (0.085%) SPSS
15 6 (0.063%) Adobe Premiere
15 6 (0.063%) Trello
16 5 (0.053%) Camtasia
16 5 (0.053%) Moqups
Business Applications
1 111 (1.17%) Dynamics CRM
2 51 (0.54%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 11 (0.12%) Payment Gateway
6 11 (0.12%) Shopify
7 8 (0.085%) Elite 3E
7 8 (0.085%) Sage 50
7 8 (0.085%) SAP MDG
8 7 (0.074%) Carpe Diem
8 7 (0.074%) Distributed Ledger
8 7 (0.074%) Dynamics NAV
9 5 (0.053%) Oracle ERP
9 5 (0.053%) Sage 200
10 4 (0.042%) Salesforce CRM
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Magento
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Q-Pulse
Cloud Services
1 2,882 (30.48%) Azure
2 1,593 (16.85%) AWS
3 1,288 (13.62%) Power Platform
4 1,254 (13.26%) Azure AI
5 718 (7.59%) SaaS
6 662 (7.00%) GCP
7 469 (4.96%) Microsoft 365
8 445 (4.71%) GitHub
9 355 (3.75%) Microsoft Copilot
10 329 (3.48%) Azure DevOps
11 311 (3.29%) Snowflake
12 283 (2.99%) Serverless
13 279 (2.95%) Anthropic Claude
14 218 (2.31%) GitHub Copilot
15 214 (2.26%) Entra ID
16 211 (2.23%) Power Automate
17 156 (1.65%) Azure Synapse Analytics
18 155 (1.64%) Cloud Computing
19 143 (1.51%) dbt
20 139 (1.47%) PowerApps
Communications & Networking
1 236 (2.50%) Broadband
2 113 (1.20%) Internet
3 99 (1.05%) Firewall
4 96 (1.02%) Network Security
5 81 (0.86%) VPN
6 73 (0.77%) DNS
7 37 (0.39%) TCP/IP
8 36 (0.38%) WAN
9 29 (0.31%) BGP
10 27 (0.29%) VLAN
11 25 (0.26%) DHCP
12 21 (0.22%) HTTP
13 20 (0.21%) OSPF
14 19 (0.20%) LAN
14 19 (0.20%) MQTT
14 19 (0.20%) Wireless
15 18 (0.19%) VoIP
16 14 (0.15%) CTI
16 14 (0.15%) SMS
17 13 (0.14%) VXLAN
Database & Business Intelligence
1 1,015 (10.73%) Power BI
2 709 (7.50%) Tableau
3 278 (2.94%) MongoDB
4 264 (2.79%) Data Warehouse
5 233 (2.46%) SQL Server
6 223 (2.36%) PostgreSQL
7 213 (2.25%) Data Lake
8 203 (2.15%) Azure SQL Database
9 179 (1.89%) Metadata
10 161 (1.70%) NoSQL
11 125 (1.32%) Big Data
12 115 (1.22%) Relational Database
13 95 (1.00%) MySQL
14 91 (0.96%) BigQuery
15 66 (0.70%) Elasticsearch
16 61 (0.65%) Amazon Redshift
16 61 (0.65%) Redis
17 59 (0.62%) Delta Lake
17 59 (0.62%) DynamoDB
17 59 (0.62%) Looker
Development Applications
1 310 (3.28%) Git
2 177 (1.87%) JIRA
3 168 (1.78%) Claude Code
4 123 (1.30%) Jenkins
5 97 (1.03%) GitLab
6 66 (0.70%) MLflow
7 41 (0.43%) Selenium
8 36 (0.38%) JUnit
9 33 (0.35%) Maven
10 31 (0.33%) Postman
11 30 (0.32%) Cypress.io
12 27 (0.29%) Snyk
13 19 (0.20%) Visual Studio Code
14 17 (0.18%) Mockito
15 15 (0.16%) Cucumber
16 14 (0.15%) Gatling
16 14 (0.15%) Spock
17 13 (0.14%) JMeter
18 12 (0.13%) Vite
19 10 (0.11%) REST Assured
General
1 2,967 (31.38%) Social Skills
2 2,073 (21.92%) Finance
3 1,033 (10.92%) Analytical Skills
4 791 (8.37%) Marketing
5 738 (7.80%) Inclusion and Diversity
6 550 (5.82%) Legal
7 515 (5.45%) Public Sector
8 499 (5.28%) Law
9 396 (4.19%) Banking
10 326 (3.45%) Retail
11 259 (2.74%) Games
12 255 (2.70%) Influencing Skills
13 225 (2.38%) Organisational Skills
14 212 (2.24%) Manufacturing
15 137 (1.45%) Presentation Skills
16 134 (1.42%) Financial Institution
17 112 (1.18%) Advertising
18 102 (1.08%) Telecoms
19 87 (0.92%) Legal Technology
20 70 (0.74%) Aerospace
Job Titles
1 1,669 (17.65%) Senior
2 1,024 (10.83%) Lead
3 980 (10.36%) Architect
4 962 (10.17%) Analyst
5 913 (9.66%) Developer
6 766 (8.10%) Artificial Intelligence Engineer
7 629 (6.65%) Data Analyst
8 623 (6.59%) Software Engineer
9 620 (6.56%) Junior
10 558 (5.90%) Junior Analyst
11 552 (5.84%) Junior Data Analyst
12 403 (4.26%) Solutions Architect
13 386 (4.08%) Data Engineer
14 376 (3.98%) Consultant
15 258 (2.73%) Senior Manager
16 238 (2.52%) Data Scientist
17 236 (2.50%) Python Engineer
18 224 (2.37%) Artificial Intelligence Architect
19 207 (2.19%) .NET Developer
19 207 (2.19%) Data Architect
Libraries, Frameworks & Software Standards
1 520 (5.50%) React
2 459 (4.85%) .NET
3 435 (4.60%) Terraform
4 286 (3.02%) REST
5 267 (2.82%) Node.js
6 251 (2.65%) LangChain
7 236 (2.50%) CSS
8 234 (2.47%) HTML
9 208 (2.20%) RESTful
10 204 (2.16%) ASP.NET
11 191 (2.02%) Kafka
12 187 (1.98%) ASP.NET Core
13 181 (1.91%) .NET Core
14 178 (1.88%) PyTorch
15 156 (1.65%) ML.NET
16 148 (1.57%) TensorFlow
17 135 (1.43%) Next.js
18 129 (1.36%) LangGraph
19 127 (1.34%) Blazor
20 118 (1.25%) FastAPI
Miscellaneous
1 701 (7.41%) Cloud Native
2 657 (6.95%) AI Agents
3 411 (4.35%) Onboarding
4 313 (3.31%) Distributed Systems
5 306 (3.24%) Product Ownership
6 236 (2.50%) Social Media
7 193 (2.04%) Blog
8 185 (1.96%) Management Information System
9 184 (1.95%) Self-Motivation
10 170 (1.80%) Algorithms
11 146 (1.54%) Robotics
12 145 (1.53%) Enterprise Software
13 144 (1.52%) Low-Code
14 129 (1.36%) Data Centre
15 110 (1.16%) Marketing Technology
16 103 (1.09%) Legacy Systems
17 101 (1.07%) Cyber Threat
18 96 (1.02%) Greenfield Project
19 90 (0.95%) Virtual Team
20 87 (0.92%) Mobile App
Operating Systems
1 230 (2.43%) Windows
2 218 (2.31%) Linux
3 69 (0.73%) Windows Server
4 56 (0.59%) Android
5 36 (0.38%) Apple iOS
6 25 (0.26%) VMS
7 18 (0.19%) Ubuntu
7 18 (0.19%) Unix
8 16 (0.17%) Mac OS
9 9 (0.095%) Debian
10 6 (0.063%) Red Hat Enterprise Linux
10 6 (0.063%) Windows 10
11 5 (0.053%) Embedded Linux
11 5 (0.053%) Kali Linux
11 5 (0.053%) Windows Server 2019
12 3 (0.032%) Gentoo
12 3 (0.032%) Solaris
13 2 (0.021%) CentOS
13 2 (0.021%) Robot Operating System
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,025 (21.41%) Machine Learning
2 1,913 (20.23%) Analytics
3 1,592 (16.84%) Agile
4 1,424 (15.06%) Software Engineering
5 1,335 (14.12%) Roadmaps
6 1,323 (13.99%) CI/CD
7 1,242 (13.13%) Business Intelligence
8 1,224 (12.94%) Continuous Improvement
9 1,191 (12.60%) Problem-Solving
10 1,133 (11.98%) Decision-Making
11 1,071 (11.33%) LLM
12 992 (10.49%) Mentoring
13 960 (10.15%) DevOps
14 864 (9.14%) Stakeholder Management
15 862 (9.12%) Generative AI
16 814 (8.61%) Data Science
17 744 (7.87%) Full-Stack Development
18 640 (6.77%) Cybersecurity
19 620 (6.56%) Data Engineering
20 605 (6.40%) Data Modelling
Programming Languages
1 2,906 (30.73%) Python
2 1,829 (19.34%) SQL
3 549 (5.81%) JavaScript
4 542 (5.73%) C#
5 458 (4.84%) TypeScript
6 419 (4.43%) Java
7 191 (2.02%) C++
8 157 (1.66%) PowerShell
9 111 (1.17%) Go
10 107 (1.13%) Bash
11 78 (0.82%) Bicep
12 69 (0.73%) C
13 66 (0.70%) Scala
14 65 (0.69%) PHP
14 65 (0.69%) R
15 57 (0.60%) Rust
16 48 (0.51%) Ruby
17 42 (0.44%) Kotlin
18 40 (0.42%) Data Analysis Expressions
19 28 (0.30%) Kusto Query Language
Qualifications
1 1,031 (10.90%) Degree
2 1,004 (10.62%) Azure Certification
3 659 (6.97%) Security Cleared
4 374 (3.96%) SC Cleared
5 278 (2.94%) Computer Science Degree
6 213 (2.25%) Master's Degree
7 194 (2.05%) DV Cleared
8 153 (1.62%) AWS Certification
9 139 (1.47%) CISSP
10 117 (1.24%) PhD
11 101 (1.07%) CISM
12 100 (1.06%) Microsoft Certification
13 98 (1.04%) ACCA
14 81 (0.86%) CIMA
15 70 (0.74%) AWS Certified Solutions Architect
16 67 (0.71%) DBS Check
17 65 (0.69%) A+ Certification
18 63 (0.67%) Network+ Certification
19 50 (0.53%) BPSS Clearance
20 49 (0.52%) MBA
Quality Assurance & Compliance
1 506 (5.35%) Data Quality
2 352 (3.72%) Accessibility
3 322 (3.41%) QA
4 269 (2.84%) GDPR
5 164 (1.73%) ISO/IEC 27001
6 116 (1.23%) GRC
7 115 (1.22%) NIST
8 82 (0.87%) SLA
9 65 (0.69%) WCAG
10 57 (0.60%) Cyber Essentials
11 40 (0.42%) California Consumer Privacy Act
12 39 (0.41%) PMO
13 32 (0.34%) NCSC
14 31 (0.33%) Cyber Essentials PLUS
15 30 (0.32%) IFRS
16 29 (0.31%) PCI DSS
17 24 (0.25%) Actionable Recommendations
18 22 (0.23%) ISO/IEC 42001
19 21 (0.22%) EU AI Act
20 19 (0.20%) SOC 2
System Software
1 526 (5.56%) Docker
2 167 (1.77%) Active Directory
3 98 (1.04%) Virtual Machines
4 54 (0.57%) VMware Infrastructure
5 25 (0.26%) Firmware
6 22 (0.23%) Hyper-V
6 22 (0.23%) Virtual Desktop
7 18 (0.19%) vSphere
8 11 (0.12%) Embedded Firmware
9 8 (0.085%) Ceph
10 6 (0.063%) IAG
11 4 (0.042%) VMware NSX
12 3 (0.032%) VMware ESXi
13 2 (0.021%) Lustre
13 2 (0.021%) ProxySG
13 2 (0.021%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
Systems Management
1 549 (5.81%) Kubernetes
2 147 (1.55%) Microsoft Intune
3 77 (0.81%) Ansible
3 77 (0.81%) Grafana
4 59 (0.62%) Prometheus
5 28 (0.30%) Puppet
6 20 (0.21%) Argo
6 20 (0.21%) Single Sign-On
7 19 (0.20%) Kubeflow
8 17 (0.18%) Podman
9 13 (0.14%) Progress Chef
10 12 (0.13%) Istio
11 7 (0.074%) Check_MK
11 7 (0.074%) Nagios
12 6 (0.063%) Hadoop YARN
12 6 (0.063%) Nessus
12 6 (0.063%) SCCM
13 5 (0.053%) Control-M
13 5 (0.053%) Microsoft Clustering
13 5 (0.053%) Proxmox
Vendors
1 2,181 (23.06%) Microsoft
2 460 (4.86%) Databricks
3 422 (4.46%) Google
4 280 (2.96%) OpenAI
5 204 (2.16%) Adobe
6 171 (1.81%) Salesforce
7 126 (1.33%) SAP
8 118 (1.25%) Cisco
9 112 (1.18%) Dell
10 105 (1.11%) Oracle
10 105 (1.11%) ServiceNow
11 98 (1.04%) Foundry
12 79 (0.84%) HubSpot
13 69 (0.73%) Apple
14 64 (0.68%) YouTube
15 62 (0.66%) CyberArk
15 62 (0.66%) Facebook
15 62 (0.66%) VMware
16 47 (0.50%) Informatica
16 47 (0.50%) Palo Alto