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

6 months to
30 Aug 2026
Same period 2025 Same period 2024
Rank 8 11 41
Rank change year-on-year +3 +30 +59
Permanent jobs citing AI 9,457 5,324 3,834
As % of all permanent jobs in the UK 8.60% 10.63% 4.72%
As % of the Processes & Methodologies category 11.76% 11.98% 5.84%
Number of salaries quoted 5,312 1,580 1,728
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 £112,375 £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 80,399 44,438 65,626
As % of all permanent jobs advertised in the UK 73.12% 88.74% 80.77%
Number of salaries quoted 55,793 25,365 40,468
10th Percentile £31,055 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,465
Median % change year-on-year +9.09% -0.84% -7.56%
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 £50,803
% change year-on-year +15.79% -6.50% -6.94%

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 30 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 30 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% 9,687
UK excluding London -4 5,421 £65,000 +13.04% 3,890
London +11 3,422 £85,000 - 6,987
Work from Home 0 3,008 £70,000 +16.67% 3,823
North of England +4 1,606 £66,000 +14.78% 838
South East -6 1,201 £62,500 +19.05% 1,065
North West +18 867 £70,000 +16.67% 522
Midlands -9 830 £59,386 -1.02% 395
South West +6 623 £67,500 +22.73% 613
West Midlands -5 555 £60,000 - 241
East of England +34 530 £60,000 +10.60% 375
Yorkshire -9 478 £65,000 +48.57% 240
Scotland -6 281 £74,830 +15.12% 442
East Midlands -17 275 £52,500 -19.23% 153
North East -1 261 £65,000 +90.24% 84
Wales +7 218 £66,000 +20.00% 67
Northern Ireland +8 157 £74,830 -14.48% 142

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
1 248 (2.62%) SharePoint
2 110 (1.16%) 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 32 (0.34%) SAS
9 28 (0.30%) Palantir Foundry
10 18 (0.19%) 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
1 768 (8.12%) Microsoft Excel
2 104 (1.10%) Chatbot
3 101 (1.07%) Microsoft Office
4 63 (0.67%) Microsoft PowerPoint
5 34 (0.36%) UserZoom
6 26 (0.27%) MS Visio
7 24 (0.25%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
8 19 (0.20%) Spreadsheet
9 18 (0.19%) Adobe Illustrator
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%) Integrated Workplace Management System
11 3 (0.032%) Magento
11 3 (0.032%) Q-Pulse
Cloud Services
1 2,881 (30.46%) Azure
2 1,595 (16.87%) AWS
3 1,290 (13.64%) Power Platform
4 1,254 (13.26%) Azure AI
5 720 (7.61%) 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
12 285 (3.01%) Serverless
13 279 (2.95%) Anthropic Claude
14 218 (2.31%) GitHub Copilot
15 216 (2.28%) Entra ID
16 211 (2.23%) Power Automate
17 157 (1.66%) Azure Synapse Analytics
18 156 (1.65%) Cloud Computing
19 143 (1.51%) dbt
20 140 (1.48%) PowerApps
Communications & Networking
1 237 (2.51%) Broadband
2 113 (1.19%) 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
7 37 (0.39%) WAN
8 29 (0.31%) BGP
9 27 (0.29%) VLAN
10 25 (0.26%) DHCP
11 21 (0.22%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) LAN
13 19 (0.20%) MQTT
13 19 (0.20%) Wireless
14 18 (0.19%) VoIP
15 14 (0.15%) CTI
15 14 (0.15%) SMS
16 13 (0.14%) VXLAN
Database & Business Intelligence
1 1,017 (10.75%) Power BI
2 710 (7.51%) Tableau
3 278 (2.94%) MongoDB
4 264 (2.79%) Data Warehouse
5 236 (2.50%) SQL Server
6 224 (2.37%) PostgreSQL
7 213 (2.25%) Data Lake
8 203 (2.15%) Azure SQL Database
9 179 (1.89%) Metadata
10 161 (1.70%) NoSQL
11 124 (1.31%) 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%) Semantic Layer
Development Applications
1 311 (3.29%) Git
2 176 (1.86%) JIRA
3 167 (1.77%) Claude Code
4 123 (1.30%) Jenkins
5 96 (1.02%) GitLab
6 66 (0.70%) MLflow
7 41 (0.43%) Selenium
8 35 (0.37%) JUnit
9 32 (0.34%) Maven
9 32 (0.34%) Postman
10 30 (0.32%) Cypress.io
11 27 (0.29%) Snyk
12 20 (0.21%) Visual Studio Code
13 17 (0.18%) Mockito
14 15 (0.16%) Cucumber
15 14 (0.15%) Gatling
16 13 (0.14%) JMeter
16 13 (0.14%) Spock
17 12 (0.13%) Vite
18 10 (0.11%) REST Assured
General
1 2,972 (31.43%) Social Skills
2 2,075 (21.94%) Finance
3 1,033 (10.92%) Analytical Skills
4 791 (8.36%) Marketing
5 739 (7.81%) Inclusion and Diversity
6 551 (5.83%) Legal
7 517 (5.47%) Public Sector
8 500 (5.29%) Law
9 398 (4.21%) Banking
10 327 (3.46%) Retail
11 259 (2.74%) Games
12 255 (2.70%) Influencing Skills
13 226 (2.39%) 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 1,672 (17.68%) Senior
2 1,030 (10.89%) Lead
3 981 (10.37%) Architect
4 961 (10.16%) Analyst
5 914 (9.66%) Developer
6 765 (8.09%) Artificial Intelligence Engineer
7 629 (6.65%) Data Analyst
8 623 (6.59%) Software Engineer
9 621 (6.57%) Junior
10 558 (5.90%) Junior Analyst
11 552 (5.84%) Junior Data Analyst
12 402 (4.25%) Solutions Architect
13 386 (4.08%) Data Engineer
14 374 (3.95%) Consultant
15 258 (2.73%) Senior Manager
16 239 (2.53%) Data Scientist
17 234 (2.47%) Python Engineer
18 225 (2.38%) Artificial Intelligence Architect
19 208 (2.20%) .NET Developer
20 207 (2.19%) Data Architect
Libraries, Frameworks & Software Standards
1 521 (5.51%) React
2 462 (4.89%) .NET
3 435 (4.60%) Terraform
4 287 (3.03%) REST
5 267 (2.82%) Node.js
6 251 (2.65%) LangChain
7 239 (2.53%) CSS
8 236 (2.50%) 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 (1.56%) TensorFlow
17 135 (1.43%) Next.js
18 129 (1.36%) LangGraph
19 127 (1.34%) Blazor
20 119 (1.26%) FastAPI
Miscellaneous
1 702 (7.42%) Cloud Native
2 656 (6.94%) AI Agents
3 412 (4.36%) Onboarding
4 311 (3.29%) Distributed Systems
5 305 (3.23%) Product Ownership
6 237 (2.51%) Social Media
7 193 (2.04%) Blog
8 184 (1.95%) Management Information System
8 184 (1.95%) Self-Motivation
9 169 (1.79%) Algorithms
10 146 (1.54%) Robotics
11 145 (1.53%) Low-Code
12 144 (1.52%) Enterprise Software
13 129 (1.36%) Data Centre
14 109 (1.15%) Marketing Technology
15 104 (1.10%) Legacy Systems
16 100 (1.06%) Cyber Threat
17 97 (1.03%) Greenfield Project
18 90 (0.95%) Virtual Team
19 87 (0.92%) Mobile App
Operating Systems
1 229 (2.42%) Windows
2 219 (2.32%) Linux
3 69 (0.73%) Windows Server
4 56 (0.59%) Android
5 36 (0.38%) Apple iOS
6 24 (0.25%) 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 2,024 (21.40%) Machine Learning
2 1,919 (20.29%) Analytics
3 1,595 (16.87%) Agile
4 1,423 (15.05%) Software Engineering
5 1,338 (14.15%) Roadmaps
6 1,323 (13.99%) CI/CD
7 1,244 (13.15%) Business Intelligence
8 1,223 (12.93%) Continuous Improvement
9 1,188 (12.56%) Problem-Solving
10 1,136 (12.01%) Decision-Making
11 1,072 (11.34%) LLM
12 995 (10.52%) Mentoring
13 963 (10.18%) DevOps
14 864 (9.14%) Stakeholder Management
15 862 (9.11%) Generative AI
16 816 (8.63%) Data Science
17 748 (7.91%) Full-Stack Development
18 636 (6.73%) Cybersecurity
19 619 (6.55%) Data Engineering
20 604 (6.39%) Data Modelling
Programming Languages
1 2,910 (30.77%) Python
2 1,829 (19.34%) SQL
3 550 (5.82%) JavaScript
4 545 (5.76%) C#
5 456 (4.82%) TypeScript
6 418 (4.42%) Java
7 190 (2.01%) C++
8 156 (1.65%) PowerShell
9 111 (1.17%) Go
10 107 (1.13%) Bash
11 79 (0.84%) Bicep
12 69 (0.73%) C
13 67 (0.71%) R
14 66 (0.70%) Scala
15 65 (0.69%) PHP
16 56 (0.59%) Rust
17 48 (0.51%) Ruby
18 42 (0.44%) Kotlin
19 40 (0.42%) Data Analysis Expressions
20 28 (0.30%) Kusto Query Language
Qualifications
1 1,030 (10.89%) Degree
2 1,004 (10.62%) Azure Certification
3 661 (6.99%) Security Cleared
4 376 (3.98%) SC Cleared
5 277 (2.93%) Computer Science Degree
6 213 (2.25%) Master's Degree
7 195 (2.06%) DV Cleared
8 154 (1.63%) AWS Certification
9 139 (1.47%) CISSP
10 116 (1.23%) PhD
11 101 (1.07%) CISM
12 98 (1.04%) ACCA
12 98 (1.04%) Microsoft Certification
13 81 (0.86%) CIMA
14 70 (0.74%) AWS Certified Solutions Architect
15 67 (0.71%) DBS Check
16 65 (0.69%) A+ Certification
17 63 (0.67%) Network+ Certification
18 50 (0.53%) BPSS Clearance
19 49 (0.52%) MBA
Quality Assurance & Compliance
1 504 (5.33%) Data Quality
2 353 (3.73%) Accessibility
3 322 (3.40%) QA
4 268 (2.83%) 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%) EU AI Act
18 22 (0.23%) ISO/IEC 42001
19 19 (0.20%) SOC 2
System Software
1 528 (5.58%) Docker
2 166 (1.76%) 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
1 550 (5.82%) 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
13 5 (0.053%) Autotask
13 5 (0.053%) Control-M
13 5 (0.053%) Functional Safety
13 5 (0.053%) SCCM
Vendors
1 2,182 (23.07%) Microsoft
2 460 (4.86%) Databricks
3 421 (4.45%) Google
4 280 (2.96%) OpenAI
5 205 (2.17%) Adobe
6 170 (1.80%) Salesforce
7 126 (1.33%) SAP
8 119 (1.26%) Cisco
9 113 (1.19%) Dell
10 106 (1.12%) Oracle
11 105 (1.11%) ServiceNow
12 98 (1.04%) Foundry
13 78 (0.82%) HubSpot
14 69 (0.73%) Apple
15 64 (0.68%) YouTube
16 62 (0.66%) CyberArk
16 62 (0.66%) Facebook
16 62 (0.66%) VMware
17 48 (0.51%) Informatica
18 47 (0.50%) Palo Alto