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 3 September 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Sep 2026
Same period 2025 Same period 2024
Rank 8 11 41
Rank change year-on-year +3 +30 +54
Permanent jobs citing AI 9,487 5,292 3,798
As % of all permanent jobs in the UK 8.62% 10.64% 4.69%
As % of the Processes & Methodologies category 11.80% 12.01% 5.81%
Number of salaries quoted 5,357 1,550 1,712
10th Percentile £41,250 £29,975 £41,250
25th Percentile £52,500 £46,250 £55,000
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% -
75th Percentile £95,000 £97,500 £94,000
90th Percentile £112,500 £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 80,423 44,076 65,401
As % of all permanent jobs advertised in the UK 73.05% 88.58% 80.81%
Number of salaries quoted 55,931 25,099 39,866
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £56,341
Median % change year-on-year +9.09% -2.38% -6.10%
75th Percentile £79,938 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £51,350
% change year-on-year +15.79% -7.50% -5.93%

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 3 September 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 3 September 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 +3 8,358 £72,500 +3.57% 15,037
UK excluding London -4 5,425 £65,000 +13.04% 6,075
London +11 3,438 £85,000 - 10,673
Work from Home 0 3,031 £70,000 +13.82% 6,640
North of England +3 1,617 £66,000 +14.78% 1,373
South East -7 1,194 £62,500 +19.05% 1,361
North West +19 889 £67,500 +12.50% 878
Midlands -10 830 £60,000 - 612
South West +9 625 £69,056 +20.10% 875
West Midlands -5 559 £62,000 +3.33% 370
East of England +28 523 £60,000 +9.09% 637
Yorkshire -8 467 £65,000 +13.04% 371
Scotland -5 283 £75,000 +15.38% 818
East Midlands -20 271 £52,500 -19.23% 241
North East -2 261 £65,000 +90.24% 132
Wales +10 221 £66,000 +20.00% 92
Northern Ireland +7 156 £74,830 -14.48% 357

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
1 257 (2.71%) SharePoint
2 116 (1.22%) Confluence
3 98 (1.03%) Apache Spark
4 96 (1.01%) Apache Airflow
5 84 (0.89%) CMS
6 72 (0.76%) Apache
6 72 (0.76%) Microsoft Exchange
7 38 (0.40%) WordPress
8 31 (0.33%) SAS
9 30 (0.32%) Palantir Foundry
10 17 (0.18%) Jupyter
11 12 (0.13%) Camunda
11 12 (0.13%) IIS
12 9 (0.095%) nginx
12 9 (0.095%) Sitecore CMS
13 8 (0.084%) Headless CMS
13 8 (0.084%) OpenStack
14 7 (0.074%) Adobe Experience Manager
14 7 (0.074%) Oracle SOA Suite
15 5 (0.053%) Apache Pig
Applications
1 717 (7.56%) Microsoft Excel
2 104 (1.10%) Chatbot
3 101 (1.06%) Microsoft Office
4 63 (0.66%) Microsoft PowerPoint
5 33 (0.35%) UserZoom
6 27 (0.28%) MS Visio
7 23 (0.24%) 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 12 (0.13%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.084%) LaTeX
14 8 (0.084%) SPSS
15 6 (0.063%) Adobe Premiere
15 6 (0.063%) Trello
16 5 (0.053%) Camtasia
16 5 (0.053%) Moqups
Business Applications
1 112 (1.18%) Dynamics CRM
2 53 (0.56%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.13%) Payment Gateway
7 11 (0.12%) Shopify
8 8 (0.084%) Dynamics NAV
8 8 (0.084%) Elite 3E
8 8 (0.084%) Sage 50
8 8 (0.084%) SAP MDG
9 7 (0.074%) Carpe Diem
9 7 (0.074%) Distributed Ledger
10 5 (0.053%) Oracle ERP
10 5 (0.053%) Sage 200
10 5 (0.053%) Salesforce CRM
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Magento
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Primavera
Cloud Services
1 2,834 (29.87%) Azure
2 1,605 (16.92%) AWS
3 1,240 (13.07%) Power Platform
4 1,201 (12.66%) Azure AI
5 719 (7.58%) SaaS
6 660 (6.96%) GCP
7 478 (5.04%) Microsoft 365
8 451 (4.75%) GitHub
9 357 (3.76%) Microsoft Copilot
10 331 (3.49%) Azure DevOps
11 300 (3.16%) Snowflake
12 286 (3.01%) Anthropic Claude
13 284 (2.99%) Serverless
14 218 (2.30%) Entra ID
15 217 (2.29%) GitHub Copilot
15 217 (2.29%) Power Automate
16 159 (1.68%) Cloud Computing
17 148 (1.56%) Azure Synapse Analytics
18 144 (1.52%) PowerApps
19 133 (1.40%) dbt
Communications & Networking
1 235 (2.48%) Broadband
2 117 (1.23%) Internet
3 100 (1.05%) Firewall
4 96 (1.01%) Network Security
5 82 (0.86%) VPN
6 74 (0.78%) DNS
7 35 (0.37%) WAN
8 34 (0.36%) TCP/IP
9 29 (0.31%) BGP
10 28 (0.30%) VLAN
11 26 (0.27%) DHCP
12 21 (0.22%) HTTP
13 20 (0.21%) OSPF
13 20 (0.21%) Wireless
14 19 (0.20%) LAN
14 19 (0.20%) MQTT
15 18 (0.19%) VoIP
16 15 (0.16%) SMS
17 14 (0.15%) CTI
18 13 (0.14%) Wi-Fi
Database & Business Intelligence
1 968 (10.20%) Power BI
2 647 (6.82%) Tableau
3 278 (2.93%) MongoDB
4 249 (2.62%) Data Warehouse
5 237 (2.50%) SQL Server
6 224 (2.36%) PostgreSQL
7 207 (2.18%) Azure SQL Database
8 197 (2.08%) Data Lake
9 185 (1.95%) Metadata
10 163 (1.72%) NoSQL
11 125 (1.32%) Big Data
12 117 (1.23%) Relational Database
13 96 (1.01%) MySQL
14 83 (0.87%) BigQuery
15 60 (0.63%) Redis
15 60 (0.63%) Semantic Layer
16 59 (0.62%) DynamoDB
17 58 (0.61%) Elasticsearch
17 58 (0.61%) Star Schema
18 57 (0.60%) Delta Lake
Development Applications
1 319 (3.36%) Git
2 180 (1.90%) JIRA
3 168 (1.77%) Claude Code
4 128 (1.35%) Jenkins
5 103 (1.09%) GitLab
6 57 (0.60%) MLflow
7 41 (0.43%) Selenium
8 36 (0.38%) JUnit
9 35 (0.37%) Maven
10 31 (0.33%) Postman
11 30 (0.32%) Cypress.io
12 27 (0.28%) Snyk
13 19 (0.20%) Visual Studio Code
14 17 (0.18%) Mockito
15 16 (0.17%) Cucumber
16 14 (0.15%) Gatling
16 14 (0.15%) Spock
17 13 (0.14%) JMeter
17 13 (0.14%) Vite
18 10 (0.11%) REST Assured
General
1 2,948 (31.07%) Social Skills
2 2,104 (22.18%) Finance
3 1,049 (11.06%) Analytical Skills
4 792 (8.35%) Marketing
5 750 (7.91%) Inclusion and Diversity
6 564 (5.94%) Legal
7 532 (5.61%) Public Sector
8 502 (5.29%) Law
9 404 (4.26%) Banking
10 330 (3.48%) Retail
11 264 (2.78%) Influencing Skills
12 251 (2.65%) Games
13 233 (2.46%) Organisational Skills
14 212 (2.23%) Manufacturing
15 137 (1.44%) Presentation Skills
16 136 (1.43%) Financial Institution
17 112 (1.18%) Advertising
18 102 (1.08%) Telecoms
19 87 (0.92%) Legal Technology
20 71 (0.75%) Aerospace
Job Titles
1 1,684 (17.75%) Senior
2 1,034 (10.90%) Lead
3 986 (10.39%) Architect
4 918 (9.68%) Developer
5 915 (9.64%) Analyst
6 775 (8.17%) Artificial Intelligence Engineer
7 631 (6.65%) Software Engineer
8 574 (6.05%) Data Analyst
9 565 (5.96%) Junior
10 503 (5.30%) Junior Analyst
11 497 (5.24%) Junior Data Analyst
12 398 (4.20%) Solutions Architect
13 388 (4.09%) Data Engineer
14 377 (3.97%) Consultant
15 257 (2.71%) Senior Manager
16 242 (2.55%) Data Scientist
17 236 (2.49%) Python Engineer
18 225 (2.37%) Artificial Intelligence Architect
19 209 (2.20%) .NET Developer
20 207 (2.18%) Data Architect
Libraries, Frameworks & Software Standards
1 525 (5.53%) React
2 457 (4.82%) .NET
3 445 (4.69%) Terraform
4 289 (3.05%) REST
5 267 (2.81%) Node.js
6 247 (2.60%) LangChain
7 237 (2.50%) CSS
8 235 (2.48%) HTML
9 211 (2.22%) RESTful
10 205 (2.16%) ASP.NET
11 187 (1.97%) ASP.NET Core
12 184 (1.94%) Kafka
13 181 (1.91%) .NET Core
14 171 (1.80%) PyTorch
15 156 (1.64%) ML.NET
16 141 (1.49%) TensorFlow
17 135 (1.42%) Next.js
18 129 (1.36%) LangGraph
19 128 (1.35%) Blazor
20 119 (1.25%) Spring
Miscellaneous
1 695 (7.33%) Cloud Native
2 667 (7.03%) AI Agents
3 415 (4.37%) Onboarding
4 313 (3.30%) Distributed Systems
5 310 (3.27%) Product Ownership
6 234 (2.47%) Social Media
7 195 (2.06%) Self-Motivation
8 194 (2.04%) Blog
9 193 (2.03%) Management Information System
10 169 (1.78%) Algorithms
11 151 (1.59%) Enterprise Software
12 145 (1.53%) Low-Code
13 143 (1.51%) Robotics
14 127 (1.34%) Data Centre
15 111 (1.17%) Marketing Technology
16 109 (1.15%) Cyber Threat
17 101 (1.06%) Legacy Systems
18 94 (0.99%) Greenfield Project
19 92 (0.97%) Virtual Team
20 85 (0.90%) Mobile App
Operating Systems
1 236 (2.49%) Windows
2 225 (2.37%) Linux
3 69 (0.73%) Windows Server
4 56 (0.59%) Android
5 34 (0.36%) Apple iOS
6 25 (0.26%) VMS
7 19 (0.20%) Unix
8 18 (0.19%) Ubuntu
9 17 (0.18%) Mac OS
10 9 (0.095%) Debian
11 7 (0.074%) Red Hat Enterprise Linux
12 6 (0.063%) Embedded Linux
12 6 (0.063%) Windows 10
13 5 (0.053%) Kali Linux
13 5 (0.053%) Windows Server 2019
14 3 (0.032%) CentOS
14 3 (0.032%) Gentoo
14 3 (0.032%) Solaris
15 2 (0.021%) Robot Operating System
16 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,031 (21.41%) Machine Learning
2 1,901 (20.04%) Analytics
3 1,619 (17.07%) Agile
4 1,440 (15.18%) Software Engineering
5 1,347 (14.20%) Roadmaps
6 1,342 (14.15%) CI/CD
7 1,258 (13.26%) Continuous Improvement
8 1,220 (12.86%) Problem-Solving
9 1,191 (12.55%) Business Intelligence
10 1,145 (12.07%) Decision-Making
11 1,089 (11.48%) LLM
12 1,007 (10.61%) Mentoring
13 965 (10.17%) DevOps
14 908 (9.57%) Stakeholder Management
15 863 (9.10%) Generative AI
16 796 (8.39%) Data Science
17 741 (7.81%) Full-Stack Development
18 655 (6.90%) Cybersecurity
19 610 (6.43%) Data Engineering
19 610 (6.43%) Data Modelling
Programming Languages
1 2,846 (30.00%) Python
2 1,786 (18.83%) SQL
3 554 (5.84%) JavaScript
4 542 (5.71%) C#
5 463 (4.88%) TypeScript
6 420 (4.43%) Java
7 191 (2.01%) C++
8 157 (1.65%) PowerShell
9 112 (1.18%) Go
10 106 (1.12%) Bash
11 75 (0.79%) Bicep
12 70 (0.74%) C
13 65 (0.69%) Scala
14 64 (0.67%) PHP
14 64 (0.67%) R
15 59 (0.62%) Rust
16 48 (0.51%) Ruby
17 44 (0.46%) Data Analysis Expressions
18 43 (0.45%) Kotlin
19 28 (0.30%) Kusto Query Language
Qualifications
1 1,030 (10.86%) Degree
2 950 (10.01%) Azure Certification
3 675 (7.11%) Security Cleared
4 381 (4.02%) SC Cleared
5 275 (2.90%) Computer Science Degree
6 215 (2.27%) Master's Degree
7 201 (2.12%) DV Cleared
8 160 (1.69%) AWS Certification
9 144 (1.52%) CISSP
10 119 (1.25%) PhD
11 105 (1.11%) CISM
12 100 (1.05%) Microsoft Certification
13 99 (1.04%) ACCA
14 82 (0.86%) CIMA
15 72 (0.76%) AWS Certified Solutions Architect
16 68 (0.72%) DBS Check
17 65 (0.69%) A+ Certification
18 63 (0.66%) Network+ Certification
19 50 (0.53%) BPSS Clearance
20 49 (0.52%) MBA
Quality Assurance & Compliance
1 523 (5.51%) Data Quality
2 357 (3.76%) Accessibility
3 323 (3.40%) QA
4 272 (2.87%) GDPR
5 168 (1.77%) ISO/IEC 27001
6 121 (1.28%) GRC
7 117 (1.23%) NIST
8 81 (0.85%) SLA
9 67 (0.71%) WCAG
10 58 (0.61%) Cyber Essentials
11 41 (0.43%) PMO
12 35 (0.37%) NCSC
13 32 (0.34%) California Consumer Privacy Act
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
1 534 (5.63%) Docker
2 167 (1.76%) Active Directory
3 98 (1.03%) Virtual Machines
4 58 (0.61%) VMware Infrastructure
5 26 (0.27%) Firmware
6 24 (0.25%) Hyper-V
7 22 (0.23%) Virtual Desktop
8 19 (0.20%) vSphere
9 12 (0.13%) Embedded Firmware
10 8 (0.084%) Ceph
11 6 (0.063%) IAG
12 4 (0.042%) VMware ESXi
12 4 (0.042%) VMware NSX
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
1 557 (5.87%) Kubernetes
2 150 (1.58%) Microsoft Intune
3 81 (0.85%) Ansible
4 79 (0.83%) Grafana
5 61 (0.64%) Prometheus
6 28 (0.30%) Puppet
7 21 (0.22%) Single Sign-On
8 20 (0.21%) Argo
9 19 (0.20%) Kubeflow
10 17 (0.18%) Podman
11 14 (0.15%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.074%) Check_MK
13 7 (0.074%) Nagios
13 7 (0.074%) Nessus
14 6 (0.063%) Hadoop YARN
14 6 (0.063%) Proxmox
14 6 (0.063%) SCCM
15 5 (0.053%) Microsoft Clustering
15 5 (0.053%) Packer
Vendors
1 2,143 (22.59%) Microsoft
2 450 (4.74%) Databricks
3 433 (4.56%) Google
4 279 (2.94%) OpenAI
5 203 (2.14%) Adobe
6 176 (1.86%) Salesforce
7 128 (1.35%) SAP
8 119 (1.25%) Cisco
9 106 (1.12%) Oracle
10 102 (1.08%) ServiceNow
11 99 (1.04%) Foundry
12 92 (0.97%) Dell
13 87 (0.92%) YouTube
14 78 (0.82%) HubSpot
15 69 (0.73%) Apple
16 67 (0.71%) VMware
17 62 (0.65%) CyberArk
17 62 (0.65%) Facebook
18 47 (0.50%) Palo Alto
19 44 (0.46%) Sage