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

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 51
Rank change year-on-year +1 +42 +35
Permanent jobs citing AI 10,080 6,237 3,062
As % of all permanent jobs in the UK 8.53% 12.58% 4.11%
As % of the Processes & Methodologies category 11.67% 14.12% 5.02%
Number of salaries quoted 5,758 1,614 1,520
10th Percentile £41,250 £35,000 £41,250
25th Percentile £52,500 £50,000 £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 £93,750
90th Percentile £110,000 £121,250 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -1.94%

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 86,399 44,171 61,013
As % of all permanent jobs advertised in the UK 73.12% 89.11% 81.89%
Number of salaries quoted 59,417 24,443 33,150
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,250 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,700
Median % change year-on-year +9.09% -6.30% -2.17%
75th Percentile £78,750 £75,000 £77,500
90th Percentile £100,000 £95,000 £96,250
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

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 October 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 October 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 +1 8,846 £72,500 +1.40% 22,882
UK excluding London -8 5,548 £65,000 +8.33% 11,145
London +9 3,830 £85,000 +6.25% 14,609
Work from Home -3 3,244 £70,000 +7.69% 11,026
North of England -7 1,641 £66,000 +10.00% 2,460
South East -6 1,250 £62,500 +19.05% 2,336
North West +10 983 £67,500 +6.32% 1,429
Midlands -13 827 £62,500 +4.17% 1,160
South West -1 641 £69,056 +15.09% 1,148
West Midlands -8 559 £62,500 +4.17% 724
East of England +13 518 £60,100 +4.52% 1,016
Yorkshire -10 408 £65,000 -11.86% 719
Scotland -8 301 £85,000 +30.77% 1,852
East Midlands -23 268 £52,500 -19.23% 436
North East -11 250 £66,000 +155.47% 331
Wales -1 235 £66,000 +20.00% 567
Northern Ireland 0 152 £74,830 -6.46% 678

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
1 299 (2.97%) SharePoint
2 137 (1.36%) Confluence
3 106 (1.05%) CMS
4 88 (0.87%) Microsoft Exchange
5 83 (0.82%) Apache Spark
6 76 (0.75%) Apache
7 71 (0.70%) Apache Airflow
8 43 (0.43%) WordPress
9 34 (0.34%) SAS
10 21 (0.21%) Palantir Foundry
11 16 (0.16%) Jupyter
12 15 (0.15%) IIS
13 12 (0.12%) Adobe Experience Manager
13 12 (0.12%) Camunda
13 12 (0.12%) nginx
14 10 (0.099%) Headless CMS
15 9 (0.089%) Sitecore CMS
16 8 (0.079%) OpenStack
17 7 (0.069%) Oracle SOA Suite
17 7 (0.069%) Oracle Workflow
Applications
1 523 (5.19%) Microsoft Excel
2 146 (1.45%) Microsoft Office
3 98 (0.97%) Chatbot
4 89 (0.88%) Microsoft PowerPoint
5 39 (0.39%) MS Visio
6 31 (0.31%) Adobe Creative Suite
7 26 (0.26%) Spreadsheet
8 21 (0.21%) Adobe Illustrator
9 20 (0.20%) Photoshop
10 17 (0.17%) Adobe After Effects
10 17 (0.17%) UserZoom
11 16 (0.16%) Simulink
12 15 (0.15%) Microsoft Project
13 14 (0.14%) InDesign
14 8 (0.079%) LaTeX
14 8 (0.079%) SPSS
14 8 (0.079%) Trello
15 7 (0.069%) Moqups
15 7 (0.069%) Revit
16 6 (0.060%) Adobe XD
Business Applications
1 134 (1.33%) Dynamics CRM
2 61 (0.61%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 19 (0.19%) NetSuite
6 17 (0.17%) Shopify
7 12 (0.12%) Payment Gateway
8 11 (0.11%) Distributed Ledger
9 10 (0.099%) Elite 3E
10 8 (0.079%) Carpe Diem
10 8 (0.079%) Dynamics AX
10 8 (0.079%) Dynamics NAV
10 8 (0.079%) Oracle Procure-to-Pay
10 8 (0.079%) Sage 50
10 8 (0.079%) Salesforce CRM
10 8 (0.079%) SAP MDG
11 6 (0.060%) Sage 200
12 5 (0.050%) SAP BPC
12 5 (0.050%) SAP PSCD
13 4 (0.040%) Magento
Cloud Services
1 2,563 (25.43%) Azure
2 1,708 (16.94%) AWS
3 1,065 (10.57%) Power Platform
4 832 (8.25%) SaaS
5 796 (7.90%) Azure AI
6 714 (7.08%) GCP
7 570 (5.65%) Microsoft 365
8 517 (5.13%) GitHub
9 436 (4.33%) Microsoft Copilot
10 352 (3.49%) Azure DevOps
11 308 (3.06%) Anthropic Claude
11 308 (3.06%) Serverless
12 269 (2.67%) Snowflake
13 256 (2.54%) Power Automate
14 234 (2.32%) GitHub Copilot
15 231 (2.29%) Entra ID
16 167 (1.66%) PowerApps
17 162 (1.61%) Copilot Studio
18 155 (1.54%) Microsoft Purview
19 147 (1.46%) Cloud Computing
Communications & Networking
1 137 (1.36%) Internet
2 136 (1.35%) Broadband
3 118 (1.17%) Firewall
4 105 (1.04%) Network Security
5 96 (0.95%) VPN
6 85 (0.84%) DNS
7 41 (0.41%) WAN
8 39 (0.39%) TCP/IP
9 34 (0.34%) DHCP
10 32 (0.32%) 5G
11 30 (0.30%) VLAN
12 28 (0.28%) BGP
13 25 (0.25%) Wireless
14 24 (0.24%) LAN
15 23 (0.23%) HTTP
16 20 (0.20%) SMS
17 19 (0.19%) OSPF
17 19 (0.19%) VoIP
18 18 (0.18%) MQTT
19 16 (0.16%) Wi-Fi
Database & Business Intelligence
1 760 (7.54%) Power BI
2 373 (3.70%) Tableau
3 277 (2.75%) MongoDB
4 254 (2.52%) PostgreSQL
5 240 (2.38%) SQL Server
6 219 (2.17%) Data Warehouse
7 216 (2.14%) Metadata
8 198 (1.96%) Azure SQL Database
9 176 (1.75%) NoSQL
10 163 (1.62%) Data Lake
11 149 (1.48%) Big Data
12 132 (1.31%) Relational Database
13 105 (1.04%) MySQL
14 74 (0.73%) BigQuery
15 68 (0.67%) Redis
16 65 (0.64%) DynamoDB
17 64 (0.63%) Semantic Layer
18 60 (0.60%) Star Schema
19 59 (0.59%) Amazon RDS
20 57 (0.57%) Delta Lake
Development Applications
1 363 (3.60%) Git
2 228 (2.26%) JIRA
3 200 (1.98%) Claude Code
4 134 (1.33%) Jenkins
5 131 (1.30%) GitLab
6 47 (0.47%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 32 (0.32%) Postman
11 30 (0.30%) Cypress.io
12 27 (0.27%) Snyk
13 20 (0.20%) Cucumber
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
17 13 (0.13%) Gatling
18 11 (0.11%) REST Assured
General
1 2,941 (29.18%) Social Skills
2 2,484 (24.64%) Finance
3 1,193 (11.84%) Analytical Skills
4 1,035 (10.27%) Marketing
5 882 (8.75%) Inclusion and Diversity
6 635 (6.30%) Legal
7 609 (6.04%) Public Sector
8 528 (5.24%) Law
9 496 (4.92%) Banking
10 389 (3.86%) Retail
11 329 (3.26%) Influencing Skills
12 277 (2.75%) Organisational Skills
13 256 (2.54%) Manufacturing
14 172 (1.71%) Games
15 165 (1.64%) Presentation Skills
16 158 (1.57%) Financial Institution
17 149 (1.48%) Advertising
18 131 (1.30%) Telecoms
19 94 (0.93%) Legal Technology
20 92 (0.91%) Aerospace
Job Titles
1 1,962 (19.46%) Senior
2 1,095 (10.86%) Lead
3 1,041 (10.33%) Architect
4 996 (9.88%) Developer
5 764 (7.58%) Software Engineer
6 750 (7.44%) Artificial Intelligence Engineer
7 694 (6.88%) Analyst
8 425 (4.22%) Consultant
9 413 (4.10%) Data Engineer
10 403 (4.00%) Solutions Architect
11 333 (3.30%) Senior Manager
12 310 (3.08%) Data Analyst
13 289 (2.87%) Junior
14 270 (2.68%) Python Engineer
15 269 (2.67%) Data Scientist
16 244 (2.42%) Artificial Intelligence Architect
17 228 (2.26%) Junior Analyst
18 226 (2.24%) Senior Developer
19 221 (2.19%) Junior Data Analyst
20 218 (2.16%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 553 (5.49%) React
2 508 (5.04%) Terraform
3 492 (4.88%) .NET
4 344 (3.41%) REST
5 283 (2.81%) Node.js
6 253 (2.51%) LangChain
7 239 (2.37%) CSS
8 235 (2.33%) HTML
9 211 (2.09%) RESTful
10 198 (1.96%) ASP.NET
11 178 (1.77%) ASP.NET Core
12 176 (1.75%) Kafka
13 174 (1.73%) .NET Core
14 153 (1.52%) PyTorch
15 148 (1.47%) ML.NET
16 146 (1.45%) LangGraph
17 141 (1.40%) Spring
18 136 (1.35%) Next.js
19 130 (1.29%) TensorFlow
20 125 (1.24%) FastAPI
Miscellaneous
1 801 (7.95%) AI Agents
2 714 (7.08%) Cloud Native
3 538 (5.34%) Onboarding
4 349 (3.46%) Distributed Systems
5 342 (3.39%) Product Ownership
6 281 (2.79%) Management Information System
7 229 (2.27%) Self-Motivation
8 208 (2.06%) Blog
9 195 (1.93%) Social Media
10 189 (1.88%) Algorithms
11 184 (1.83%) Enterprise Software
12 163 (1.62%) Marketing Technology
13 155 (1.54%) Robotics
14 152 (1.51%) Cyber Threat
15 151 (1.50%) Low-Code
16 132 (1.31%) Data Centre
17 105 (1.04%) Greenfield Project
18 102 (1.01%) Legacy Systems
19 95 (0.94%) IoT
20 92 (0.91%) Mobile App
Operating Systems
1 262 (2.60%) Linux
1 262 (2.60%) Windows
2 77 (0.76%) Windows Server
3 55 (0.55%) Android
4 36 (0.36%) Apple iOS
5 28 (0.28%) Mac OS
6 26 (0.26%) Unix
7 25 (0.25%) VMS
8 22 (0.22%) Ubuntu
9 11 (0.11%) Debian
9 11 (0.11%) Embedded Linux
10 9 (0.089%) Windows 10
11 8 (0.079%) Red Hat Enterprise Linux
11 8 (0.079%) Windows Server 2019
12 7 (0.069%) Kali Linux
13 6 (0.060%) CentOS
14 5 (0.050%) Solaris
15 4 (0.040%) Robot Operating System
16 3 (0.030%) Gentoo
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,058 (20.42%) Machine Learning
2 1,989 (19.73%) Analytics
3 1,642 (16.29%) Software Engineering
4 1,612 (15.99%) Agile
5 1,470 (14.58%) Continuous Improvement
6 1,451 (14.39%) CI/CD
7 1,389 (13.78%) Problem-Solving
8 1,358 (13.47%) Roadmaps
9 1,232 (12.22%) Decision-Making
10 1,175 (11.66%) Stakeholder Management
11 1,171 (11.62%) LLM
12 1,088 (10.79%) Mentoring
13 1,034 (10.26%) DevOps
14 996 (9.88%) Business Intelligence
15 958 (9.50%) Generative AI
16 837 (8.30%) Data Science
17 770 (7.64%) Cybersecurity
18 758 (7.52%) Full-Stack Development
19 692 (6.87%) Coaching
20 674 (6.69%) Stakeholder Engagement
Programming Languages
1 2,612 (25.91%) Python
2 1,589 (15.76%) SQL
3 607 (6.02%) C#
4 595 (5.90%) JavaScript
5 542 (5.38%) TypeScript
6 469 (4.65%) Java
7 220 (2.18%) C++
8 181 (1.80%) PowerShell
9 123 (1.22%) Go
10 121 (1.20%) Bash
11 83 (0.82%) R
12 77 (0.76%) C
12 77 (0.76%) PHP
13 70 (0.69%) Rust
14 68 (0.67%) Bicep
14 68 (0.67%) Scala
15 51 (0.51%) Ruby
16 46 (0.46%) Data Analysis Expressions
17 40 (0.40%) Kotlin
18 30 (0.30%) Kusto Query Language
Qualifications
1 1,136 (11.27%) Degree
2 847 (8.40%) Security Cleared
3 589 (5.84%) Azure Certification
4 499 (4.95%) SC Cleared
5 309 (3.07%) Computer Science Degree
6 248 (2.46%) Master's Degree
7 216 (2.14%) DV Cleared
8 181 (1.80%) AWS Certification
9 168 (1.67%) CISSP
10 133 (1.32%) Microsoft Certification
11 129 (1.28%) PhD
12 126 (1.25%) ACCA
13 123 (1.22%) CISM
14 108 (1.07%) DBS Check
15 107 (1.06%) CIMA
16 78 (0.77%) AWS Certified Solutions Architect
17 67 (0.66%) A+ Certification
18 66 (0.65%) Network+ Certification
19 64 (0.63%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 622 (6.17%) Data Quality
2 342 (3.39%) QA
3 326 (3.23%) Accessibility
4 314 (3.12%) GDPR
5 201 (1.99%) ISO/IEC 27001
6 145 (1.44%) NIST
7 125 (1.24%) GRC
8 91 (0.90%) SLA
9 69 (0.68%) Cyber Essentials
10 57 (0.57%) WCAG
11 51 (0.51%) NCSC
12 43 (0.43%) PMO
13 35 (0.35%) PCI DSS
14 34 (0.34%) Actionable Recommendations
14 34 (0.34%) Cyber Essentials PLUS
15 27 (0.27%) ISO/IEC 42001
16 26 (0.26%) EU AI Act
17 23 (0.23%) NIST 800
18 21 (0.21%) IFRS
19 19 (0.19%) SOC 2
System Software
1 576 (5.71%) Docker
2 178 (1.77%) Active Directory
3 72 (0.71%) VMware Infrastructure
4 67 (0.66%) Virtual Machines
5 27 (0.27%) Hyper-V
6 26 (0.26%) Virtual Desktop
7 24 (0.24%) Firmware
7 24 (0.24%) vSphere
8 12 (0.12%) Embedded Firmware
9 8 (0.079%) Ceph
9 8 (0.079%) VMware ESXi
10 6 (0.060%) IAG
11 4 (0.040%) Slurm Workload Manager
11 4 (0.040%) VMware NSX
12 2 (0.020%) Lustre
12 2 (0.020%) NFS
12 2 (0.020%) ProxySG
12 2 (0.020%) Snort
12 2 (0.020%) VMware Workstation
13 1 (0.010%) KVM
Systems Management
1 607 (6.02%) Kubernetes
2 157 (1.56%) Microsoft Intune
3 98 (0.97%) Grafana
4 95 (0.94%) Ansible
5 73 (0.72%) Prometheus
6 35 (0.35%) Puppet
7 25 (0.25%) Argo
8 24 (0.24%) Single Sign-On
9 20 (0.20%) Progress Chef
10 18 (0.18%) Podman
11 16 (0.16%) Kubeflow
12 12 (0.12%) Istio
13 8 (0.079%) Nessus
14 7 (0.069%) Autotask
14 7 (0.069%) CASB
14 7 (0.069%) Check_MK
14 7 (0.069%) Proxmox
15 6 (0.060%) Hadoop YARN
15 6 (0.060%) Nagios
15 6 (0.060%) SCCM
Vendors
1 2,082 (20.65%) Microsoft
2 557 (5.53%) Google
3 397 (3.94%) Databricks
4 284 (2.82%) OpenAI
5 252 (2.50%) Salesforce
6 168 (1.67%) Adobe
7 163 (1.62%) SAP
8 136 (1.35%) Oracle
9 134 (1.33%) YouTube
10 129 (1.28%) Cisco
11 119 (1.18%) ServiceNow
12 101 (1.00%) Foundry
13 95 (0.94%) HubSpot
14 85 (0.84%) VMware
15 78 (0.77%) Apple
16 76 (0.75%) TikTok
17 63 (0.63%) Dell
17 63 (0.63%) Facebook
18 61 (0.61%) CyberArk
19 60 (0.60%) Samsung