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

6 months to
6 Oct 2026
Same period 2025 Same period 2024
Rank 8 8 51
Rank change year-on-year 0 +43 +35
Permanent jobs citing AI 10,129 6,239 3,026
As % of all permanent jobs in the UK 8.56% 12.59% 4.13%
As % of the Processes & Methodologies category 11.71% 14.14% 5.04%
Number of salaries quoted 5,766 1,610 1,500
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% -0.10%

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 86,526 44,119 60,045
As % of all permanent jobs advertised in the UK 73.14% 89.04% 81.91%
Number of salaries quoted 59,327 24,381 32,429
10th Percentile £31,250 £28,250 £32,500
25th Percentile £41,250 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
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 6 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 6 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 8,893 £72,500 +3.57% 20,207
UK excluding London -8 5,572 £65,000 +8.33% 7,664
London +9 3,857 £85,000 +6.25% 13,685
Work from Home -3 3,243 £70,150 +7.92% 7,667
North of England -7 1,639 £66,000 +10.00% 1,960
South East -8 1,255 £62,500 +19.05% 1,955
North West +10 982 £67,500 +6.32% 1,190
Midlands -13 836 £62,500 +4.17% 849
South West -1 639 £69,056 +15.09% 725
West Midlands -8 559 £62,500 +4.17% 566
East of England +17 529 £60,100 +9.27% 756
Yorkshire -9 408 £65,000 -11.86% 557
Scotland -8 304 £85,000 +25.93% 946
East Midlands -22 277 £53,750 -17.31% 283
North East -10 249 £66,000 +155.47% 219
Wales -2 235 £66,000 +20.00% 139
Northern Ireland 0 152 £74,830 -6.46% 372

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
1 300 (2.96%) SharePoint
2 138 (1.36%) Confluence
3 111 (1.10%) CMS
4 88 (0.87%) Microsoft Exchange
5 84 (0.83%) Apache Spark
6 77 (0.76%) Apache
7 71 (0.70%) Apache Airflow
8 41 (0.40%) WordPress
9 34 (0.34%) SAS
10 21 (0.21%) Palantir Foundry
11 17 (0.17%) Jupyter
12 15 (0.15%) IIS
13 12 (0.12%) Adobe Experience Manager
13 12 (0.12%) Camunda
13 12 (0.12%) nginx
14 9 (0.089%) Headless CMS
14 9 (0.089%) Sitecore CMS
15 8 (0.079%) OpenStack
16 7 (0.069%) Oracle SOA Suite
16 7 (0.069%) Oracle Workflow
Applications
1 526 (5.19%) Microsoft Excel
2 146 (1.44%) Microsoft Office
3 98 (0.97%) Chatbot
4 90 (0.89%) Microsoft PowerPoint
5 39 (0.39%) MS Visio
6 31 (0.31%) Adobe Creative Suite
7 27 (0.27%) 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 (0.059%) Adobe XD
Business Applications
1 132 (1.30%) Dynamics CRM
2 60 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 21 (0.21%) Cloudability
5 19 (0.19%) NetSuite
6 18 (0.18%) Shopify
7 12 (0.12%) Distributed Ledger
7 12 (0.12%) Payment Gateway
8 10 (0.099%) Elite 3E
9 8 (0.079%) Carpe Diem
9 8 (0.079%) Dynamics AX
9 8 (0.079%) Dynamics NAV
9 8 (0.079%) Oracle Procure-to-Pay
9 8 (0.079%) Sage 50
9 8 (0.079%) Salesforce CRM
9 8 (0.079%) SAP MDG
10 6 (0.059%) Sage 200
11 5 (0.049%) SAP BPC
11 5 (0.049%) SAP PSCD
12 4 (0.039%) Magento
Cloud Services
1 2,564 (25.31%) Azure
2 1,709 (16.87%) AWS
3 1,070 (10.56%) Power Platform
4 843 (8.32%) SaaS
5 798 (7.88%) Azure AI
6 711 (7.02%) GCP
7 573 (5.66%) Microsoft 365
8 518 (5.11%) GitHub
9 437 (4.31%) Microsoft Copilot
10 351 (3.47%) Azure DevOps
11 309 (3.05%) Anthropic Claude
12 304 (3.00%) Serverless
13 270 (2.67%) Snowflake
14 254 (2.51%) Power Automate
15 234 (2.31%) GitHub Copilot
16 229 (2.26%) Entra ID
17 166 (1.64%) PowerApps
18 162 (1.60%) Copilot Studio
19 156 (1.54%) Microsoft Purview
20 147 (1.45%) Cloud Computing
Communications & Networking
1 137 (1.35%) Broadband
2 136 (1.34%) Internet
3 118 (1.16%) Firewall
4 105 (1.04%) Network Security
5 97 (0.96%) VPN
6 86 (0.85%) DNS
7 41 (0.40%) WAN
8 40 (0.39%) TCP/IP
9 35 (0.35%) DHCP
10 32 (0.32%) 5G
11 30 (0.30%) VLAN
12 28 (0.28%) BGP
13 26 (0.26%) Wireless
14 25 (0.25%) LAN
15 22 (0.22%) HTTP
16 19 (0.19%) OSPF
16 19 (0.19%) SMS
16 19 (0.19%) VoIP
17 17 (0.17%) MQTT
17 17 (0.17%) Wi-Fi
Database & Business Intelligence
1 762 (7.52%) Power BI
2 373 (3.68%) Tableau
3 276 (2.72%) MongoDB
4 252 (2.49%) PostgreSQL
5 238 (2.35%) SQL Server
6 218 (2.15%) Data Warehouse
7 216 (2.13%) Metadata
8 197 (1.94%) Azure SQL Database
9 176 (1.74%) NoSQL
10 162 (1.60%) Data Lake
11 149 (1.47%) Big Data
12 133 (1.31%) Relational Database
13 104 (1.03%) MySQL
14 74 (0.73%) BigQuery
15 68 (0.67%) Redis
16 65 (0.64%) DynamoDB
17 64 (0.63%) Semantic Layer
18 60 (0.59%) Star Schema
19 59 (0.58%) Amazon RDS
20 57 (0.56%) Delta Lake
Development Applications
1 363 (3.58%) Git
2 228 (2.25%) JIRA
3 201 (1.98%) Claude Code
4 134 (1.32%) Jenkins
5 132 (1.30%) GitLab
6 47 (0.46%) MLflow
7 38 (0.38%) Selenium
8 36 (0.36%) JUnit
9 34 (0.34%) Maven
10 32 (0.32%) Postman
11 30 (0.30%) Cypress.io
12 24 (0.24%) 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 12 (0.12%) REST Assured
General
1 2,950 (29.12%) Social Skills
2 2,508 (24.76%) Finance
3 1,197 (11.82%) Analytical Skills
4 1,057 (10.44%) Marketing
5 902 (8.91%) Inclusion and Diversity
6 637 (6.29%) Legal
7 611 (6.03%) Public Sector
8 525 (5.18%) Law
9 498 (4.92%) Banking
10 396 (3.91%) Retail
11 334 (3.30%) Influencing Skills
12 279 (2.75%) Organisational Skills
13 255 (2.52%) Manufacturing
14 171 (1.69%) Games
15 169 (1.67%) Presentation Skills
16 158 (1.56%) Financial Institution
17 151 (1.49%) Advertising
18 129 (1.27%) Telecoms
19 93 (0.92%) Legal Technology
20 92 (0.91%) Aerospace
Job Titles
1 1,972 (19.47%) Senior
2 1,097 (10.83%) Lead
3 1,034 (10.21%) Architect
4 996 (9.83%) Developer
5 769 (7.59%) Software Engineer
6 754 (7.44%) Artificial Intelligence Engineer
7 689 (6.80%) Analyst
8 440 (4.34%) Consultant
9 416 (4.11%) Data Engineer
10 400 (3.95%) Solutions Architect
11 337 (3.33%) Senior Manager
12 310 (3.06%) Data Analyst
13 290 (2.86%) Junior
14 269 (2.66%) Data Scientist
15 268 (2.65%) Python Engineer
16 246 (2.43%) Artificial Intelligence Architect
17 229 (2.26%) Senior Developer
18 228 (2.25%) Junior Analyst
19 221 (2.18%) Junior Data Analyst
20 218 (2.15%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 551 (5.44%) React
2 511 (5.04%) Terraform
3 488 (4.82%) .NET
4 353 (3.49%) REST
5 284 (2.80%) Node.js
6 252 (2.49%) LangChain
7 246 (2.43%) CSS
8 234 (2.31%) HTML
9 211 (2.08%) RESTful
10 197 (1.94%) ASP.NET
11 178 (1.76%) ASP.NET Core
12 175 (1.73%) Kafka
13 174 (1.72%) .NET Core
14 154 (1.52%) PyTorch
15 148 (1.46%) ML.NET
16 146 (1.44%) LangGraph
17 142 (1.40%) Spring
18 133 (1.31%) Next.js
19 131 (1.29%) TensorFlow
20 124 (1.22%) FastAPI
Miscellaneous
1 810 (8.00%) AI Agents
2 718 (7.09%) Cloud Native
3 567 (5.60%) Onboarding
4 347 (3.43%) Distributed Systems
5 343 (3.39%) Product Ownership
6 290 (2.86%) Management Information System
7 227 (2.24%) Self-Motivation
8 209 (2.06%) Blog
9 197 (1.94%) Social Media
10 189 (1.87%) Algorithms
11 186 (1.84%) Enterprise Software
12 176 (1.74%) Marketing Technology
13 154 (1.52%) Cyber Threat
14 152 (1.50%) Low-Code
14 152 (1.50%) Robotics
15 127 (1.25%) Data Centre
16 105 (1.04%) Greenfield Project
17 101 (1.00%) Legacy Systems
18 100 (0.99%) Virtual Team
19 94 (0.93%) IoT
Operating Systems
1 265 (2.62%) Linux
1 265 (2.62%) Windows
2 76 (0.75%) Windows Server
3 55 (0.54%) Android
4 36 (0.36%) Apple iOS
5 29 (0.29%) Mac OS
6 26 (0.26%) Unix
7 23 (0.23%) VMS
8 22 (0.22%) Ubuntu
9 11 (0.11%) Debian
9 11 (0.11%) Embedded Linux
10 10 (0.099%) 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 (0.059%) CentOS
14 5 (0.049%) Solaris
15 4 (0.039%) Robot Operating System
16 3 (0.030%) Gentoo
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,061 (20.35%) Machine Learning
2 1,993 (19.68%) Analytics
3 1,656 (16.35%) Software Engineering
4 1,613 (15.92%) Agile
5 1,478 (14.59%) Continuous Improvement
6 1,449 (14.31%) CI/CD
7 1,388 (13.70%) Problem-Solving
8 1,364 (13.47%) Roadmaps
9 1,237 (12.21%) Decision-Making
10 1,198 (11.83%) Stakeholder Management
11 1,177 (11.62%) LLM
12 1,082 (10.68%) Mentoring
13 1,038 (10.25%) DevOps
14 998 (9.85%) Business Intelligence
15 975 (9.63%) Generative AI
16 839 (8.28%) Data Science
17 778 (7.68%) Cybersecurity
18 754 (7.44%) Full-Stack Development
19 695 (6.86%) Coaching
20 690 (6.81%) Stakeholder Engagement
Programming Languages
1 2,629 (25.96%) Python
2 1,590 (15.70%) SQL
3 603 (5.95%) C#
4 601 (5.93%) JavaScript
5 545 (5.38%) TypeScript
6 471 (4.65%) Java
7 221 (2.18%) C++
8 181 (1.79%) PowerShell
9 124 (1.22%) Go
10 121 (1.19%) 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%) Scala
15 67 (0.66%) Bicep
16 51 (0.50%) Ruby
17 46 (0.45%) Data Analysis Expressions
18 40 (0.39%) Kotlin
19 30 (0.30%) Kusto Query Language
Qualifications
1 1,147 (11.32%) Degree
2 852 (8.41%) Security Cleared
3 589 (5.81%) Azure Certification
4 505 (4.99%) SC Cleared
5 311 (3.07%) Computer Science Degree
6 254 (2.51%) Master's Degree
7 216 (2.13%) DV Cleared
8 180 (1.78%) AWS Certification
9 170 (1.68%) CISSP
10 133 (1.31%) Microsoft Certification
11 130 (1.28%) PhD
12 127 (1.25%) ACCA
13 125 (1.23%) CISM
14 114 (1.13%) DBS Check
15 108 (1.07%) CIMA
16 75 (0.74%) AWS Certified Solutions Architect
17 67 (0.66%) A+ Certification
18 66 (0.65%) Network+ Certification
19 62 (0.61%) BPSS Clearance
20 57 (0.56%) MBA
Quality Assurance & Compliance
1 628 (6.20%) Data Quality
2 341 (3.37%) QA
3 327 (3.23%) Accessibility
4 317 (3.13%) GDPR
5 203 (2.00%) ISO/IEC 27001
6 145 (1.43%) NIST
7 123 (1.21%) GRC
8 92 (0.91%) SLA
9 68 (0.67%) Cyber Essentials
10 57 (0.56%) WCAG
11 51 (0.50%) NCSC
12 45 (0.44%) PMO
13 35 (0.35%) PCI DSS
14 34 (0.34%) Actionable Recommendations
14 34 (0.34%) Cyber Essentials PLUS
15 28 (0.28%) ISO/IEC 42001
16 27 (0.27%) EU AI Act
17 23 (0.23%) NIST 800
18 20 (0.20%) IFRS
19 19 (0.19%) SOC 2
System Software
1 578 (5.71%) Docker
2 176 (1.74%) Active Directory
3 72 (0.71%) VMware Infrastructure
4 66 (0.65%) Virtual Machines
5 27 (0.27%) Hyper-V
6 26 (0.26%) Virtual Desktop
7 25 (0.25%) Firmware
8 24 (0.24%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.079%) Ceph
10 8 (0.079%) VMware ESXi
11 6 (0.059%) IAG
12 4 (0.039%) Slurm Workload Manager
12 4 (0.039%) VMware NSX
13 2 (0.020%) Lustre
13 2 (0.020%) NFS
13 2 (0.020%) ProxySG
13 2 (0.020%) Snort
13 2 (0.020%) VMware Workstation
14 1 (0.010%) KVM
Systems Management
1 614 (6.06%) Kubernetes
2 156 (1.54%) Microsoft Intune
3 98 (0.97%) Grafana
4 95 (0.94%) Ansible
5 74 (0.73%) Prometheus
6 35 (0.35%) Puppet
7 26 (0.26%) 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 13 (0.13%) Istio
13 8 (0.079%) Nessus
14 7 (0.069%) CASB
14 7 (0.069%) Check_MK
14 7 (0.069%) Proxmox
15 6 (0.059%) Autotask
15 6 (0.059%) EnCase
15 6 (0.059%) FTK
15 6 (0.059%) Hadoop YARN
Vendors
1 2,087 (20.60%) Microsoft
2 557 (5.50%) Google
3 393 (3.88%) Databricks
4 282 (2.78%) OpenAI
5 265 (2.62%) Salesforce
6 173 (1.71%) Adobe
7 163 (1.61%) SAP
8 137 (1.35%) Oracle
9 134 (1.32%) YouTube
10 127 (1.25%) Cisco
11 116 (1.15%) ServiceNow
12 101 (1.00%) Foundry
13 93 (0.92%) HubSpot
14 89 (0.88%) TikTok
15 85 (0.84%) VMware
16 75 (0.74%) Apple
17 73 (0.72%) Samsung
18 63 (0.62%) Facebook
19 61 (0.60%) CyberArk
19 61 (0.60%) Dell