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

6 months to
2 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 51
Rank change year-on-year +1 +42 +38
Permanent jobs citing AI 10,092 6,240 3,076
As % of all permanent jobs in the UK 8.54% 12.58% 4.10%
As % of the Processes & Methodologies category 11.68% 14.12% 5.01%
Number of salaries quoted 5,781 1,617 1,528
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 £120,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% -3.70%

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 86,437 44,202 61,341
As % of all permanent jobs advertised in the UK 73.18% 89.12% 81.82%
Number of salaries quoted 59,483 24,460 33,440
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,500 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,465
Median % change year-on-year +9.09% -5.93% -2.56%
75th Percentile £78,750 £75,000 £77,500
90th Percentile £100,000 £96,250 £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 2 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 2 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 8,856 £72,500 +3.57% 20,917
UK excluding London -8 5,554 £65,000 +8.33% 8,340
London +9 3,830 £85,000 +6.25% 14,076
Work from Home -3 3,252 £70,000 +7.69% 8,140
North of England -7 1,645 £66,000 +10.00% 2,064
South East -8 1,251 £62,500 +19.05% 2,037
North West +9 986 £67,500 +4.69% 1,277
Midlands -13 827 £62,500 +4.17% 909
South West -1 643 £69,056 +15.09% 986
West Midlands -8 560 £62,500 +4.58% 607
East of England +16 518 £61,300 +6.61% 812
Yorkshire -11 408 £65,000 -11.86% 594
Scotland -8 299 £85,000 +28.30% 1,037
East Midlands -23 267 £52,500 -19.23% 302
North East -11 251 £66,000 +155.47% 200
Wales -1 236 £66,000 +20.00% 144
Northern Ireland +3 152 £74,830 -3.45% 390

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 (2.97%) SharePoint
2 136 (1.35%) Confluence
3 106 (1.05%) CMS
4 86 (0.85%) Microsoft Exchange
5 84 (0.83%) Apache Spark
6 76 (0.75%) Apache
7 73 (0.72%) 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
1 522 (5.17%) Microsoft Excel
2 143 (1.42%) 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 24 (0.24%) 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 15 (0.15%) Microsoft Project
11 15 (0.15%) Simulink
12 14 (0.14%) InDesign
13 8 (0.079%) LaTeX
13 8 (0.079%) SPSS
13 8 (0.079%) Trello
14 7 (0.069%) Moqups
14 7 (0.069%) Revit
15 6 (0.059%) Adobe XD
Business Applications
1 134 (1.33%) Dynamics CRM
2 60 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 21 (0.21%) 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 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 7 (0.069%) Dynamics AX
12 6 (0.059%) Sage 200
13 5 (0.050%) SAP BPC
13 5 (0.050%) SAP PSCD
14 4 (0.040%) Magento
Cloud Services
1 2,565 (25.42%) Azure
2 1,707 (16.91%) AWS
3 1,066 (10.56%) Power Platform
4 830 (8.22%) SaaS
5 797 (7.90%) Azure AI
6 710 (7.04%) GCP
7 568 (5.63%) Microsoft 365
8 517 (5.12%) GitHub
9 435 (4.31%) Microsoft Copilot
10 355 (3.52%) Azure DevOps
11 312 (3.09%) Anthropic Claude
12 309 (3.06%) Serverless
13 271 (2.69%) Snowflake
14 256 (2.54%) Power Automate
15 232 (2.30%) Entra ID
15 232 (2.30%) GitHub Copilot
16 167 (1.65%) PowerApps
17 164 (1.63%) 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
4 104 (1.03%) Network Security
5 97 (0.96%) VPN
6 83 (0.82%) DNS
7 41 (0.41%) WAN
8 40 (0.40%) TCP/IP
9 32 (0.32%) 5G
9 32 (0.32%) DHCP
10 31 (0.31%) VLAN
11 29 (0.29%) BGP
12 26 (0.26%) Wireless
13 24 (0.24%) LAN
14 23 (0.23%) HTTP
15 20 (0.20%) OSPF
15 20 (0.20%) SMS
16 19 (0.19%) VoIP
17 18 (0.18%) MQTT
18 16 (0.16%) Wi-Fi
Database & Business Intelligence
1 760 (7.53%) Power BI
2 375 (3.72%) Tableau
3 276 (2.73%) MongoDB
4 253 (2.51%) PostgreSQL
5 240 (2.38%) SQL Server
6 220 (2.18%) Data Warehouse
7 216 (2.14%) Metadata
8 200 (1.98%) Azure SQL Database
9 175 (1.73%) NoSQL
10 164 (1.63%) Data Lake
11 148 (1.47%) Big Data
12 133 (1.32%) Relational Database
13 104 (1.03%) MySQL
14 75 (0.74%) 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
1 362 (3.59%) Git
2 227 (2.25%) JIRA
3 200 (1.98%) Claude Code
4 135 (1.34%) Jenkins
5 132 (1.31%) GitLab
6 47 (0.47%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 33 (0.33%) 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 2,935 (29.08%) Social Skills
2 2,489 (24.66%) Finance
3 1,196 (11.85%) Analytical Skills
4 1,034 (10.25%) Marketing
5 886 (8.78%) Inclusion and Diversity
6 633 (6.27%) Legal
7 612 (6.06%) Public Sector
8 533 (5.28%) Law
9 492 (4.88%) Banking
10 393 (3.89%) Retail
11 331 (3.28%) Influencing Skills
12 278 (2.75%) Organisational Skills
13 256 (2.54%) Manufacturing
14 172 (1.70%) Games
15 165 (1.63%) Presentation Skills
16 158 (1.57%) Financial Institution
17 149 (1.48%) Advertising
18 132 (1.31%) Telecoms
19 96 (0.95%) Legal Technology
20 90 (0.89%) Aerospace
Job Titles
1 1,960 (19.42%) Senior
2 1,096 (10.86%) Lead
3 1,045 (10.35%) Architect
4 991 (9.82%) Developer
5 758 (7.51%) Software Engineer
6 747 (7.40%) Artificial Intelligence Engineer
7 696 (6.90%) Analyst
8 422 (4.18%) Consultant
9 416 (4.12%) Data Engineer
10 405 (4.01%) Solutions Architect
11 334 (3.31%) Senior Manager
12 310 (3.07%) Data Analyst
13 289 (2.86%) Junior
14 270 (2.68%) Data Scientist
15 266 (2.64%) Python Engineer
16 245 (2.43%) Artificial Intelligence Architect
17 228 (2.26%) Junior Analyst
18 225 (2.23%) Senior Developer
19 221 (2.19%) Junior Data Analyst
20 216 (2.14%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 560 (5.55%) React
2 511 (5.06%) Terraform
3 493 (4.89%) .NET
4 348 (3.45%) REST
5 284 (2.81%) Node.js
6 252 (2.50%) LangChain
7 242 (2.40%) CSS
8 238 (2.36%) HTML
9 213 (2.11%) RESTful
10 198 (1.96%) ASP.NET
11 178 (1.76%) ASP.NET Core
12 177 (1.75%) Kafka
13 174 (1.72%) .NET Core
14 153 (1.52%) PyTorch
15 148 (1.47%) ML.NET
16 144 (1.43%) LangGraph
17 141 (1.40%) Spring
18 140 (1.39%) Next.js
19 129 (1.28%) TensorFlow
20 127 (1.26%) FastAPI
Miscellaneous
1 799 (7.92%) AI Agents
2 720 (7.13%) Cloud Native
3 539 (5.34%) Onboarding
4 352 (3.49%) Distributed Systems
5 341 (3.38%) Product Ownership
6 280 (2.77%) Management Information System
7 226 (2.24%) Self-Motivation
8 208 (2.06%) Blog
9 196 (1.94%) Social Media
10 188 (1.86%) Algorithms
11 181 (1.79%) Enterprise Software
12 163 (1.62%) Marketing Technology
13 154 (1.53%) Robotics
14 152 (1.51%) Low-Code
15 151 (1.50%) Cyber Threat
16 134 (1.33%) Data Centre
17 105 (1.04%) Greenfield Project
18 102 (1.01%) Legacy Systems
19 96 (0.95%) IoT
20 94 (0.93%) Mobile App
Operating Systems
1 261 (2.59%) Linux
2 258 (2.56%) Windows
3 74 (0.73%) Windows Server
4 55 (0.54%) Android
5 35 (0.35%) Apple iOS
6 26 (0.26%) 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
12 7 (0.069%) Kali Linux
13 6 (0.059%) CentOS
13 6 (0.059%) Windows Server 2019
14 5 (0.050%) Solaris
15 4 (0.040%) Robot Operating System
16 3 (0.030%) AIX
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,059 (20.40%) Machine Learning
2 1,999 (19.81%) Analytics
3 1,642 (16.27%) Software Engineering
4 1,614 (15.99%) Agile
5 1,473 (14.60%) Continuous Improvement
6 1,455 (14.42%) CI/CD
7 1,386 (13.73%) Problem-Solving
8 1,362 (13.50%) Roadmaps
9 1,242 (12.31%) Decision-Making
10 1,175 (11.64%) Stakeholder Management
11 1,173 (11.62%) LLM
12 1,088 (10.78%) Mentoring
13 1,039 (10.30%) DevOps
14 999 (9.90%) Business Intelligence
15 957 (9.48%) Generative AI
16 843 (8.35%) Data Science
17 767 (7.60%) Cybersecurity
18 765 (7.58%) Full-Stack Development
19 694 (6.88%) Coaching
20 675 (6.69%) Stakeholder Engagement
Programming Languages
1 2,611 (25.87%) Python
2 1,592 (15.77%) SQL
3 606 (6.00%) C#
4 597 (5.92%) JavaScript
5 546 (5.41%) TypeScript
6 469 (4.65%) Java
7 219 (2.17%) C++
8 179 (1.77%) PowerShell
9 124 (1.23%) Go
10 122 (1.21%) Bash
11 80 (0.79%) R
12 76 (0.75%) C
12 76 (0.75%) PHP
13 70 (0.69%) Rust
14 69 (0.68%) Bicep
15 68 (0.67%) Scala
16 51 (0.51%) Ruby
17 46 (0.46%) Data Analysis Expressions
18 41 (0.41%) Kotlin
19 30 (0.30%) Kusto Query Language
Qualifications
1 1,138 (11.28%) Degree
2 847 (8.39%) Security Cleared
3 588 (5.83%) Azure Certification
4 497 (4.92%) SC Cleared
5 308 (3.05%) Computer Science Degree
6 247 (2.45%) Master's Degree
7 216 (2.14%) DV Cleared
8 182 (1.80%) AWS Certification
9 167 (1.65%) CISSP
10 132 (1.31%) Microsoft Certification
11 129 (1.28%) PhD
12 126 (1.25%) ACCA
13 123 (1.22%) CISM
14 107 (1.06%) CIMA
15 106 (1.05%) DBS Check
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 (0.56%) MBA
Quality Assurance & Compliance
1 625 (6.19%) Data Quality
2 342 (3.39%) QA
3 326 (3.23%) Accessibility
4 313 (3.10%) GDPR
5 200 (1.98%) ISO/IEC 27001
6 144 (1.43%) NIST
7 125 (1.24%) GRC
8 92 (0.91%) SLA
9 69 (0.68%) Cyber Essentials
10 57 (0.56%) WCAG
11 51 (0.51%) NCSC
12 44 (0.44%) PMO
13 35 (0.35%) PCI DSS
14 34 (0.34%) Cyber Essentials PLUS
15 33 (0.33%) Actionable Recommendations
16 28 (0.28%) ISO/IEC 42001
17 27 (0.27%) EU AI Act
18 23 (0.23%) NIST 800
19 22 (0.22%) IFRS
20 19 (0.19%) SOC 2
System Software
1 580 (5.75%) Docker
2 176 (1.74%) Active Directory
3 70 (0.69%) VMware Infrastructure
4 67 (0.66%) Virtual Machines
5 27 (0.27%) Hyper-V
6 25 (0.25%) Virtual Desktop
7 24 (0.24%) Firmware
8 22 (0.22%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.079%) Ceph
11 6 (0.059%) IAG
11 6 (0.059%) VMware ESXi
12 4 (0.040%) Slurm Workload Manager
12 4 (0.040%) 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%) HDFS
Systems Management
1 611 (6.05%) Kubernetes
2 156 (1.55%) Microsoft Intune
3 101 (1.00%) Grafana
4 95 (0.94%) Ansible
5 75 (0.74%) Prometheus
6 33 (0.33%) Puppet
7 25 (0.25%) Argo
8 24 (0.24%) Single Sign-On
9 18 (0.18%) Podman
9 18 (0.18%) Progress Chef
10 16 (0.16%) Kubeflow
11 12 (0.12%) Istio
12 8 (0.079%) Nessus
12 8 (0.079%) Proxmox
13 7 (0.069%) Autotask
13 7 (0.069%) CASB
13 7 (0.069%) Check_MK
13 7 (0.069%) Nagios
14 6 (0.059%) Hadoop YARN
14 6 (0.059%) SCCM
Vendors
1 2,080 (20.61%) Microsoft
2 553 (5.48%) Google
3 399 (3.95%) Databricks
4 286 (2.83%) OpenAI
5 250 (2.48%) Salesforce
6 168 (1.66%) Adobe
7 163 (1.62%) SAP
8 137 (1.36%) Oracle
9 134 (1.33%) YouTube
10 129 (1.28%) Cisco
11 118 (1.17%) ServiceNow
12 101 (1.00%) Foundry
13 94 (0.93%) HubSpot
14 84 (0.83%) VMware
15 77 (0.76%) Apple
16 76 (0.75%) TikTok
17 63 (0.62%) Facebook
18 61 (0.60%) CyberArk
18 61 (0.60%) Dell
19 60 (0.59%) Samsung