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

6 months to
4 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 51
Rank change year-on-year +1 +42 +35
Permanent jobs citing AI 10,101 6,254 3,018
As % of all permanent jobs in the UK 8.55% 12.57% 4.07%
As % of the Processes & Methodologies category 11.69% 14.11% 4.97%
Number of salaries quoted 5,758 1,624 1,513
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 £120,000 £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 86,432 44,324 60,758
As % of all permanent jobs advertised in the UK 73.12% 89.10% 81.90%
Number of salaries quoted 59,358 24,582 33,017
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 £59,000
Median % change year-on-year +9.09% -6.78% -1.67%
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 4 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 4 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 8,864 £72,500 +3.57% 22,498
UK excluding London -8 5,560 £65,000 +8.33% 11,423
London +9 3,840 £85,000 +6.25% 14,448
Work from Home -3 3,242 £70,000 +7.69% 11,388
North of England -7 1,640 £66,000 +10.00% 2,467
South East -8 1,251 £62,500 +19.05% 2,226
North West +10 981 £67,500 +8.00% 1,397
Midlands -13 833 £62,500 +4.17% 1,146
South West -1 639 £69,514 +15.86% 1,093
West Midlands -8 561 £62,500 +4.17% 714
East of England +16 523 £60,100 +6.84% 963
Yorkshire -10 409 £65,000 -11.86% 719
Scotland -8 303 £85,000 +28.30% 2,099
East Midlands -22 272 £52,500 -19.23% 432
North East -11 250 £66,000 +155.47% 376
Wales -1 236 £65,500 +19.09% 749
Northern Ireland +2 152 £74,830 -6.46% 764

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
1 298 (2.95%) SharePoint
2 138 (1.37%) Confluence
3 106 (1.05%) CMS
4 88 (0.87%) Microsoft Exchange
5 83 (0.82%) Apache Spark
6 76 (0.75%) Apache
7 70 (0.69%) 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
1 524 (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 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
1 134 (1.33%) Dynamics CRM
2 60 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 22 (0.22%) Cloudability
5 19 (0.19%) NetSuite
6 17 (0.17%) 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 (0.050%) SAP BPC
11 5 (0.050%) SAP PSCD
12 4 (0.040%) Magento
Cloud Services
1 2,561 (25.35%) Azure
2 1,706 (16.89%) AWS
3 1,066 (10.55%) Power Platform
4 835 (8.27%) SaaS
5 797 (7.89%) Azure AI
6 711 (7.04%) GCP
7 571 (5.65%) Microsoft 365
8 519 (5.14%) GitHub
9 434 (4.30%) Microsoft Copilot
10 353 (3.49%) Azure DevOps
11 309 (3.06%) Anthropic Claude
12 304 (3.01%) Serverless
13 268 (2.65%) Snowflake
14 255 (2.52%) Power Automate
15 234 (2.32%) GitHub Copilot
16 230 (2.28%) Entra ID
17 166 (1.64%) PowerApps
18 162 (1.60%) Copilot Studio
19 156 (1.54%) Microsoft Purview
20 147 (1.46%) Cloud Computing
Communications & Networking
1 137 (1.36%) Broadband
1 137 (1.36%) Internet
2 119 (1.18%) Firewall
3 105 (1.04%) Network Security
4 97 (0.96%) VPN
5 86 (0.85%) DNS
6 41 (0.41%) WAN
7 40 (0.40%) TCP/IP
8 35 (0.35%) DHCP
9 32 (0.32%) 5G
10 30 (0.30%) VLAN
11 28 (0.28%) BGP
12 26 (0.26%) Wireless
13 25 (0.25%) LAN
14 23 (0.23%) HTTP
15 19 (0.19%) OSPF
15 19 (0.19%) SMS
15 19 (0.19%) VoIP
16 18 (0.18%) MQTT
17 17 (0.17%) Wi-Fi
Database & Business Intelligence
1 761 (7.53%) Power BI
2 372 (3.68%) Tableau
3 276 (2.73%) MongoDB
4 255 (2.52%) PostgreSQL
5 239 (2.37%) SQL Server
6 218 (2.16%) Data Warehouse
7 216 (2.14%) Metadata
8 198 (1.96%) Azure SQL Database
9 176 (1.74%) NoSQL
10 163 (1.61%) Data Lake
11 149 (1.48%) Big Data
12 133 (1.32%) Relational Database
13 106 (1.05%) MySQL
14 74 (0.73%) BigQuery
15 68 (0.67%) Redis
16 64 (0.63%) DynamoDB
16 64 (0.63%) Semantic Layer
17 60 (0.59%) Star Schema
18 59 (0.58%) Amazon RDS
19 57 (0.56%) Delta Lake
Development Applications
1 363 (3.59%) Git
2 228 (2.26%) JIRA
3 201 (1.99%) Claude Code
4 135 (1.34%) 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 25 (0.25%) 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 2,951 (29.21%) Social Skills
2 2,501 (24.76%) Finance
3 1,199 (11.87%) Analytical Skills
4 1,048 (10.38%) Marketing
5 888 (8.79%) Inclusion and Diversity
6 639 (6.33%) Legal
7 609 (6.03%) Public Sector
8 529 (5.24%) Law
9 497 (4.92%) Banking
10 390 (3.86%) Retail
11 332 (3.29%) Influencing Skills
12 279 (2.76%) Organisational Skills
13 257 (2.54%) Manufacturing
14 171 (1.69%) Games
15 170 (1.68%) Presentation Skills
16 158 (1.56%) Financial Institution
17 149 (1.48%) Advertising
18 131 (1.30%) Telecoms
19 94 (0.93%) Legal Technology
20 93 (0.92%) Aerospace
Job Titles
1 1,963 (19.43%) Senior
2 1,095 (10.84%) Lead
3 1,040 (10.30%) Architect
4 995 (9.85%) Developer
5 765 (7.57%) Software Engineer
6 751 (7.43%) Artificial Intelligence Engineer
7 691 (6.84%) Analyst
8 436 (4.32%) Consultant
9 413 (4.09%) Data Engineer
10 403 (3.99%) Solutions Architect
11 334 (3.31%) Senior Manager
12 310 (3.07%) Data Analyst
13 290 (2.87%) Junior
14 268 (2.65%) Data Scientist
14 268 (2.65%) Python Engineer
15 245 (2.43%) Artificial Intelligence Architect
16 228 (2.26%) Junior Analyst
17 227 (2.25%) Senior Developer
18 221 (2.19%) Junior Data Analyst
19 217 (2.15%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 551 (5.45%) React
2 505 (5.00%) Terraform
3 491 (4.86%) .NET
4 352 (3.48%) REST
5 283 (2.80%) Node.js
6 253 (2.50%) LangChain
7 247 (2.45%) CSS
8 236 (2.34%) HTML
9 211 (2.09%) RESTful
10 198 (1.96%) 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 (1.47%) ML.NET
16 147 (1.46%) LangGraph
17 141 (1.40%) Spring
18 135 (1.34%) Next.js
19 131 (1.30%) TensorFlow
20 124 (1.23%) FastAPI
Miscellaneous
1 804 (7.96%) AI Agents
2 716 (7.09%) Cloud Native
3 552 (5.46%) Onboarding
4 347 (3.44%) Distributed Systems
5 342 (3.39%) Product Ownership
6 286 (2.83%) Management Information System
7 229 (2.27%) Self-Motivation
8 208 (2.06%) Blog
9 196 (1.94%) Social Media
10 189 (1.87%) Algorithms
11 184 (1.82%) Enterprise Software
12 170 (1.68%) Marketing Technology
13 155 (1.53%) Robotics
14 152 (1.50%) Cyber Threat
15 150 (1.49%) Low-Code
16 128 (1.27%) Data Centre
17 105 (1.04%) Greenfield Project
18 102 (1.01%) Legacy Systems
19 96 (0.95%) IoT
20 94 (0.93%) Virtual Team
Operating Systems
1 263 (2.60%) Linux
1 263 (2.60%) 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 25 (0.25%) 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 (0.050%) Solaris
15 4 (0.040%) Robot Operating System
16 3 (0.030%) AIX
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,060 (20.39%) Machine Learning
2 1,987 (19.67%) Analytics
3 1,646 (16.30%) Software Engineering
4 1,609 (15.93%) Agile
5 1,477 (14.62%) Continuous Improvement
6 1,449 (14.35%) CI/CD
7 1,391 (13.77%) Problem-Solving
8 1,356 (13.42%) Roadmaps
9 1,232 (12.20%) Decision-Making
10 1,183 (11.71%) Stakeholder Management
11 1,174 (11.62%) LLM
12 1,084 (10.73%) Mentoring
13 1,036 (10.26%) DevOps
14 996 (9.86%) Business Intelligence
15 965 (9.55%) Generative AI
16 837 (8.29%) Data Science
17 770 (7.62%) Cybersecurity
18 755 (7.47%) Full-Stack Development
19 695 (6.88%) Coaching
20 682 (6.75%) Stakeholder Engagement
Programming Languages
1 2,621 (25.95%) Python
2 1,591 (15.75%) SQL
3 608 (6.02%) C#
4 602 (5.96%) JavaScript
5 542 (5.37%) TypeScript
6 471 (4.66%) Java
7 221 (2.19%) C++
8 182 (1.80%) PowerShell
9 124 (1.23%) Go
10 122 (1.21%) 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 (0.50%) Ruby
16 46 (0.46%) Data Analysis Expressions
17 40 (0.40%) Kotlin
18 30 (0.30%) Kusto Query Language
Qualifications
1 1,144 (11.33%) Degree
2 851 (8.42%) Security Cleared
3 589 (5.83%) Azure Certification
4 503 (4.98%) SC Cleared
5 310 (3.07%) Computer Science Degree
6 252 (2.49%) Master's Degree
7 216 (2.14%) DV Cleared
8 181 (1.79%) AWS Certification
9 168 (1.66%) CISSP
10 133 (1.32%) Microsoft Certification
11 128 (1.27%) ACCA
11 128 (1.27%) PhD
12 123 (1.22%) CISM
13 113 (1.12%) DBS Check
14 109 (1.08%) CIMA
15 76 (0.75%) AWS Certified Solutions Architect
16 67 (0.66%) A+ Certification
17 66 (0.65%) Network+ Certification
18 64 (0.63%) BPSS Clearance
19 57 (0.56%) MBA
Quality Assurance & Compliance
1 623 (6.17%) Data Quality
2 341 (3.38%) QA
3 328 (3.25%) Accessibility
4 317 (3.14%) GDPR
5 201 (1.99%) ISO/IEC 27001
6 145 (1.44%) NIST
7 124 (1.23%) GRC
8 91 (0.90%) SLA
9 68 (0.67%) Cyber Essentials
10 57 (0.56%) WCAG
11 51 (0.50%) NCSC
12 45 (0.45%) 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 26 (0.26%) EU AI Act
17 23 (0.23%) NIST 800
18 20 (0.20%) IFRS
19 18 (0.18%) SOC 2
System Software
1 578 (5.72%) Docker
2 176 (1.74%) Active Directory
3 72 (0.71%) VMware Infrastructure
4 65 (0.64%) 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 (0.040%) 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
1 609 (6.03%) Kubernetes
2 156 (1.54%) Microsoft Intune
3 98 (0.97%) Grafana
4 95 (0.94%) Ansible
5 73 (0.72%) 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%) Autotask
14 7 (0.069%) CASB
14 7 (0.069%) Check_MK
14 7 (0.069%) Proxmox
15 6 (0.059%) EnCase
15 6 (0.059%) FTK
15 6 (0.059%) Hadoop YARN
Vendors
1 2,085 (20.64%) Microsoft
2 557 (5.51%) Google
3 396 (3.92%) Databricks
4 284 (2.81%) OpenAI
5 259 (2.56%) Salesforce
6 166 (1.64%) Adobe
7 163 (1.61%) SAP
8 137 (1.36%) Oracle
9 134 (1.33%) YouTube
10 129 (1.28%) Cisco
11 117 (1.16%) ServiceNow
12 101 (1.00%) Foundry
13 94 (0.93%) HubSpot
14 85 (0.84%) VMware
15 76 (0.75%) Apple
15 76 (0.75%) TikTok
16 63 (0.62%) Dell
16 63 (0.62%) Facebook
17 61 (0.60%) CyberArk
18 60 (0.59%) Samsung