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

6 months to
13 Oct 2026
Same period 2025 Same period 2024
Rank 8 8 52
Rank change year-on-year 0 +44 +34
Permanent jobs citing AI 10,159 6,088 2,936
As % of all permanent jobs in the UK 8.59% 12.41% 4.11%
As % of the Processes & Methodologies category 11.70% 13.96% 5.00%
Number of salaries quoted 5,851 1,639 1,445
10th Percentile £41,250 £35,000 £41,250
25th Percentile £52,500 £50,000 £55,163
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 £121,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £67,500
% change year-on-year +8.33% -11.11% -

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 86,825 43,614 58,687
As % of all permanent jobs advertised in the UK 73.38% 88.89% 82.21%
Number of salaries quoted 59,360 24,460 31,261
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,000 £43,750
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 £78,750
90th Percentile £100,000 £95,000 £97,500
UK excluding London median annual salary £55,000 £47,000 £52,500
% change year-on-year +17.02% -10.48% -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 13 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 13 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 8,945 £72,500 - 14,512
UK excluding London -8 5,495 £65,000 +8.33% 5,244
London +9 3,961 £85,000 +6.25% 9,962
Work from Home -3 3,289 £70,752 +8.85% 5,784
North of England -7 1,625 £66,000 +10.00% 1,456
South East -7 1,225 £62,500 +16.28% 1,165
North West +10 994 £67,249 +9.79% 879
Midlands -14 819 £62,500 +2.04% 584
South West -1 636 £66,000 +10.00% 436
West Midlands -8 535 £65,000 +8.33% 402
East of England +15 532 £62,500 +19.05% 547
Yorkshire -11 385 £65,000 -8.77% 423
Scotland -7 299 £85,000 +25.93% 678
East Midlands -21 284 £60,000 -7.69% 182
North East -11 246 £66,000 +161.88% 158
Wales -3 224 £65,000 +18.18% 91
Northern Ireland +4 148 £74,830 -6.46% 319

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
1 307 (3.02%) SharePoint
2 137 (1.35%) Confluence
3 115 (1.13%) CMS
4 101 (0.99%) Microsoft Exchange
5 82 (0.81%) Apache Spark
6 80 (0.79%) Apache
7 73 (0.72%) Apache Airflow
8 42 (0.41%) WordPress
9 35 (0.34%) SAS
10 21 (0.21%) Palantir Foundry
11 17 (0.17%) Jupyter
12 16 (0.16%) IIS
13 14 (0.14%) nginx
14 13 (0.13%) Adobe Experience Manager
15 12 (0.12%) Camunda
16 9 (0.089%) Headless CMS
16 9 (0.089%) Sitecore CMS
17 8 (0.079%) OpenStack
18 7 (0.069%) Oracle SOA Suite
18 7 (0.069%) Oracle Workflow
Applications
1 431 (4.24%) Microsoft Excel
2 157 (1.55%) Microsoft Office
3 101 (0.99%) Chatbot
4 97 (0.95%) Microsoft PowerPoint
5 38 (0.37%) MS Visio
6 34 (0.33%) Spreadsheet
7 31 (0.31%) Adobe Creative Suite
8 22 (0.22%) Adobe Illustrator
9 21 (0.21%) Photoshop
10 19 (0.19%) Simulink
11 17 (0.17%) Adobe After Effects
11 17 (0.17%) UserZoom
12 15 (0.15%) Microsoft Project
13 14 (0.14%) InDesign
14 9 (0.089%) Revit
15 8 (0.079%) LaTeX
15 8 (0.079%) SPSS
16 7 (0.069%) Moqups
16 7 (0.069%) Trello
17 6 (0.059%) Adobe XD
Business Applications
1 136 (1.34%) Dynamics CRM
2 59 (0.58%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 21 (0.21%) Shopify
5 17 (0.17%) NetSuite
6 15 (0.15%) Cloudability
7 14 (0.14%) Distributed Ledger
8 12 (0.12%) Payment Gateway
9 11 (0.11%) Dynamics AX
10 10 (0.098%) Elite 3E
11 9 (0.089%) Oracle Procure-to-Pay
12 8 (0.079%) Carpe Diem
12 8 (0.079%) Dynamics NAV
12 8 (0.079%) Sage 50
12 8 (0.079%) Salesforce CRM
12 8 (0.079%) SAP MDG
13 6 (0.059%) Sage 200
13 6 (0.059%) SAP BPC
14 5 (0.049%) Oracle Payables
14 5 (0.049%) SAP PSCD
Cloud Services
1 2,388 (23.51%) Azure
2 1,733 (17.06%) AWS
3 1,026 (10.10%) Power Platform
4 893 (8.79%) SaaS
5 731 (7.20%) GCP
6 597 (5.88%) Microsoft 365
7 570 (5.61%) Azure AI
8 532 (5.24%) GitHub
9 463 (4.56%) Microsoft Copilot
10 359 (3.53%) Azure DevOps
11 317 (3.12%) Anthropic Claude
12 308 (3.03%) Serverless
13 266 (2.62%) Snowflake
14 260 (2.56%) Power Automate
15 240 (2.36%) Entra ID
16 239 (2.35%) GitHub Copilot
17 175 (1.72%) Copilot Studio
18 167 (1.64%) PowerApps
19 166 (1.63%) Microsoft Purview
20 146 (1.44%) GitHub Actions
Communications & Networking
1 145 (1.43%) Internet
2 133 (1.31%) Broadband
3 128 (1.26%) Firewall
4 106 (1.04%) Network Security
5 102 (1.00%) VPN
6 90 (0.89%) DNS
7 45 (0.44%) TCP/IP
8 44 (0.43%) WAN
9 39 (0.38%) DHCP
10 37 (0.36%) 5G
11 32 (0.31%) VLAN
12 28 (0.28%) BGP
12 28 (0.28%) LAN
13 25 (0.25%) Wireless
14 21 (0.21%) HTTP
14 21 (0.21%) VoIP
15 19 (0.19%) OSPF
15 19 (0.19%) Wi-Fi
16 18 (0.18%) SMS
17 17 (0.17%) MQTT
Database & Business Intelligence
1 698 (6.87%) Power BI
2 279 (2.75%) Tableau
3 276 (2.72%) MongoDB
4 254 (2.50%) PostgreSQL
5 227 (2.23%) Data Warehouse
6 226 (2.22%) Metadata
7 225 (2.21%) SQL Server
8 196 (1.93%) Azure SQL Database
9 176 (1.73%) NoSQL
10 164 (1.61%) Data Lake
11 159 (1.57%) Big Data
12 134 (1.32%) Relational Database
13 106 (1.04%) MySQL
14 79 (0.78%) BigQuery
15 73 (0.72%) Redis
16 67 (0.66%) DynamoDB
17 66 (0.65%) Semantic Layer
18 63 (0.62%) Amazon RDS
19 62 (0.61%) Star Schema
20 57 (0.56%) Delta Lake
Development Applications
1 376 (3.70%) Git
2 229 (2.25%) JIRA
3 209 (2.06%) Claude Code
4 143 (1.41%) GitLab
5 137 (1.35%) Jenkins
6 45 (0.44%) MLflow
7 37 (0.36%) Selenium
8 36 (0.35%) JUnit
9 34 (0.33%) Maven
10 33 (0.32%) Postman
11 31 (0.31%) Cypress.io
12 22 (0.22%) Cucumber
13 17 (0.17%) Mockito
13 17 (0.17%) Visual Studio Code
14 16 (0.16%) Snyk
15 14 (0.14%) Gatling
15 14 (0.14%) REST Assured
15 14 (0.14%) Spock
15 14 (0.14%) TeamCity
15 14 (0.14%) Vite
General
1 2,856 (28.11%) Social Skills
2 2,611 (25.70%) Finance
3 1,266 (12.46%) Analytical Skills
4 1,112 (10.95%) Marketing
5 940 (9.25%) Inclusion and Diversity
6 656 (6.46%) Legal
7 625 (6.15%) Public Sector
8 533 (5.25%) Law
9 519 (5.11%) Banking
10 423 (4.16%) Retail
11 341 (3.36%) Influencing Skills
12 293 (2.88%) Organisational Skills
13 263 (2.59%) Manufacturing
14 192 (1.89%) Presentation Skills
15 163 (1.60%) Games
16 162 (1.59%) Financial Institution
17 159 (1.57%) Advertising
18 134 (1.32%) Telecoms
19 101 (0.99%) Aerospace
20 91 (0.90%) Legal Technology
Job Titles
1 2,021 (19.89%) Senior
2 1,134 (11.16%) Lead
3 1,049 (10.33%) Architect
4 1,022 (10.06%) Developer
5 789 (7.77%) Software Engineer
6 661 (6.51%) Artificial Intelligence Engineer
7 590 (5.81%) Analyst
8 469 (4.62%) Consultant
9 426 (4.19%) Data Engineer
10 407 (4.01%) Solutions Architect
11 346 (3.41%) Senior Manager
12 276 (2.72%) Data Scientist
13 270 (2.66%) Python Engineer
14 258 (2.54%) Artificial Intelligence Architect
15 239 (2.35%) Senior Developer
16 227 (2.23%) Senior Software Engineer
17 209 (2.06%) Data Analyst
18 201 (1.98%) Data Architect
19 200 (1.97%) .NET Developer
20 182 (1.79%) Junior
Libraries, Frameworks & Software Standards
1 554 (5.45%) React
2 525 (5.17%) Terraform
3 489 (4.81%) .NET
4 373 (3.67%) REST
5 289 (2.84%) Node.js
6 257 (2.53%) LangChain
7 255 (2.51%) CSS
8 238 (2.34%) HTML
9 209 (2.06%) RESTful
10 197 (1.94%) ASP.NET
11 179 (1.76%) ASP.NET Core
12 176 (1.73%) .NET Core
12 176 (1.73%) Kafka
13 155 (1.53%) PyTorch
14 149 (1.47%) LangGraph
14 149 (1.47%) ML.NET
15 148 (1.46%) Spring
16 131 (1.29%) TensorFlow
17 129 (1.27%) Next.js
18 126 (1.24%) FastAPI
Miscellaneous
1 860 (8.47%) AI Agents
2 732 (7.21%) Cloud Native
3 638 (6.28%) Onboarding
4 350 (3.45%) Product Ownership
5 349 (3.44%) Distributed Systems
6 313 (3.08%) Management Information System
7 241 (2.37%) Self-Motivation
8 212 (2.09%) Blog
9 201 (1.98%) Social Media
10 200 (1.97%) Marketing Technology
11 191 (1.88%) Algorithms
12 190 (1.87%) Enterprise Software
13 159 (1.57%) Cyber Threat
14 156 (1.54%) Low-Code
15 154 (1.52%) Robotics
16 115 (1.13%) Data Centre
17 109 (1.07%) Virtual Team
18 106 (1.04%) Greenfield Project
19 100 (0.98%) Legacy Systems
20 99 (0.97%) IoT
Operating Systems
1 279 (2.75%) Windows
2 278 (2.74%) Linux
3 86 (0.85%) Windows Server
4 56 (0.55%) Android
5 39 (0.38%) Apple iOS
6 34 (0.33%) macOS
7 27 (0.27%) Unix
8 23 (0.23%) VMS
9 22 (0.22%) Ubuntu
10 12 (0.12%) Debian
10 12 (0.12%) Embedded Linux
10 12 (0.12%) Windows 10
11 10 (0.098%) Red Hat Enterprise Linux
11 10 (0.098%) Windows Server 2019
12 8 (0.079%) CentOS
13 7 (0.069%) Kali Linux
14 6 (0.059%) Solaris
15 5 (0.049%) Robot Operating System
16 3 (0.030%) AIX
16 3 (0.030%) Rocky
Processes & Methodologies
1 2,073 (20.41%) Machine Learning
2 2,060 (20.28%) Analytics
3 1,695 (16.68%) Software Engineering
4 1,630 (16.04%) Agile
5 1,535 (15.11%) Continuous Improvement
6 1,471 (14.48%) CI/CD
7 1,449 (14.26%) Problem-Solving
8 1,384 (13.62%) Roadmaps
9 1,298 (12.78%) Decision-Making
10 1,283 (12.63%) Stakeholder Management
11 1,210 (11.91%) LLM
12 1,091 (10.74%) Mentoring
13 1,050 (10.34%) DevOps
14 1,025 (10.09%) Generative AI
15 943 (9.28%) Business Intelligence
16 858 (8.45%) Data Science
17 800 (7.87%) Cybersecurity
18 758 (7.46%) Full-Stack Development
19 747 (7.35%) Coaching
20 730 (7.19%) Stakeholder Engagement
Programming Languages
1 2,509 (24.70%) Python
2 1,520 (14.96%) SQL
3 625 (6.15%) JavaScript
4 617 (6.07%) C#
5 569 (5.60%) TypeScript
6 492 (4.84%) Java
7 224 (2.20%) C++
8 190 (1.87%) PowerShell
9 130 (1.28%) Go
10 125 (1.23%) Bash
11 94 (0.93%) R
12 80 (0.79%) C
13 78 (0.77%) Rust
14 76 (0.75%) PHP
15 70 (0.69%) Scala
16 65 (0.64%) Bicep
17 51 (0.50%) Ruby
18 50 (0.49%) Data Analysis Expressions
19 47 (0.46%) Kotlin
20 30 (0.30%) MATLAB
Qualifications
1 1,207 (11.88%) Degree
2 884 (8.70%) Security Cleared
3 516 (5.08%) SC Cleared
4 387 (3.81%) Azure Certification
5 314 (3.09%) Computer Science Degree
6 289 (2.84%) Master's Degree
7 226 (2.22%) DV Cleared
8 180 (1.77%) AWS Certification
9 174 (1.71%) CISSP
10 145 (1.43%) Microsoft Certification
11 142 (1.40%) PhD
12 133 (1.31%) ACCA
13 131 (1.29%) CISM
14 126 (1.24%) DBS Check
15 115 (1.13%) CIMA
16 72 (0.71%) AWS Certified Solutions Architect
17 69 (0.68%) BPSS Clearance
18 68 (0.67%) A+ Certification
19 66 (0.65%) Network+ Certification
20 59 (0.58%) MBA
Quality Assurance & Compliance
1 674 (6.63%) Data Quality
2 359 (3.53%) QA
3 349 (3.44%) Accessibility
4 334 (3.29%) GDPR
5 207 (2.04%) ISO/IEC 27001
6 153 (1.51%) NIST
7 115 (1.13%) GRC
8 98 (0.96%) SLA
9 71 (0.70%) Cyber Essentials
10 60 (0.59%) WCAG
11 54 (0.53%) NCSC
12 48 (0.47%) PMO
13 43 (0.42%) Actionable Recommendations
14 34 (0.33%) Cyber Essentials PLUS
15 32 (0.31%) PCI DSS
16 29 (0.29%) EU AI Act
16 29 (0.29%) ISO/IEC 42001
17 23 (0.23%) NIST 800
18 19 (0.19%) IFRS
19 17 (0.17%) SOC 2
System Software
1 594 (5.85%) Docker
2 183 (1.80%) Active Directory
3 77 (0.76%) VMware Infrastructure
4 40 (0.39%) Virtual Machines
5 31 (0.31%) Hyper-V
6 26 (0.26%) Firmware
6 26 (0.26%) Virtual Desktop
7 25 (0.25%) vSphere
8 11 (0.11%) Embedded Firmware
9 8 (0.079%) Ceph
9 8 (0.079%) VMware ESXi
10 6 (0.059%) IAG
11 4 (0.039%) Slurm Workload Manager
11 4 (0.039%) VMware NSX
12 2 (0.020%) DFS Replication
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
Systems Management
1 625 (6.15%) Kubernetes
2 165 (1.62%) Microsoft Intune
3 103 (1.01%) Grafana
4 102 (1.00%) Ansible
5 76 (0.75%) Prometheus
6 39 (0.38%) Puppet
7 27 (0.27%) Single Sign-On
8 26 (0.26%) Argo
9 21 (0.21%) Progress Chef
10 17 (0.17%) Podman
11 16 (0.16%) Kubeflow
12 13 (0.13%) Istio
13 11 (0.11%) CASB
14 9 (0.089%) Autotask
14 9 (0.089%) Nessus
15 8 (0.079%) EnCase
15 8 (0.079%) FTK
15 8 (0.079%) Kibana
15 8 (0.079%) Proxmox
16 7 (0.069%) Check_MK
Vendors
1 2,021 (19.89%) Microsoft
2 593 (5.84%) Google
3 380 (3.74%) Databricks
4 291 (2.86%) OpenAI
5 288 (2.83%) Salesforce
6 171 (1.68%) Adobe
7 167 (1.64%) SAP
8 148 (1.46%) Oracle
8 148 (1.46%) YouTube
9 127 (1.25%) Cisco
10 124 (1.22%) TikTok
11 118 (1.16%) ServiceNow
12 110 (1.08%) Foundry
13 107 (1.05%) Samsung
14 93 (0.92%) HubSpot
15 90 (0.89%) VMware
16 76 (0.75%) Apple
17 62 (0.61%) Facebook
18 61 (0.60%) CyberArk
18 61 (0.60%) Sage