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

6 months to
30 Sep 2026
Same period 2025 Same period 2024
Rank 8 8 50
Rank change year-on-year 0 +42 +39
Permanent jobs citing AI 10,081 6,193 3,073
As % of all permanent jobs in the UK 8.54% 12.56% 4.12%
As % of the Processes & Methodologies category 11.68% 14.10% 5.04%
Number of salaries quoted 5,758 1,589 1,520
10th Percentile £41,250 £34,250 £41,250
25th Percentile £52,500 £50,000 £55,000
Median annual salary (50th Percentile) £74,500 £70,000 £75,000
Median % change year-on-year +6.43% -6.67% -
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £120,250 £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 86,307 43,936 60,951
As % of all permanent jobs advertised in the UK 73.14% 89.11% 81.72%
Number of salaries quoted 59,386 24,309 33,164
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,033
Median % change year-on-year +9.09% -5.23% -3.28%
75th Percentile £79,641 £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 30 September 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 30 September 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 8,843 £74,500 +6.43% 17,453
UK excluding London -8 5,579 £65,000 +8.33% 6,733
London +9 3,800 £85,000 +6.25% 11,695
Work from Home -3 3,238 £70,451 +8.39% 6,727
North of England -7 1,654 £67,445 +12.41% 1,738
South East -9 1,264 £62,500 +19.05% 1,494
North West +10 979 £67,500 +3.85% 1,065
Midlands -13 817 £62,000 +3.33% 755
South West -2 657 £69,514 +15.86% 839
West Midlands -8 558 £62,500 +4.17% 521
East of England +16 512 £60,100 +4.52% 620
Yorkshire -10 420 £69,607 -7.19% 508
Scotland -7 301 £85,000 +25.93% 812
East Midlands -26 259 £52,500 -19.23% 234
North East -11 255 £66,000 +93.17% 171
Wales 0 242 £66,000 +20.00% 135
Northern Ireland +7 153 £74,830 -3.45% 377

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
1 297 (2.95%) SharePoint
2 134 (1.33%) Confluence
3 91 (0.90%) CMS
4 84 (0.83%) Apache Spark
4 84 (0.83%) Microsoft Exchange
5 76 (0.75%) Apache
6 73 (0.72%) Apache Airflow
7 42 (0.42%) WordPress
8 34 (0.34%) SAS
9 22 (0.22%) Palantir Foundry
10 16 (0.16%) Jupyter
11 15 (0.15%) IIS
12 12 (0.12%) Camunda
12 12 (0.12%) nginx
13 11 (0.11%) Adobe Experience Manager
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
1 572 (5.67%) Microsoft Excel
2 138 (1.37%) Microsoft Office
3 97 (0.96%) Chatbot
4 85 (0.84%) Microsoft PowerPoint
5 39 (0.39%) MS Visio
6 30 (0.30%) Adobe Creative Suite
7 24 (0.24%) UserZoom
8 21 (0.21%) Spreadsheet
9 20 (0.20%) Adobe Illustrator
10 19 (0.19%) Photoshop
11 17 (0.17%) Adobe After Effects
12 15 (0.15%) Microsoft Project
12 15 (0.15%) Simulink
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 60 (0.60%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 24 (0.24%) Cloudability
5 21 (0.21%) NetSuite
6 16 (0.16%) 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%) Sage 50
10 8 (0.079%) Salesforce CRM
10 8 (0.079%) SAP MDG
11 7 (0.069%) Oracle Procure-to-Pay
12 6 (0.060%) Dynamics AX
13 5 (0.050%) Sage 200
13 5 (0.050%) SAP PSCD
14 4 (0.040%) Magento
14 4 (0.040%) SAP BPC
Cloud Services
1 2,661 (26.40%) Azure
2 1,703 (16.89%) AWS
3 1,113 (11.04%) Power Platform
4 903 (8.96%) Azure AI
5 789 (7.83%) SaaS
6 710 (7.04%) GCP
7 562 (5.57%) Microsoft 365
8 505 (5.01%) GitHub
9 428 (4.25%) Microsoft Copilot
10 354 (3.51%) Azure DevOps
11 312 (3.09%) Anthropic Claude
12 311 (3.09%) Serverless
13 269 (2.67%) Snowflake
14 256 (2.54%) Power Automate
15 229 (2.27%) GitHub Copilot
16 228 (2.26%) Entra ID
17 166 (1.65%) PowerApps
18 161 (1.60%) Copilot Studio
19 152 (1.51%) Microsoft Purview
20 147 (1.46%) Cloud Computing
Communications & Networking
1 142 (1.41%) Broadband
2 136 (1.35%) Internet
3 117 (1.16%) Firewall
4 104 (1.03%) Network Security
5 96 (0.95%) VPN
6 82 (0.81%) DNS
7 41 (0.41%) WAN
8 39 (0.39%) TCP/IP
9 32 (0.32%) 5G
10 31 (0.31%) DHCP
11 30 (0.30%) VLAN
12 29 (0.29%) BGP
13 26 (0.26%) Wireless
14 24 (0.24%) HTTP
14 24 (0.24%) LAN
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
1 808 (8.02%) Power BI
2 414 (4.11%) Tableau
3 271 (2.69%) MongoDB
4 247 (2.45%) PostgreSQL
5 240 (2.38%) SQL Server
6 221 (2.19%) Data Warehouse
7 214 (2.12%) Metadata
8 201 (1.99%) Azure SQL Database
9 174 (1.73%) NoSQL
10 167 (1.66%) Data Lake
11 138 (1.37%) 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 63 (0.62%) Semantic Layer
18 60 (0.60%) Star Schema
19 59 (0.59%) Amazon RDS
20 58 (0.58%) Delta Lake
Development Applications
1 355 (3.52%) Git
2 223 (2.21%) JIRA
3 198 (1.96%) Claude Code
4 130 (1.29%) Jenkins
5 125 (1.24%) GitLab
6 48 (0.48%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 35 (0.35%) Maven
10 33 (0.33%) Postman
11 29 (0.29%) 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 2,993 (29.69%) Social Skills
2 2,426 (24.07%) Finance
3 1,180 (11.71%) Analytical Skills
4 965 (9.57%) Marketing
5 817 (8.10%) Inclusion and Diversity
6 617 (6.12%) Legal
7 604 (5.99%) Public Sector
8 532 (5.28%) Law
9 490 (4.86%) Banking
10 383 (3.80%) Retail
11 321 (3.18%) Influencing Skills
12 274 (2.72%) Organisational Skills
13 253 (2.51%) Manufacturing
14 181 (1.80%) Games
15 158 (1.57%) Financial Institution
16 153 (1.52%) Presentation Skills
17 146 (1.45%) Advertising
18 132 (1.31%) Telecoms
19 96 (0.95%) Legal Technology
20 88 (0.87%) Aerospace
Job Titles
1 1,943 (19.27%) Senior
2 1,093 (10.84%) Lead
3 1,041 (10.33%) Architect
4 985 (9.77%) Developer
5 800 (7.94%) Artificial Intelligence Engineer
6 747 (7.41%) Analyst
7 744 (7.38%) Software Engineer
8 415 (4.12%) Data Engineer
9 409 (4.06%) Consultant
10 404 (4.01%) Solutions Architect
11 363 (3.60%) Data Analyst
12 344 (3.41%) Junior
13 328 (3.25%) Senior Manager
14 283 (2.81%) Junior Analyst
15 276 (2.74%) Junior Data Analyst
16 266 (2.64%) Python Engineer
17 264 (2.62%) Data Scientist
18 242 (2.40%) Artificial Intelligence Architect
19 222 (2.20%) Senior Developer
20 212 (2.10%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 555 (5.51%) React
2 504 (5.00%) Terraform
3 493 (4.89%) .NET
4 336 (3.33%) REST
5 281 (2.79%) Node.js
6 248 (2.46%) LangChain
7 239 (2.37%) HTML
8 235 (2.33%) CSS
9 213 (2.11%) RESTful
10 198 (1.96%) ASP.NET
11 178 (1.77%) ASP.NET Core
11 178 (1.77%) Kafka
12 174 (1.73%) .NET Core
13 156 (1.55%) PyTorch
14 148 (1.47%) ML.NET
15 141 (1.40%) Spring
16 139 (1.38%) LangGraph
17 138 (1.37%) Next.js
18 132 (1.31%) TensorFlow
19 122 (1.21%) Blazor
Miscellaneous
1 787 (7.81%) AI Agents
2 721 (7.15%) Cloud Native
3 470 (4.66%) Onboarding
4 351 (3.48%) Distributed Systems
5 338 (3.35%) Product Ownership
6 278 (2.76%) Management Information System
7 211 (2.09%) Self-Motivation
8 204 (2.02%) Blog
9 200 (1.98%) Social Media
10 187 (1.85%) Algorithms
11 183 (1.82%) Enterprise Software
12 153 (1.52%) Robotics
13 151 (1.50%) Low-Code
14 145 (1.44%) Cyber Threat
15 134 (1.33%) Data Centre
15 134 (1.33%) Marketing Technology
16 105 (1.04%) Greenfield Project
17 102 (1.01%) Legacy Systems
18 96 (0.95%) IoT
19 94 (0.93%) Mobile App
Operating Systems
1 261 (2.59%) Linux
2 257 (2.55%) Windows
3 73 (0.72%) Windows Server
4 54 (0.54%) Android
5 35 (0.35%) Apple iOS
6 26 (0.26%) Unix
7 25 (0.25%) Mac OS
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 (0.060%) CentOS
13 6 (0.060%) 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 2,049 (20.33%) Machine Learning
2 1,981 (19.65%) Analytics
3 1,618 (16.05%) Software Engineering
4 1,610 (15.97%) Agile
5 1,466 (14.54%) Continuous Improvement
6 1,445 (14.33%) CI/CD
7 1,370 (13.59%) Problem-Solving
8 1,348 (13.37%) Roadmaps
9 1,247 (12.37%) Decision-Making
10 1,158 (11.49%) LLM
11 1,150 (11.41%) Stakeholder Management
12 1,078 (10.69%) Mentoring
13 1,045 (10.37%) Business Intelligence
14 1,040 (10.32%) DevOps
15 943 (9.35%) Generative AI
16 833 (8.26%) Data Science
17 766 (7.60%) Full-Stack Development
18 757 (7.51%) Cybersecurity
19 668 (6.63%) Coaching
20 667 (6.62%) Stakeholder Engagement
Programming Languages
1 2,699 (26.77%) Python
2 1,634 (16.21%) SQL
3 603 (5.98%) C#
4 590 (5.85%) JavaScript
5 530 (5.26%) TypeScript
6 464 (4.60%) Java
7 217 (2.15%) C++
8 180 (1.79%) PowerShell
9 122 (1.21%) Go
10 121 (1.20%) Bash
11 79 (0.78%) R
12 77 (0.76%) PHP
13 76 (0.75%) C
14 69 (0.68%) Bicep
15 68 (0.67%) Scala
16 66 (0.65%) Rust
17 51 (0.51%) Ruby
18 45 (0.45%) Data Analysis Expressions
19 37 (0.37%) Kotlin
20 30 (0.30%) Kusto Query Language
Qualifications
1 1,106 (10.97%) Degree
2 840 (8.33%) Security Cleared
3 690 (6.84%) Azure Certification
4 491 (4.87%) SC Cleared
5 305 (3.03%) Computer Science Degree
6 221 (2.19%) Master's Degree
7 213 (2.11%) DV Cleared
8 181 (1.80%) AWS Certification
9 166 (1.65%) CISSP
10 132 (1.31%) ACCA
11 130 (1.29%) Microsoft Certification
12 128 (1.27%) PhD
13 122 (1.21%) CISM
14 113 (1.12%) CIMA
15 104 (1.03%) 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 (0.57%) MBA
Quality Assurance & Compliance
1 620 (6.15%) Data Quality
2 341 (3.38%) QA
3 333 (3.30%) Accessibility
4 309 (3.07%) GDPR
5 199 (1.97%) ISO/IEC 27001
6 142 (1.41%) NIST
7 125 (1.24%) GRC
8 92 (0.91%) SLA
9 68 (0.67%) Cyber Essentials
10 57 (0.57%) WCAG
11 50 (0.50%) NCSC
12 43 (0.43%) PMO
13 35 (0.35%) PCI DSS
14 34 (0.34%) Cyber Essentials PLUS
15 31 (0.31%) Actionable Recommendations
16 28 (0.28%) ISO/IEC 42001
17 27 (0.27%) EU AI Act
18 23 (0.23%) IFRS
18 23 (0.23%) NIST 800
19 19 (0.19%) SOC 2
System Software
1 569 (5.64%) Docker
2 175 (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 (0.060%) IAG
11 6 (0.060%) 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%) KVM
Systems Management
1 605 (6.00%) Kubernetes
2 155 (1.54%) Microsoft Intune
3 100 (0.99%) Grafana
4 95 (0.94%) Ansible
5 75 (0.74%) Prometheus
6 33 (0.33%) Puppet
7 26 (0.26%) Argo
8 23 (0.23%) Single Sign-On
9 18 (0.18%) Podman
9 18 (0.18%) Progress Chef
10 17 (0.17%) Kubeflow
11 12 (0.12%) Istio
12 8 (0.079%) Nessus
12 8 (0.079%) Proxmox
13 7 (0.069%) Check_MK
13 7 (0.069%) Nagios
14 6 (0.060%) Autotask
14 6 (0.060%) CASB
14 6 (0.060%) Hadoop YARN
14 6 (0.060%) SCCM
Vendors
1 2,121 (21.04%) Microsoft
2 540 (5.36%) Google
3 400 (3.97%) Databricks
4 279 (2.77%) OpenAI
5 218 (2.16%) Salesforce
6 158 (1.57%) Adobe
6 158 (1.57%) SAP
7 135 (1.34%) Oracle
8 133 (1.32%) YouTube
9 129 (1.28%) Cisco
10 117 (1.16%) ServiceNow
11 98 (0.97%) Foundry
12 92 (0.91%) HubSpot
13 84 (0.83%) VMware
14 76 (0.75%) Apple
15 63 (0.62%) Facebook
16 61 (0.61%) CyberArk
17 60 (0.60%) Dell
18 58 (0.58%) Sage
19 54 (0.54%) Workday