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

6 months to
7 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 51
Rank change year-on-year +1 +42 +36
Permanent jobs citing AI 10,062 6,247 3,023
As % of all permanent jobs in the UK 8.51% 12.58% 4.13%
As % of the Processes & Methodologies category 11.63% 14.13% 5.04%
Number of salaries quoted 5,784 1,617 1,498
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 86,487 44,218 59,966
As % of all permanent jobs advertised in the UK 73.18% 89.02% 81.93%
Number of salaries quoted 59,402 24,461 32,381
10th Percentile £31,250 £28,325 £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 7 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 7 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 8,841 £72,500 - 21,651
UK excluding London -8 5,481 £65,000 +8.33% 8,812
London +9 3,877 £85,000 +6.25% 14,228
Work from Home -3 3,237 £70,000 +7.69% 8,849
North of England -9 1,616 £66,000 +10.00% 2,192
South East -8 1,235 £62,500 +19.05% 2,220
North West +10 977 £67,500 +4.27% 1,309
Midlands -14 819 £62,500 +2.04% 1,003
South West -2 626 £69,056 +17.54% 850
West Midlands -9 548 £62,500 +4.17% 638
East of England +16 525 £60,100 +9.27% 912
Yorkshire -11 392 £65,000 -13.33% 632
Scotland -8 296 £85,000 +25.93% 1,098
East Midlands -22 271 £53,750 -17.31% 365
North East -10 247 £66,000 +155.47% 258
Wales -1 229 £66,000 +20.00% 212
Northern Ireland +1 150 £74,830 -6.46% 374

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 (2.96%) SharePoint
2 138 (1.37%) Confluence
3 111 (1.10%) CMS
4 91 (0.90%) Microsoft Exchange
5 84 (0.83%) Apache Spark
6 77 (0.77%) Apache
7 71 (0.71%) Apache Airflow
8 41 (0.41%) WordPress
9 34 (0.34%) SAS
10 21 (0.21%) Palantir Foundry
11 17 (0.17%) Jupyter
12 16 (0.16%) IIS
13 13 (0.13%) Adobe Experience Manager
14 12 (0.12%) Camunda
14 12 (0.12%) nginx
15 9 (0.089%) Headless CMS
15 9 (0.089%) Sitecore CMS
16 8 (0.080%) OpenStack
17 7 (0.070%) Oracle SOA Suite
17 7 (0.070%) Oracle Workflow
Applications
1 472 (4.69%) Microsoft Excel
2 149 (1.48%) Microsoft Office
3 98 (0.97%) Chatbot
4 92 (0.91%) 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 (0.080%) LaTeX
14 8 (0.080%) SPSS
14 8 (0.080%) Trello
15 7 (0.070%) Moqups
15 7 (0.070%) Revit
16 6 (0.060%) Adobe XD
Business Applications
1 132 (1.31%) Dynamics CRM
2 60 (0.60%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 19 (0.19%) Cloudability
4 19 (0.19%) NetSuite
5 18 (0.18%) Shopify
6 12 (0.12%) Distributed Ledger
6 12 (0.12%) Payment Gateway
7 10 (0.099%) Dynamics AX
7 10 (0.099%) Elite 3E
8 8 (0.080%) Carpe Diem
8 8 (0.080%) Dynamics NAV
8 8 (0.080%) Oracle Procure-to-Pay
8 8 (0.080%) Sage 50
8 8 (0.080%) Salesforce CRM
8 8 (0.080%) SAP MDG
9 6 (0.060%) Sage 200
9 6 (0.060%) SAP BPC
10 5 (0.050%) SAP PSCD
11 4 (0.040%) Magento
Cloud Services
1 2,460 (24.45%) Azure
2 1,709 (16.98%) AWS
3 1,027 (10.21%) Power Platform
4 867 (8.62%) SaaS
5 710 (7.06%) GCP
6 691 (6.87%) Azure AI
7 576 (5.72%) Microsoft 365
8 517 (5.14%) GitHub
9 443 (4.40%) Microsoft Copilot
10 352 (3.50%) Azure DevOps
11 310 (3.08%) Anthropic Claude
12 302 (3.00%) Serverless
13 271 (2.69%) Snowflake
14 256 (2.54%) Power Automate
15 233 (2.32%) GitHub Copilot
16 230 (2.29%) Entra ID
17 167 (1.66%) PowerApps
18 165 (1.64%) Copilot Studio
19 157 (1.56%) Microsoft Purview
20 147 (1.46%) Cloud Computing
Communications & Networking
1 137 (1.36%) Broadband
2 136 (1.35%) Internet
3 119 (1.18%) Firewall
4 106 (1.05%) Network Security
5 97 (0.96%) VPN
6 87 (0.86%) DNS
7 42 (0.42%) WAN
8 40 (0.40%) TCP/IP
9 36 (0.36%) DHCP
10 32 (0.32%) 5G
11 30 (0.30%) VLAN
12 28 (0.28%) BGP
13 27 (0.27%) Wireless
14 26 (0.26%) LAN
15 21 (0.21%) 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
1 711 (7.07%) Power BI
2 324 (3.22%) Tableau
3 276 (2.74%) MongoDB
4 252 (2.50%) PostgreSQL
5 238 (2.37%) SQL Server
6 218 (2.17%) Data Warehouse
7 216 (2.15%) Metadata
8 197 (1.96%) Azure SQL Database
9 177 (1.76%) NoSQL
10 162 (1.61%) Data Lake
11 150 (1.49%) Big Data
12 134 (1.33%) Relational Database
13 105 (1.04%) MySQL
14 74 (0.74%) BigQuery
15 68 (0.68%) Redis
16 65 (0.65%) DynamoDB
16 65 (0.65%) Semantic Layer
17 61 (0.61%) Star Schema
18 59 (0.59%) Amazon RDS
19 57 (0.57%) Delta Lake
Development Applications
1 364 (3.62%) Git
2 226 (2.25%) JIRA
3 201 (2.00%) Claude Code
4 134 (1.33%) Jenkins
5 133 (1.32%) GitLab
6 47 (0.47%) 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 21 (0.21%) Cucumber
12 21 (0.21%) Snyk
13 17 (0.17%) Mockito
13 17 (0.17%) Visual Studio Code
14 15 (0.15%) Vite
15 14 (0.14%) Gatling
15 14 (0.14%) Spock
15 14 (0.14%) TeamCity
16 12 (0.12%) REST Assured
General
1 2,878 (28.60%) Social Skills
2 2,532 (25.16%) Finance
3 1,205 (11.98%) Analytical Skills
4 1,077 (10.70%) Marketing
5 917 (9.11%) Inclusion and Diversity
6 642 (6.38%) Legal
7 615 (6.11%) Public Sector
8 527 (5.24%) Law
9 499 (4.96%) Banking
10 397 (3.95%) Retail
11 339 (3.37%) Influencing Skills
12 280 (2.78%) Organisational Skills
13 258 (2.56%) Manufacturing
14 179 (1.78%) Presentation Skills
15 170 (1.69%) Games
16 161 (1.60%) Financial Institution
17 151 (1.50%) Advertising
18 129 (1.28%) Telecoms
19 94 (0.93%) Legal Technology
20 92 (0.91%) Aerospace
Job Titles
1 1,979 (19.67%) Senior
2 1,102 (10.95%) Lead
3 1,032 (10.26%) Architect
4 998 (9.92%) Developer
5 769 (7.64%) Software Engineer
6 701 (6.97%) Artificial Intelligence Engineer
7 636 (6.32%) Analyst
8 443 (4.40%) Consultant
9 418 (4.15%) Data Engineer
10 400 (3.98%) Solutions Architect
11 341 (3.39%) Senior Manager
12 268 (2.66%) Data Scientist
13 267 (2.65%) Python Engineer
14 257 (2.55%) Data Analyst
15 244 (2.42%) Artificial Intelligence Architect
16 235 (2.34%) Junior
17 230 (2.29%) Senior Developer
18 218 (2.17%) Senior Software Engineer
19 201 (2.00%) .NET Developer
20 199 (1.98%) Data Architect
Libraries, Frameworks & Software Standards
1 551 (5.48%) React
2 511 (5.08%) Terraform
3 489 (4.86%) .NET
4 352 (3.50%) REST
5 284 (2.82%) Node.js
6 253 (2.51%) LangChain
7 247 (2.45%) CSS
8 235 (2.34%) HTML
9 211 (2.10%) RESTful
10 197 (1.96%) ASP.NET
11 178 (1.77%) ASP.NET Core
12 176 (1.75%) Kafka
13 174 (1.73%) .NET Core
14 154 (1.53%) PyTorch
15 148 (1.47%) ML.NET
16 146 (1.45%) LangGraph
17 144 (1.43%) Spring
18 133 (1.32%) Next.js
19 131 (1.30%) TensorFlow
20 124 (1.23%) FastAPI
Miscellaneous
1 816 (8.11%) AI Agents
2 726 (7.22%) Cloud Native
3 591 (5.87%) Onboarding
4 350 (3.48%) Distributed Systems
5 342 (3.40%) Product Ownership
6 292 (2.90%) Management Information System
7 235 (2.34%) Self-Motivation
8 208 (2.07%) Blog
9 197 (1.96%) Social Media
10 190 (1.89%) Marketing Technology
11 189 (1.88%) Algorithms
12 186 (1.85%) Enterprise Software
13 155 (1.54%) Cyber Threat
14 152 (1.51%) Low-Code
14 152 (1.51%) Robotics
15 123 (1.22%) Data Centre
16 106 (1.05%) Greenfield Project
17 101 (1.00%) Legacy Systems
17 101 (1.00%) Virtual Team
18 94 (0.93%) IoT
Operating Systems
1 267 (2.65%) Windows
2 265 (2.63%) Linux
3 77 (0.77%) Windows Server
4 55 (0.55%) Android
5 36 (0.36%) Apple iOS
6 30 (0.30%) Mac OS
7 26 (0.26%) Unix
8 23 (0.23%) VMS
9 22 (0.22%) Ubuntu
10 11 (0.11%) Debian
10 11 (0.11%) Embedded Linux
11 10 (0.099%) Windows 10
12 9 (0.089%) Windows Server 2019
13 8 (0.080%) Red Hat Enterprise Linux
14 7 (0.070%) Kali Linux
15 6 (0.060%) CentOS
16 5 (0.050%) Solaris
17 4 (0.040%) Robot Operating System
18 3 (0.030%) Gentoo
18 3 (0.030%) Rocky
Processes & Methodologies
1 2,063 (20.50%) Machine Learning
2 2,000 (19.88%) Analytics
3 1,660 (16.50%) Software Engineering
4 1,616 (16.06%) Agile
5 1,483 (14.74%) Continuous Improvement
6 1,448 (14.39%) CI/CD
7 1,398 (13.89%) Problem-Solving
8 1,373 (13.65%) Roadmaps
9 1,247 (12.39%) Decision-Making
10 1,213 (12.06%) Stakeholder Management
11 1,186 (11.79%) LLM
12 1,081 (10.74%) Mentoring
13 1,037 (10.31%) DevOps
14 983 (9.77%) Generative AI
15 946 (9.40%) Business Intelligence
16 838 (8.33%) Data Science
17 777 (7.72%) Cybersecurity
18 754 (7.49%) Full-Stack Development
19 704 (7.00%) Coaching
20 694 (6.90%) Stakeholder Engagement
Programming Languages
1 2,525 (25.09%) Python
2 1,540 (15.31%) SQL
3 606 (6.02%) C#
4 602 (5.98%) JavaScript
5 548 (5.45%) TypeScript
6 474 (4.71%) Java
7 220 (2.19%) C++
8 182 (1.81%) PowerShell
9 124 (1.23%) Go
10 121 (1.20%) Bash
11 83 (0.82%) R
12 77 (0.77%) C
12 77 (0.77%) PHP
13 70 (0.70%) Rust
14 69 (0.69%) Scala
15 67 (0.67%) Bicep
16 51 (0.51%) Ruby
17 47 (0.47%) Data Analysis Expressions
18 40 (0.40%) Kotlin
19 30 (0.30%) Kusto Query Language
Qualifications
1 1,167 (11.60%) Degree
2 854 (8.49%) Security Cleared
3 508 (5.05%) SC Cleared
4 483 (4.80%) Azure Certification
5 313 (3.11%) Computer Science Degree
6 268 (2.66%) Master's Degree
7 217 (2.16%) DV Cleared
8 180 (1.79%) AWS Certification
9 171 (1.70%) CISSP
10 138 (1.37%) Microsoft Certification
11 130 (1.29%) ACCA
12 129 (1.28%) PhD
13 126 (1.25%) CISM
14 114 (1.13%) DBS Check
15 111 (1.10%) CIMA
16 74 (0.74%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 62 (0.62%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 630 (6.26%) Data Quality
2 344 (3.42%) QA
3 328 (3.26%) Accessibility
4 318 (3.16%) GDPR
5 203 (2.02%) ISO/IEC 27001
6 145 (1.44%) NIST
7 120 (1.19%) GRC
8 93 (0.92%) SLA
9 69 (0.69%) Cyber Essentials
10 58 (0.58%) WCAG
11 52 (0.52%) 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 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 (5.74%) Docker
2 177 (1.76%) Active Directory
3 73 (0.73%) VMware Infrastructure
4 64 (0.64%) Virtual Machines
5 28 (0.28%) 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 (0.080%) Ceph
10 8 (0.080%) VMware ESXi
11 6 (0.060%) 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%) DFS Replication
Systems Management
1 614 (6.10%) Kubernetes
2 158 (1.57%) Microsoft Intune
3 98 (0.97%) Grafana
4 95 (0.94%) Ansible
5 74 (0.74%) Prometheus
6 35 (0.35%) Puppet
7 26 (0.26%) Argo
8 25 (0.25%) 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 (0.080%) Nessus
14 7 (0.070%) CASB
14 7 (0.070%) Check_MK
14 7 (0.070%) EnCase
14 7 (0.070%) FTK
14 7 (0.070%) Proxmox
15 6 (0.060%) Autotask
15 6 (0.060%) Hadoop YARN
Vendors
1 2,038 (20.25%) Microsoft
2 558 (5.55%) Google
3 393 (3.91%) Databricks
4 283 (2.81%) OpenAI
5 277 (2.75%) Salesforce
6 172 (1.71%) Adobe
7 164 (1.63%) SAP
8 137 (1.36%) Oracle
9 134 (1.33%) YouTube
10 128 (1.27%) Cisco
11 115 (1.14%) ServiceNow
12 102 (1.01%) Foundry
12 102 (1.01%) TikTok
13 93 (0.92%) HubSpot
14 86 (0.85%) Samsung
14 86 (0.85%) VMware
15 75 (0.75%) Apple
16 63 (0.63%) Facebook
17 61 (0.61%) CyberArk
17 61 (0.61%) Dell