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

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 8 8 51
Rank change year-on-year 0 +43 +37
Permanent jobs citing AI 10,035 6,262 3,024
As % of all permanent jobs in the UK 8.52% 12.61% 4.13%
As % of the Processes & Methodologies category 11.65% 14.17% 5.03%
Number of salaries quoted 5,754 1,629 1,501
10th Percentile £41,250 £34,650 £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 £121,500 £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 86,155 44,192 60,081
As % of all permanent jobs advertised in the UK 73.18% 88.99% 81.99%
Number of salaries quoted 59,150 24,458 32,463
10th Percentile £31,250 £28,325 £32,500
25th Percentile £41,250 £36,250 £42,608
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 £96,750
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 8 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 8 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 8,817 £72,500 +0.69% 19,988
UK excluding London -7 5,472 £65,000 +8.33% 7,532
London +9 3,863 £85,000 +6.25% 13,640
Work from Home -3 3,218 £70,000 +7.69% 7,586
North of England -8 1,620 £66,000 +10.00% 1,879
South East -8 1,222 £62,500 +19.05% 1,963
North West +10 976 £67,445 +7.91% 1,142
Midlands -14 819 £62,500 +2.04% 855
South West -1 627 £69,056 +20.10% 705
West Midlands -8 543 £62,500 +4.17% 566
East of England +15 524 £60,100 +9.27% 733
Yorkshire -10 396 £65,000 -11.86% 535
Scotland -6 296 £85,000 +25.93% 915
East Midlands -21 276 £53,750 -17.31% 289
North East -11 248 £66,000 +161.88% 208
Wales -4 229 £66,000 +20.00% 153
Northern Ireland +3 150 £74,830 -6.46% 371

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 (2.97%) SharePoint
2 137 (1.37%) Confluence
3 118 (1.18%) CMS
4 92 (0.92%) Microsoft Exchange
5 81 (0.81%) Apache Spark
6 76 (0.76%) Apache
7 70 (0.70%) Apache Airflow
8 43 (0.43%) WordPress
9 34 (0.34%) SAS
10 19 (0.19%) 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 (0.090%) Headless CMS
15 9 (0.090%) Sitecore CMS
16 8 (0.080%) OpenStack
17 7 (0.070%) Oracle SOA Suite
17 7 (0.070%) Oracle Workflow
Applications
1 472 (4.70%) Microsoft Excel
2 149 (1.48%) Microsoft Office
3 96 (0.96%) Chatbot
4 92 (0.92%) Microsoft PowerPoint
5 37 (0.37%) MS Visio
6 31 (0.31%) Adobe Creative Suite
7 26 (0.26%) 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%) Revit
14 8 (0.080%) SPSS
15 7 (0.070%) Moqups
15 7 (0.070%) Trello
16 6 (0.060%) Adobe XD
Business Applications
1 134 (1.34%) Dynamics CRM
2 59 (0.59%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 19 (0.19%) Cloudability
4 19 (0.19%) NetSuite
4 19 (0.19%) Shopify
5 13 (0.13%) Distributed Ledger
6 12 (0.12%) Payment Gateway
7 10 (0.100%) Dynamics AX
7 10 (0.100%) 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 2,436 (24.28%) Azure
2 1,703 (16.97%) AWS
3 1,029 (10.25%) Power Platform
4 871 (8.68%) SaaS
5 709 (7.07%) GCP
6 671 (6.69%) Azure AI
7 577 (5.75%) Microsoft 365
8 521 (5.19%) GitHub
9 444 (4.42%) Microsoft Copilot
10 353 (3.52%) Azure DevOps
11 313 (3.12%) Anthropic Claude
12 300 (2.99%) Serverless
13 255 (2.54%) Power Automate
14 253 (2.52%) Snowflake
15 235 (2.34%) GitHub Copilot
16 230 (2.29%) Entra ID
17 166 (1.65%) PowerApps
18 165 (1.64%) Copilot Studio
19 158 (1.57%) Microsoft Purview
20 147 (1.46%) Cloud Computing
Communications & Networking
1 143 (1.43%) Internet
2 137 (1.37%) Broadband
3 122 (1.22%) Firewall
4 107 (1.07%) Network Security
5 98 (0.98%) VPN
6 88 (0.88%) DNS
7 42 (0.42%) WAN
8 41 (0.41%) TCP/IP
9 37 (0.37%) DHCP
10 32 (0.32%) 5G
11 31 (0.31%) VLAN
12 28 (0.28%) BGP
13 26 (0.26%) LAN
13 26 (0.26%) Wireless
14 21 (0.21%) HTTP
15 19 (0.19%) OSPF
15 19 (0.19%) VoIP
16 18 (0.18%) SMS
17 17 (0.17%) MQTT
17 17 (0.17%) Wi-Fi
Database & Business Intelligence
1 713 (7.11%) Power BI
2 323 (3.22%) Tableau
3 276 (2.75%) MongoDB
4 252 (2.51%) PostgreSQL
5 220 (2.19%) Metadata
6 218 (2.17%) SQL Server
7 217 (2.16%) Data Warehouse
8 194 (1.93%) Azure SQL Database
9 176 (1.75%) NoSQL
10 159 (1.58%) Data Lake
11 150 (1.49%) Big Data
12 133 (1.33%) Relational Database
13 105 (1.05%) 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 56 (0.56%) Delta Lake
Development Applications
1 362 (3.61%) Git
2 224 (2.23%) JIRA
3 203 (2.02%) Claude Code
4 135 (1.35%) GitLab
5 134 (1.34%) Jenkins
6 46 (0.46%) MLflow
7 37 (0.37%) 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
13 20 (0.20%) Snyk
14 17 (0.17%) Mockito
14 17 (0.17%) Visual Studio Code
15 15 (0.15%) Vite
16 14 (0.14%) Gatling
16 14 (0.14%) Spock
16 14 (0.14%) TeamCity
17 12 (0.12%) REST Assured
General
1 2,881 (28.71%) Social Skills
2 2,528 (25.19%) Finance
3 1,205 (12.01%) Analytical Skills
4 1,091 (10.87%) Marketing
5 934 (9.31%) Inclusion and Diversity
6 645 (6.43%) Legal
7 610 (6.08%) Public Sector
8 524 (5.22%) Law
9 498 (4.96%) Banking
10 407 (4.06%) Retail
11 334 (3.33%) Influencing Skills
12 280 (2.79%) Organisational Skills
13 255 (2.54%) Manufacturing
14 185 (1.84%) Presentation Skills
15 169 (1.68%) Games
16 162 (1.61%) Financial Institution
17 154 (1.53%) Advertising
18 128 (1.28%) Telecoms
19 94 (0.94%) Legal Technology
20 92 (0.92%) Aerospace
Job Titles
1 1,975 (19.68%) Senior
2 1,104 (11.00%) Lead
3 1,029 (10.25%) Architect
4 1,002 (9.99%) Developer
5 768 (7.65%) Software Engineer
6 703 (7.01%) Artificial Intelligence Engineer
7 629 (6.27%) Analyst
8 447 (4.45%) Consultant
9 412 (4.11%) Data Engineer
10 404 (4.03%) Solutions Architect
11 338 (3.37%) Senior Manager
12 269 (2.68%) Data Scientist
13 264 (2.63%) Python Engineer
14 258 (2.57%) Data Analyst
15 248 (2.47%) Artificial Intelligence Architect
16 235 (2.34%) Junior
17 232 (2.31%) Senior Developer
18 218 (2.17%) Senior Software Engineer
19 201 (2.00%) .NET Developer
20 193 (1.92%) Data Architect
Libraries, Frameworks & Software Standards
1 550 (5.48%) React
2 507 (5.05%) Terraform
3 487 (4.85%) .NET
4 354 (3.53%) REST
5 282 (2.81%) Node.js
6 250 (2.49%) LangChain
7 248 (2.47%) CSS
8 236 (2.35%) HTML
9 210 (2.09%) RESTful
10 197 (1.96%) ASP.NET
11 178 (1.77%) ASP.NET Core
12 174 (1.73%) .NET Core
12 174 (1.73%) Kafka
13 153 (1.52%) PyTorch
14 148 (1.47%) ML.NET
15 144 (1.43%) LangGraph
15 144 (1.43%) Spring
16 133 (1.33%) Next.js
17 129 (1.29%) TensorFlow
18 124 (1.24%) FastAPI
Miscellaneous
1 815 (8.12%) AI Agents
2 722 (7.19%) Cloud Native
3 614 (6.12%) Onboarding
4 348 (3.47%) Distributed Systems
5 343 (3.42%) Product Ownership
6 297 (2.96%) Management Information System
7 237 (2.36%) Self-Motivation
8 207 (2.06%) Blog
9 203 (2.02%) Social Media
10 194 (1.93%) Marketing Technology
11 189 (1.88%) Algorithms
12 187 (1.86%) Enterprise Software
13 154 (1.53%) Cyber Threat
14 150 (1.49%) Low-Code
15 149 (1.48%) Robotics
16 122 (1.22%) Data Centre
17 107 (1.07%) Virtual Team
18 105 (1.05%) Greenfield Project
19 101 (1.01%) Legacy Systems
20 94 (0.94%) IoT
Operating Systems
1 267 (2.66%) Windows
2 264 (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 (0.100%) Windows 10
12 9 (0.090%) 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 2,041 (20.34%) Machine Learning
2 2,005 (19.98%) Analytics
3 1,653 (16.47%) Software Engineering
4 1,593 (15.87%) Agile
5 1,478 (14.73%) Continuous Improvement
6 1,441 (14.36%) CI/CD
7 1,398 (13.93%) Problem-Solving
8 1,348 (13.43%) Roadmaps
9 1,249 (12.45%) Decision-Making
10 1,224 (12.20%) Stakeholder Management
11 1,182 (11.78%) LLM
12 1,072 (10.68%) Mentoring
13 1,033 (10.29%) DevOps
14 982 (9.79%) Generative AI
15 948 (9.45%) Business Intelligence
16 840 (8.37%) Data Science
17 772 (7.69%) Cybersecurity
18 752 (7.49%) Full-Stack Development
19 712 (7.10%) Coaching
20 699 (6.97%) Stakeholder Engagement
Programming Languages
1 2,518 (25.09%) Python
2 1,522 (15.17%) SQL
3 605 (6.03%) C#
4 604 (6.02%) JavaScript
5 547 (5.45%) TypeScript
6 474 (4.72%) Java
7 219 (2.18%) C++
8 183 (1.82%) PowerShell
9 122 (1.22%) Go
10 121 (1.21%) Bash
11 83 (0.83%) R
12 78 (0.78%) PHP
13 76 (0.76%) C
14 69 (0.69%) Rust
14 69 (0.69%) Scala
15 66 (0.66%) Bicep
16 51 (0.51%) Ruby
17 48 (0.48%) Data Analysis Expressions
18 40 (0.40%) Kotlin
19 26 (0.26%) Kusto Query Language
Qualifications
1 1,170 (11.66%) Degree
2 849 (8.46%) Security Cleared
3 501 (4.99%) SC Cleared
4 482 (4.80%) Azure Certification
5 310 (3.09%) Computer Science Degree
6 275 (2.74%) Master's Degree
7 217 (2.16%) DV Cleared
8 180 (1.79%) AWS Certification
9 172 (1.71%) CISSP
10 137 (1.37%) Microsoft Certification
11 133 (1.33%) PhD
12 130 (1.30%) ACCA
13 127 (1.27%) CISM
14 116 (1.16%) DBS Check
15 111 (1.11%) CIMA
16 74 (0.74%) AWS Certified Solutions Architect
17 67 (0.67%) A+ Certification
18 66 (0.66%) Network+ Certification
19 63 (0.63%) BPSS Clearance
20 57 (0.57%) MBA
Quality Assurance & Compliance
1 632 (6.30%) Data Quality
2 347 (3.46%) QA
3 330 (3.29%) Accessibility
4 322 (3.21%) GDPR
5 204 (2.03%) ISO/IEC 27001
6 148 (1.47%) NIST
7 117 (1.17%) GRC
8 95 (0.95%) SLA
9 69 (0.69%) Cyber Essentials
10 58 (0.58%) WCAG
11 52 (0.52%) NCSC
12 44 (0.44%) PMO
13 35 (0.35%) Cyber Essentials PLUS
14 34 (0.34%) Actionable Recommendations
14 34 (0.34%) PCI DSS
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 18 (0.18%) SOC 2
System Software
1 578 (5.76%) Docker
2 176 (1.75%) Active Directory
3 73 (0.73%) VMware Infrastructure
4 43 (0.43%) 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
1 610 (6.08%) Kubernetes
2 158 (1.57%) Microsoft Intune
3 100 (1.00%) Grafana
4 94 (0.94%) Ansible
5 74 (0.74%) Prometheus
6 35 (0.35%) Puppet
7 25 (0.25%) Argo
7 25 (0.25%) Single Sign-On
8 20 (0.20%) Progress Chef
9 18 (0.18%) Podman
10 16 (0.16%) Kubeflow
11 13 (0.13%) Istio
12 9 (0.090%) CASB
13 8 (0.080%) Nessus
14 7 (0.070%) Autotask
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%) Hadoop YARN
Vendors
1 2,014 (20.07%) Microsoft
2 567 (5.65%) Google
3 369 (3.68%) Databricks
4 285 (2.84%) Salesforce
5 281 (2.80%) OpenAI
6 179 (1.78%) Adobe
7 164 (1.63%) SAP
8 138 (1.38%) Oracle
9 134 (1.34%) YouTube
10 127 (1.27%) Cisco
11 123 (1.23%) TikTok
12 115 (1.15%) ServiceNow
13 107 (1.07%) Samsung
14 100 (1.00%) Foundry
15 92 (0.92%) HubSpot
16 86 (0.86%) VMware
17 76 (0.76%) Apple
18 63 (0.63%) Facebook
19 61 (0.61%) CyberArk
19 61 (0.61%) Dell