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

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 8 9 52
Rank change year-on-year +1 +43 +36
Permanent jobs citing AI 10,136 6,170 2,976
As % of all permanent jobs in the UK 8.58% 12.48% 4.10%
As % of the Processes & Methodologies category 11.73% 14.03% 4.98%
Number of salaries quoted 5,781 1,639 1,479
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 £122,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £65,766
% change year-on-year +8.33% -8.77% +1.08%

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 86,418 43,977 59,769
As % of all permanent jobs advertised in the UK 73.19% 88.96% 82.26%
Number of salaries quoted 59,113 24,503 32,039
10th Percentile £31,250 £28,250 £32,500
25th Percentile £41,250 £36,250 £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 £77,500
90th Percentile £100,000 £95,000 £97,500
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 10 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 10 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 8,906 £72,500 +1.40% 20,282
UK excluding London -8 5,529 £65,000 +8.33% 7,188
London +9 3,901 £85,000 +6.25% 14,050
Work from Home -3 3,247 £70,752 +8.85% 7,667
North of England -7 1,634 £66,000 +10.00% 1,834
South East -8 1,233 £62,500 +19.05% 1,688
North West +12 985 £67,472 +7.96% 1,102
Midlands -13 829 £62,500 +4.17% 814
South West -1 639 £69,056 +20.10% 687
West Midlands -8 541 £65,000 +8.33% 529
East of England +16 528 £60,100 +11.81% 737
Yorkshire -10 397 £65,000 -8.77% 528
Scotland -8 302 £85,000 +28.30% 941
East Midlands -20 288 £58,750 -9.62% 285
North East -11 252 £66,000 +161.88% 209
Wales -3 229 £65,500 +19.09% 151
Northern Ireland +4 150 £74,830 -6.46% 376

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
1 304 (3.00%) SharePoint
2 136 (1.34%) Confluence
3 115 (1.13%) CMS
4 97 (0.96%) Microsoft Exchange
5 82 (0.81%) Apache Spark
6 80 (0.79%) Apache
7 72 (0.71%) Apache Airflow
8 41 (0.40%) WordPress
9 34 (0.34%) SAS
10 20 (0.20%) Palantir Foundry
11 17 (0.17%) Jupyter
12 16 (0.16%) IIS
13 13 (0.13%) Adobe Experience Manager
13 13 (0.13%) nginx
14 12 (0.12%) Camunda
15 9 (0.089%) 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
1 482 (4.76%) Microsoft Excel
2 154 (1.52%) Microsoft Office
3 99 (0.98%) Chatbot
4 95 (0.94%) Microsoft PowerPoint
5 38 (0.37%) MS Visio
6 32 (0.32%) 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
1 135 (1.33%) Dynamics CRM
2 59 (0.58%) SAP S/4HANA
3 28 (0.28%) Dynamics GP
4 21 (0.21%) Shopify
5 19 (0.19%) Cloudability
6 17 (0.17%) NetSuite
7 13 (0.13%) Distributed Ledger
8 12 (0.12%) Payment Gateway
9 10 (0.099%) Dynamics AX
9 10 (0.099%) Elite 3E
10 9 (0.089%) Oracle Procure-to-Pay
11 8 (0.079%) Carpe Diem
11 8 (0.079%) Dynamics NAV
11 8 (0.079%) Sage 50
11 8 (0.079%) Salesforce CRM
11 8 (0.079%) SAP MDG
12 6 (0.059%) Sage 200
12 6 (0.059%) SAP BPC
13 5 (0.049%) Oracle ERP
13 5 (0.049%) SAP PSCD
Cloud Services
1 2,476 (24.43%) Azure
2 1,714 (16.91%) AWS
3 1,054 (10.40%) Power Platform
4 875 (8.63%) SaaS
5 723 (7.13%) GCP
6 673 (6.64%) Azure AI
7 588 (5.80%) Microsoft 365
8 530 (5.23%) GitHub
9 453 (4.47%) Microsoft Copilot
10 358 (3.53%) Azure DevOps
11 313 (3.09%) Anthropic Claude
12 307 (3.03%) Serverless
13 259 (2.56%) Snowflake
14 254 (2.51%) Power Automate
15 236 (2.33%) Entra ID
15 236 (2.33%) GitHub Copilot
16 170 (1.68%) Copilot Studio
17 166 (1.64%) PowerApps
18 163 (1.61%) Microsoft Purview
19 146 (1.44%) GitHub Actions
Communications & Networking
1 145 (1.43%) Internet
2 133 (1.31%) Broadband
3 127 (1.25%) Firewall
4 106 (1.05%) Network Security
5 101 (1.00%) VPN
6 88 (0.87%) DNS
7 44 (0.43%) TCP/IP
8 43 (0.42%) WAN
9 37 (0.37%) DHCP
10 35 (0.35%) 5G
11 33 (0.33%) VLAN
12 28 (0.28%) BGP
13 27 (0.27%) LAN
14 24 (0.24%) Wireless
15 21 (0.21%) HTTP
15 21 (0.21%) VoIP
16 19 (0.19%) OSPF
17 18 (0.18%) SMS
17 18 (0.18%) Wi-Fi
18 17 (0.17%) MQTT
Database & Business Intelligence
1 733 (7.23%) Power BI
2 329 (3.25%) Tableau
3 276 (2.72%) MongoDB
4 252 (2.49%) PostgreSQL
5 224 (2.21%) Metadata
6 222 (2.19%) Data Warehouse
6 222 (2.19%) SQL Server
7 195 (1.92%) Azure SQL Database
8 177 (1.75%) NoSQL
9 162 (1.60%) Data Lake
10 153 (1.51%) Big Data
11 133 (1.31%) Relational Database
12 106 (1.05%) MySQL
13 76 (0.75%) BigQuery
14 71 (0.70%) Redis
15 66 (0.65%) DynamoDB
16 65 (0.64%) Semantic Layer
17 62 (0.61%) Star Schema
18 60 (0.59%) Amazon RDS
19 57 (0.56%) Delta Lake
Development Applications
1 369 (3.64%) Git
2 225 (2.22%) JIRA
3 203 (2.00%) Claude Code
4 142 (1.40%) GitLab
5 137 (1.35%) Jenkins
6 46 (0.45%) MLflow
7 37 (0.37%) Selenium
8 36 (0.36%) JUnit
9 34 (0.34%) Maven
10 33 (0.33%) Postman
11 31 (0.31%) Cypress.io
12 22 (0.22%) 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 13 (0.13%) REST Assured
General
1 2,929 (28.90%) Social Skills
2 2,580 (25.45%) Finance
3 1,231 (12.14%) Analytical Skills
4 1,104 (10.89%) Marketing
5 941 (9.28%) Inclusion and Diversity
6 645 (6.36%) Legal
7 618 (6.10%) Public Sector
8 527 (5.20%) Law
9 515 (5.08%) Banking
10 419 (4.13%) Retail
11 336 (3.31%) Influencing Skills
12 287 (2.83%) Organisational Skills
13 257 (2.54%) Manufacturing
14 188 (1.85%) Presentation Skills
15 163 (1.61%) Games
16 161 (1.59%) Financial Institution
17 158 (1.56%) Advertising
18 131 (1.29%) Telecoms
19 96 (0.95%) Aerospace
20 91 (0.90%) Legal Technology
Job Titles
1 1,999 (19.72%) Senior
2 1,118 (11.03%) Lead
3 1,040 (10.26%) Architect
4 1,010 (9.96%) Developer
5 777 (7.67%) Software Engineer
6 708 (6.99%) Artificial Intelligence Engineer
7 639 (6.30%) Analyst
8 462 (4.56%) Consultant
9 419 (4.13%) Data Engineer
10 403 (3.98%) Solutions Architect
11 338 (3.33%) Senior Manager
12 273 (2.69%) Data Scientist
13 265 (2.61%) Python Engineer
14 261 (2.57%) Data Analyst
15 253 (2.50%) Artificial Intelligence Architect
16 236 (2.33%) Junior
17 234 (2.31%) Senior Developer
18 223 (2.20%) Senior Software Engineer
19 200 (1.97%) .NET Developer
20 196 (1.93%) Data Architect
Libraries, Frameworks & Software Standards
1 554 (5.47%) React
2 518 (5.11%) Terraform
3 487 (4.80%) .NET
4 366 (3.61%) REST
5 288 (2.84%) Node.js
6 254 (2.51%) LangChain
7 252 (2.49%) CSS
8 235 (2.32%) HTML
9 210 (2.07%) RESTful
10 196 (1.93%) ASP.NET
11 178 (1.76%) ASP.NET Core
12 175 (1.73%) Kafka
13 174 (1.72%) .NET Core
14 153 (1.51%) PyTorch
15 148 (1.46%) LangGraph
15 148 (1.46%) ML.NET
16 147 (1.45%) Spring
17 131 (1.29%) Next.js
18 130 (1.28%) TensorFlow
19 125 (1.23%) FastAPI
Miscellaneous
1 841 (8.30%) AI Agents
2 727 (7.17%) Cloud Native
3 630 (6.22%) Onboarding
4 349 (3.44%) Distributed Systems
5 346 (3.41%) Product Ownership
6 302 (2.98%) Management Information System
7 242 (2.39%) Self-Motivation
8 210 (2.07%) Blog
9 200 (1.97%) Marketing Technology
9 200 (1.97%) Social Media
10 190 (1.87%) Algorithms
11 186 (1.84%) Enterprise Software
12 156 (1.54%) Cyber Threat
13 154 (1.52%) Low-Code
14 153 (1.51%) Robotics
15 120 (1.18%) Data Centre
16 106 (1.05%) Virtual Team
17 105 (1.04%) Greenfield Project
18 100 (0.99%) Legacy Systems
19 97 (0.96%) IoT
Operating Systems
1 275 (2.71%) Linux
1 275 (2.71%) Windows
2 84 (0.83%) Windows Server
3 56 (0.55%) Android
4 39 (0.38%) Apple iOS
5 34 (0.34%) Mac OS
6 27 (0.27%) Unix
7 23 (0.23%) Ubuntu
7 23 (0.23%) VMS
8 12 (0.12%) Debian
8 12 (0.12%) Embedded Linux
8 12 (0.12%) Windows 10
9 10 (0.099%) Red Hat Enterprise Linux
10 9 (0.089%) Windows Server 2019
11 8 (0.079%) CentOS
12 7 (0.069%) Kali Linux
13 6 (0.059%) Solaris
14 5 (0.049%) Robot Operating System
15 3 (0.030%) Gentoo
15 3 (0.030%) Rocky
Processes & Methodologies
1 2,049 (20.22%) Machine Learning
2 2,028 (20.01%) Analytics
3 1,673 (16.51%) Software Engineering
4 1,618 (15.96%) Agile
5 1,506 (14.86%) Continuous Improvement
6 1,457 (14.37%) CI/CD
7 1,427 (14.08%) Problem-Solving
8 1,361 (13.43%) Roadmaps
9 1,273 (12.56%) Decision-Making
10 1,250 (12.33%) Stakeholder Management
11 1,193 (11.77%) LLM
12 1,075 (10.61%) Mentoring
13 1,039 (10.25%) DevOps
14 1,005 (9.92%) Generative AI
15 977 (9.64%) Business Intelligence
16 851 (8.40%) Data Science
17 789 (7.78%) Cybersecurity
18 753 (7.43%) Full-Stack Development
19 731 (7.21%) Coaching
20 722 (7.12%) Stakeholder Engagement
Programming Languages
1 2,573 (25.38%) Python
2 1,549 (15.28%) SQL
3 616 (6.08%) JavaScript
4 611 (6.03%) C#
5 563 (5.55%) TypeScript
6 487 (4.80%) Java
7 222 (2.19%) C++
8 189 (1.86%) PowerShell
9 127 (1.25%) Go
10 125 (1.23%) Bash
11 90 (0.89%) R
12 79 (0.78%) C
13 75 (0.74%) PHP
14 74 (0.73%) Rust
15 70 (0.69%) Scala
16 66 (0.65%) Bicep
17 51 (0.50%) Ruby
18 50 (0.49%) Data Analysis Expressions
19 46 (0.45%) Kotlin
20 30 (0.30%) MATLAB
Qualifications
1 1,183 (11.67%) Degree
2 871 (8.59%) Security Cleared
3 506 (4.99%) SC Cleared
4 488 (4.81%) Azure Certification
5 312 (3.08%) Computer Science Degree
6 280 (2.76%) Master's Degree
7 224 (2.21%) DV Cleared
8 181 (1.79%) AWS Certification
9 172 (1.70%) CISSP
10 139 (1.37%) Microsoft Certification
11 137 (1.35%) PhD
12 129 (1.27%) ACCA
12 129 (1.27%) CISM
13 121 (1.19%) DBS Check
14 111 (1.10%) CIMA
15 75 (0.74%) AWS Certified Solutions Architect
16 67 (0.66%) A+ Certification
17 66 (0.65%) BPSS Clearance
17 66 (0.65%) Network+ Certification
18 58 (0.57%) MBA
Quality Assurance & Compliance
1 655 (6.46%) Data Quality
2 354 (3.49%) QA
3 336 (3.31%) Accessibility
4 322 (3.18%) GDPR
5 206 (2.03%) ISO/IEC 27001
6 151 (1.49%) NIST
7 118 (1.16%) GRC
8 95 (0.94%) SLA
9 68 (0.67%) Cyber Essentials
10 59 (0.58%) WCAG
11 51 (0.50%) NCSC
12 49 (0.48%) PMO
13 38 (0.37%) Actionable Recommendations
14 34 (0.34%) Cyber Essentials PLUS
15 33 (0.33%) PCI DSS
16 29 (0.29%) EU AI Act
16 29 (0.29%) ISO/IEC 42001
17 22 (0.22%) NIST 800
18 19 (0.19%) IFRS
19 18 (0.18%) SOC 2
System Software
1 585 (5.77%) Docker
2 181 (1.79%) Active Directory
3 75 (0.74%) VMware Infrastructure
4 43 (0.42%) Virtual Machines
5 29 (0.29%) Hyper-V
6 27 (0.27%) Virtual Desktop
7 25 (0.25%) vSphere
8 24 (0.24%) Firmware
9 11 (0.11%) Embedded Firmware
10 8 (0.079%) Ceph
10 8 (0.079%) VMware ESXi
11 6 (0.059%) IAG
12 4 (0.039%) Slurm Workload Manager
12 4 (0.039%) 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
1 619 (6.11%) Kubernetes
2 162 (1.60%) Microsoft Intune
3 104 (1.03%) Grafana
4 100 (0.99%) Ansible
5 76 (0.75%) Prometheus
6 38 (0.37%) 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 10 (0.099%) CASB
14 9 (0.089%) Autotask
14 9 (0.089%) Nessus
15 8 (0.079%) Proxmox
16 7 (0.069%) Check_MK
16 7 (0.069%) EnCase
16 7 (0.069%) FTK
16 7 (0.069%) Kibana
Vendors
1 2,054 (20.26%) Microsoft
2 586 (5.78%) Google
3 374 (3.69%) Databricks
4 285 (2.81%) OpenAI
5 281 (2.77%) Salesforce
6 174 (1.72%) Adobe
7 164 (1.62%) SAP
8 145 (1.43%) Oracle
8 145 (1.43%) YouTube
9 126 (1.24%) Cisco
10 124 (1.22%) TikTok
11 119 (1.17%) ServiceNow
12 107 (1.06%) Samsung
13 105 (1.04%) Foundry
14 92 (0.91%) HubSpot
15 88 (0.87%) VMware
16 79 (0.78%) Apple
17 62 (0.61%) Facebook
18 61 (0.60%) CyberArk
19 60 (0.59%) Dell