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

6 months to
9 Oct 2026
Same period 2025 Same period 2024
Rank 8 8 51
Rank change year-on-year 0 +43 +36
Permanent jobs citing AI 10,081 6,263 2,972
As % of all permanent jobs in the UK 8.55% 12.58% 4.10%
As % of the Processes & Methodologies category 11.69% 14.14% 4.98%
Number of salaries quoted 5,757 1,640 1,485
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 86,265 44,296 59,619
As % of all permanent jobs advertised in the UK 73.17% 89.00% 82.18%
Number of salaries quoted 59,107 24,598 32,082
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 9 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 9 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 8,851 £72,500 +0.40% 21,624
UK excluding London -8 5,494 £65,000 +8.33% 7,657
London +9 3,875 £85,000 +6.25% 14,991
Work from Home -3 3,222 £70,000 +7.69% 8,132
North of England -7 1,625 £66,000 +10.00% 1,926
South East -8 1,224 £62,500 +19.05% 1,772
North West +12 976 £67,445 +6.23% 1,173
Midlands -14 821 £62,500 +2.04% 858
South West -2 636 £69,056 +20.10% 747
West Midlands -8 542 £62,500 +4.17% 570
East of England +18 526 £60,100 +11.81% 811
Yorkshire -9 398 £65,000 -8.77% 556
Scotland -7 299 £85,000 +28.30% 1,014
East Midlands -21 279 £56,250 -13.46% 288
North East -10 251 £66,000 +161.88% 202
Wales -5 228 £66,000 +20.00% 156
Northern Ireland +2 150 £74,830 -6.46% 410

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
1 301 (2.99%) SharePoint
2 137 (1.36%) Confluence
3 116 (1.15%) CMS
4 93 (0.92%) Microsoft Exchange
5 82 (0.81%) Apache Spark
6 79 (0.78%) Apache
7 72 (0.71%) Apache Airflow
8 41 (0.41%) 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 (0.089%) 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
1 476 (4.72%) Microsoft Excel
2 153 (1.52%) Microsoft Office
3 96 (0.95%) Chatbot
4 95 (0.94%) Microsoft PowerPoint
5 38 (0.38%) MS Visio
6 31 (0.31%) Adobe Creative Suite
7 29 (0.29%) Spreadsheet
8 22 (0.22%) Adobe Illustrator
9 21 (0.21%) Photoshop
10 18 (0.18%) 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 8 (0.079%) LaTeX
14 8 (0.079%) Revit
14 8 (0.079%) SPSS
15 7 (0.069%) Moqups
15 7 (0.069%) Trello
16 6 (0.060%) Adobe XD
Business Applications
1 135 (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%) Shopify
5 18 (0.18%) NetSuite
6 13 (0.13%) Distributed Ledger
7 12 (0.12%) Payment Gateway
8 10 (0.099%) Dynamics AX
8 10 (0.099%) Elite 3E
9 9 (0.089%) Oracle Procure-to-Pay
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 6 (0.060%) Sage 200
11 6 (0.060%) SAP BPC
12 5 (0.050%) Oracle ERP
12 5 (0.050%) SAP PSCD
Cloud Services
1 2,451 (24.31%) Azure
2 1,709 (16.95%) AWS
3 1,042 (10.34%) Power Platform
4 874 (8.67%) SaaS
5 718 (7.12%) GCP
6 672 (6.67%) Azure AI
7 580 (5.75%) Microsoft 365
8 524 (5.20%) GitHub
9 445 (4.41%) Microsoft Copilot
10 355 (3.52%) Azure DevOps
11 312 (3.09%) Anthropic Claude
12 304 (3.02%) Serverless
13 255 (2.53%) Snowflake
14 254 (2.52%) Power Automate
15 235 (2.33%) GitHub Copilot
16 230 (2.28%) Entra ID
17 168 (1.67%) Copilot Studio
18 166 (1.65%) PowerApps
19 158 (1.57%) Microsoft Purview
20 146 (1.45%) Cloud Computing
Communications & Networking
1 145 (1.44%) Internet
2 131 (1.30%) Broadband
3 121 (1.20%) Firewall
4 106 (1.05%) Network Security
5 98 (0.97%) VPN
6 86 (0.85%) DNS
7 42 (0.42%) TCP/IP
7 42 (0.42%) WAN
8 35 (0.35%) 5G
8 35 (0.35%) DHCP
9 31 (0.31%) VLAN
10 28 (0.28%) BGP
11 26 (0.26%) LAN
12 24 (0.24%) Wireless
13 21 (0.21%) HTTP
14 19 (0.19%) OSPF
14 19 (0.19%) VoIP
15 18 (0.18%) SMS
16 17 (0.17%) MQTT
16 17 (0.17%) Wi-Fi
Database & Business Intelligence
1 722 (7.16%) Power BI
2 327 (3.24%) Tableau
3 276 (2.74%) MongoDB
4 249 (2.47%) PostgreSQL
5 219 (2.17%) Metadata
6 218 (2.16%) Data Warehouse
7 217 (2.15%) SQL Server
8 194 (1.92%) Azure SQL Database
9 175 (1.74%) NoSQL
10 160 (1.59%) Data Lake
11 151 (1.50%) Big Data
12 133 (1.32%) Relational Database
13 105 (1.04%) MySQL
14 75 (0.74%) BigQuery
15 68 (0.67%) Redis
16 65 (0.64%) DynamoDB
16 65 (0.64%) Semantic Layer
17 60 (0.60%) Amazon RDS
17 60 (0.60%) Star Schema
18 56 (0.56%) Delta Lake
Development Applications
1 365 (3.62%) Git
2 225 (2.23%) JIRA
3 204 (2.02%) Claude Code
4 140 (1.39%) GitLab
5 138 (1.37%) 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 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 12 (0.12%) REST Assured
General
1 2,903 (28.80%) Social Skills
2 2,563 (25.42%) Finance
3 1,219 (12.09%) Analytical Skills
4 1,100 (10.91%) Marketing
5 937 (9.29%) Inclusion and Diversity
6 642 (6.37%) Legal
7 612 (6.07%) Public Sector
8 525 (5.21%) Law
9 506 (5.02%) Banking
10 411 (4.08%) Retail
11 334 (3.31%) Influencing Skills
12 283 (2.81%) Organisational Skills
13 257 (2.55%) Manufacturing
14 186 (1.85%) Presentation Skills
15 164 (1.63%) Games
16 160 (1.59%) Financial Institution
17 154 (1.53%) Advertising
18 129 (1.28%) Telecoms
19 94 (0.93%) Aerospace
20 92 (0.91%) Legal Technology
Job Titles
1 1,985 (19.69%) Senior
2 1,106 (10.97%) Lead
3 1,035 (10.27%) Architect
4 1,002 (9.94%) Developer
5 774 (7.68%) Software Engineer
6 706 (7.00%) Artificial Intelligence Engineer
7 633 (6.28%) Analyst
8 457 (4.53%) Consultant
9 413 (4.10%) Data Engineer
10 403 (4.00%) Solutions Architect
11 338 (3.35%) Senior Manager
12 272 (2.70%) Data Scientist
13 263 (2.61%) Python Engineer
14 261 (2.59%) Data Analyst
15 249 (2.47%) Artificial Intelligence Architect
16 236 (2.34%) Junior
17 232 (2.30%) Senior Developer
18 221 (2.19%) Senior Software Engineer
19 200 (1.98%) .NET Developer
20 195 (1.93%) Data Architect
Libraries, Frameworks & Software Standards
1 555 (5.51%) React
2 514 (5.10%) Terraform
3 487 (4.83%) .NET
4 365 (3.62%) REST
5 285 (2.83%) Node.js
6 254 (2.52%) CSS
7 250 (2.48%) LangChain
8 237 (2.35%) HTML
9 209 (2.07%) RESTful
10 196 (1.94%) ASP.NET
11 178 (1.77%) ASP.NET Core
12 175 (1.74%) Kafka
13 174 (1.73%) .NET Core
14 154 (1.53%) PyTorch
15 148 (1.47%) ML.NET
16 146 (1.45%) Spring
17 145 (1.44%) LangGraph
18 133 (1.32%) Next.js
19 130 (1.29%) TensorFlow
20 125 (1.24%) FastAPI
Miscellaneous
1 820 (8.13%) AI Agents
2 727 (7.21%) Cloud Native
3 625 (6.20%) Onboarding
4 348 (3.45%) Distributed Systems
5 346 (3.43%) Product Ownership
6 297 (2.95%) Management Information System
7 240 (2.38%) Self-Motivation
8 208 (2.06%) Blog
9 203 (2.01%) Marketing Technology
10 198 (1.96%) Social Media
11 190 (1.88%) Algorithms
12 187 (1.85%) Enterprise Software
13 157 (1.56%) Cyber Threat
14 151 (1.50%) Low-Code
15 148 (1.47%) Robotics
16 120 (1.19%) Data Centre
17 107 (1.06%) Virtual Team
18 105 (1.04%) Greenfield Project
19 102 (1.01%) Legacy Systems
20 97 (0.96%) IoT
Operating Systems
1 272 (2.70%) Linux
2 268 (2.66%) Windows
3 79 (0.78%) Windows Server
4 55 (0.55%) Android
5 36 (0.36%) Apple iOS
6 32 (0.32%) Mac OS
7 27 (0.27%) Unix
8 23 (0.23%) Ubuntu
8 23 (0.23%) VMS
9 12 (0.12%) Debian
10 11 (0.11%) Embedded Linux
11 10 (0.099%) Red Hat Enterprise Linux
11 10 (0.099%) Windows 10
12 9 (0.089%) Windows Server 2019
13 8 (0.079%) CentOS
14 7 (0.069%) Kali Linux
15 6 (0.060%) Solaris
16 4 (0.040%) Robot Operating System
17 3 (0.030%) AIX
17 3 (0.030%) Rocky
Processes & Methodologies
1 2,050 (20.34%) Machine Learning
2 2,016 (20.00%) Analytics
3 1,667 (16.54%) Software Engineering
4 1,609 (15.96%) Agile
5 1,493 (14.81%) Continuous Improvement
6 1,449 (14.37%) CI/CD
7 1,411 (14.00%) Problem-Solving
8 1,350 (13.39%) Roadmaps
9 1,262 (12.52%) Decision-Making
10 1,235 (12.25%) Stakeholder Management
11 1,184 (11.74%) LLM
12 1,073 (10.64%) Mentoring
13 1,035 (10.27%) DevOps
14 992 (9.84%) Generative AI
15 958 (9.50%) Business Intelligence
16 849 (8.42%) Data Science
17 780 (7.74%) Cybersecurity
18 751 (7.45%) Full-Stack Development
19 724 (7.18%) Coaching
20 712 (7.06%) Stakeholder Engagement
Programming Languages
1 2,549 (25.29%) Python
2 1,535 (15.23%) SQL
3 615 (6.10%) JavaScript
4 607 (6.02%) C#
5 557 (5.53%) TypeScript
6 483 (4.79%) Java
7 221 (2.19%) C++
8 184 (1.83%) PowerShell
9 127 (1.26%) Go
10 126 (1.25%) Bash
11 86 (0.85%) R
12 77 (0.76%) PHP
13 76 (0.75%) C
14 74 (0.73%) Rust
15 71 (0.70%) Scala
16 66 (0.65%) Bicep
17 51 (0.51%) Ruby
18 48 (0.48%) Data Analysis Expressions
19 43 (0.43%) Kotlin
20 27 (0.27%) MATLAB
Qualifications
1 1,173 (11.64%) Degree
2 871 (8.64%) Security Cleared
3 504 (5.00%) SC Cleared
4 485 (4.81%) Azure Certification
5 308 (3.06%) Computer Science Degree
6 277 (2.75%) Master's Degree
7 224 (2.22%) DV Cleared
8 181 (1.80%) AWS Certification
9 171 (1.70%) CISSP
10 138 (1.37%) Microsoft Certification
11 134 (1.33%) PhD
12 129 (1.28%) ACCA
13 127 (1.26%) CISM
14 119 (1.18%) DBS Check
15 111 (1.10%) CIMA
16 75 (0.74%) AWS Certified Solutions Architect
17 67 (0.66%) A+ Certification
18 66 (0.65%) Network+ Certification
19 65 (0.64%) BPSS Clearance
20 58 (0.58%) MBA
Quality Assurance & Compliance
1 643 (6.38%) Data Quality
2 349 (3.46%) QA
3 330 (3.27%) Accessibility
4 319 (3.16%) GDPR
5 203 (2.01%) ISO/IEC 27001
6 147 (1.46%) NIST
7 117 (1.16%) GRC
8 93 (0.92%) SLA
9 68 (0.67%) Cyber Essentials
10 58 (0.58%) WCAG
11 51 (0.51%) NCSC
12 45 (0.45%) PMO
13 37 (0.37%) Actionable Recommendations
14 34 (0.34%) Cyber Essentials PLUS
15 33 (0.33%) PCI DSS
16 28 (0.28%) ISO/IEC 42001
17 27 (0.27%) EU AI Act
18 22 (0.22%) NIST 800
19 19 (0.19%) IFRS
20 18 (0.18%) SOC 2
System Software
1 584 (5.79%) Docker
2 175 (1.74%) Active Directory
3 74 (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
7 25 (0.25%) vSphere
8 12 (0.12%) Embedded Firmware
9 8 (0.079%) Ceph
9 8 (0.079%) VMware ESXi
10 6 (0.060%) IAG
11 4 (0.040%) Slurm Workload Manager
11 4 (0.040%) VMware NSX
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
13 1 (0.010%) DFS Replication
Systems Management
1 620 (6.15%) Kubernetes
2 158 (1.57%) Microsoft Intune
3 102 (1.01%) Grafana
4 99 (0.98%) Ansible
5 75 (0.74%) Prometheus
6 38 (0.38%) 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 9 (0.089%) CASB
13 9 (0.089%) Nessus
14 8 (0.079%) Proxmox
15 7 (0.069%) Check_MK
15 7 (0.069%) EnCase
15 7 (0.069%) FTK
15 7 (0.069%) Kibana
16 6 (0.060%) Hadoop YARN
Vendors
1 2,031 (20.15%) Microsoft
2 577 (5.72%) Google
3 369 (3.66%) Databricks
4 286 (2.84%) Salesforce
5 285 (2.83%) OpenAI
6 174 (1.73%) Adobe
7 164 (1.63%) SAP
8 143 (1.42%) Oracle
9 141 (1.40%) YouTube
10 126 (1.25%) Cisco
11 123 (1.22%) TikTok
12 117 (1.16%) ServiceNow
13 107 (1.06%) Samsung
14 103 (1.02%) Foundry
15 92 (0.91%) HubSpot
16 87 (0.86%) VMware
17 77 (0.76%) Apple
18 63 (0.62%) Facebook
19 61 (0.61%) CyberArk
20 60 (0.60%) Dell