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

6 months to
14 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 42
Rank change year-on-year +2 +32 +52
Permanent jobs citing AI 9,750 5,477 3,664
As % of all permanent jobs in the UK 8.59% 11.08% 4.70%
As % of the Processes & Methodologies category 11.80% 12.49% 5.81%
Number of salaries quoted 5,510 1,561 1,600
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £47,500 £55,000
Median annual salary (50th Percentile) £74,830 £70,000 £75,000
Median % change year-on-year +6.90% -6.67% -
75th Percentile £96,250 £97,500 £93,750
90th Percentile £112,500 £120,000 £115,000
UK excluding London median annual salary £65,000 £58,500 £65,000
% change year-on-year +11.11% -10.00% -7.14%

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 82,630 43,847 63,101
As % of all permanent jobs advertised in the UK 72.77% 88.67% 80.95%
Number of salaries quoted 57,445 24,695 36,468
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £76,250
90th Percentile £100,000 £96,250 £95,000
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 14 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 14 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 +3 8,541 £75,000 +7.14% 18,887
UK excluding London -6 5,533 £65,000 +11.11% 7,257
London +9 3,550 £85,000 - 13,285
Work from Home -1 3,111 £70,451 +12.72% 12,184
North of England -2 1,638 £67,500 +16.38% 1,713
South East -5 1,238 £62,500 +19.05% 1,702
North West +16 923 £70,000 +16.67% 1,071
Midlands -9 836 £60,358 +0.60% 745
South West +2 632 £69,973 +21.69% 867
West Midlands -6 569 £62,500 +4.82% 460
East of England +28 515 £60,100 +2.74% 733
Yorkshire -10 455 £66,250 -5.36% 497
Scotland -6 297 £85,000 +30.77% 1,017
East Midlands -19 267 £52,500 -16.00% 283
North East -2 260 £65,000 +90.24% 154
Wales +5 244 £66,000 +20.00% 131
Northern Ireland +12 156 £74,830 -11.96% 392

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
1 274 (2.81%) SharePoint
2 126 (1.29%) Confluence
3 96 (0.98%) Apache Spark
4 91 (0.93%) Apache Airflow
5 86 (0.88%) CMS
6 77 (0.79%) Microsoft Exchange
7 70 (0.72%) Apache
8 37 (0.38%) WordPress
9 33 (0.34%) SAS
10 24 (0.25%) Palantir Foundry
11 13 (0.13%) IIS
11 13 (0.13%) Jupyter
12 11 (0.11%) Camunda
13 10 (0.10%) nginx
14 9 (0.092%) Sitecore CMS
15 8 (0.082%) Adobe Experience Manager
15 8 (0.082%) Headless CMS
15 8 (0.082%) OpenStack
16 7 (0.072%) Oracle SOA Suite
17 5 (0.051%) Apache Pig
Applications
1 695 (7.13%) Microsoft Excel
2 116 (1.19%) Microsoft Office
3 98 (1.01%) Chatbot
4 67 (0.69%) Microsoft PowerPoint
5 28 (0.29%) UserZoom
6 27 (0.28%) MS Visio
7 26 (0.27%) Adobe Creative Suite
8 19 (0.19%) Spreadsheet
9 18 (0.18%) Adobe Illustrator
10 17 (0.17%) Adobe After Effects
10 17 (0.17%) Photoshop
11 14 (0.14%) InDesign
12 12 (0.12%) Microsoft Project
13 11 (0.11%) Simulink
14 8 (0.082%) LaTeX
14 8 (0.082%) SPSS
15 7 (0.072%) Trello
16 6 (0.062%) Adobe XD
17 5 (0.051%) Moqups
17 5 (0.051%) Sketch
Business Applications
1 120 (1.23%) Dynamics CRM
2 54 (0.55%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.22%) NetSuite
6 12 (0.12%) Payment Gateway
6 12 (0.12%) Shopify
7 10 (0.10%) Elite 3E
8 8 (0.082%) Carpe Diem
8 8 (0.082%) Distributed Ledger
8 8 (0.082%) Dynamics NAV
8 8 (0.082%) Sage 50
8 8 (0.082%) SAP MDG
9 7 (0.072%) Salesforce CRM
10 5 (0.051%) Oracle ERP
10 5 (0.051%) Sage 200
11 4 (0.041%) Dynamics AX
11 4 (0.041%) Eloqua
11 4 (0.041%) Oracle EBS
11 4 (0.041%) Primavera
Cloud Services
1 2,819 (28.91%) Azure
2 1,631 (16.73%) AWS
3 1,224 (12.55%) Power Platform
4 1,145 (11.74%) Azure AI
5 749 (7.68%) SaaS
6 672 (6.89%) GCP
7 515 (5.28%) Microsoft 365
8 464 (4.76%) GitHub
9 376 (3.86%) Microsoft Copilot
10 338 (3.47%) Azure DevOps
11 307 (3.15%) Snowflake
12 297 (3.05%) Serverless
13 296 (3.04%) Anthropic Claude
14 229 (2.35%) Power Automate
15 223 (2.29%) Entra ID
16 212 (2.17%) GitHub Copilot
17 158 (1.62%) Cloud Computing
18 154 (1.58%) PowerApps
19 144 (1.48%) Azure Synapse Analytics
20 138 (1.42%) Copilot Studio
Communications & Networking
1 195 (2.00%) Broadband
2 123 (1.26%) Internet
3 106 (1.09%) Firewall
4 102 (1.05%) Network Security
5 88 (0.90%) VPN
6 79 (0.81%) DNS
7 36 (0.37%) TCP/IP
7 36 (0.37%) WAN
8 31 (0.32%) 5G
9 30 (0.31%) DHCP
10 29 (0.30%) BGP
11 28 (0.29%) VLAN
12 22 (0.23%) HTTP
12 22 (0.23%) Wireless
13 20 (0.21%) LAN
13 20 (0.21%) OSPF
14 19 (0.19%) MQTT
14 19 (0.19%) VoIP
15 17 (0.17%) SMS
16 14 (0.14%) Wi-Fi
Database & Business Intelligence
1 945 (9.69%) Power BI
2 592 (6.07%) Tableau
3 270 (2.77%) MongoDB
4 250 (2.56%) Data Warehouse
5 246 (2.52%) SQL Server
6 225 (2.31%) PostgreSQL
7 203 (2.08%) Azure SQL Database
8 194 (1.99%) Data Lake
9 192 (1.97%) Metadata
10 167 (1.71%) NoSQL
11 130 (1.33%) Big Data
12 122 (1.25%) Relational Database
13 95 (0.97%) MySQL
14 84 (0.86%) BigQuery
15 63 (0.65%) Redis
16 62 (0.64%) DynamoDB
17 60 (0.62%) Semantic Layer
18 59 (0.61%) Delta Lake
18 59 (0.61%) Star Schema
19 56 (0.57%) Amazon RDS
Development Applications
1 331 (3.39%) Git
2 201 (2.06%) JIRA
3 177 (1.82%) Claude Code
4 126 (1.29%) Jenkins
5 105 (1.08%) GitLab
6 55 (0.56%) MLflow
7 37 (0.38%) Selenium
8 35 (0.36%) JUnit
8 35 (0.36%) Maven
9 30 (0.31%) Postman
10 28 (0.29%) Cypress.io
11 27 (0.28%) Snyk
12 17 (0.17%) Cucumber
12 17 (0.17%) Mockito
13 16 (0.16%) Visual Studio Code
14 14 (0.14%) Spock
14 14 (0.14%) Vite
15 13 (0.13%) Gatling
16 11 (0.11%) JMeter
17 10 (0.10%) Storybook
General
1 2,985 (30.62%) Social Skills
2 2,239 (22.96%) Finance
3 1,110 (11.38%) Analytical Skills
4 863 (8.85%) Marketing
5 775 (7.95%) Inclusion and Diversity
6 570 (5.85%) Legal
7 554 (5.68%) Public Sector
8 508 (5.21%) Law
9 436 (4.47%) Banking
10 345 (3.54%) Retail
11 286 (2.93%) Influencing Skills
12 248 (2.54%) Organisational Skills
13 235 (2.41%) Manufacturing
14 219 (2.25%) Games
15 141 (1.45%) Financial Institution
16 136 (1.39%) Presentation Skills
17 117 (1.20%) Advertising
17 117 (1.20%) Telecoms
18 86 (0.88%) Aerospace
19 84 (0.86%) Legal Technology
Job Titles
1 1,775 (18.21%) Senior
2 1,058 (10.85%) Lead
3 1,011 (10.37%) Architect
4 925 (9.49%) Developer
5 869 (8.91%) Analyst
6 800 (8.21%) Artificial Intelligence Engineer
7 677 (6.94%) Software Engineer
8 517 (5.30%) Data Analyst
9 507 (5.20%) Junior
10 448 (4.59%) Junior Analyst
11 441 (4.52%) Junior Data Analyst
12 407 (4.17%) Solutions Architect
13 400 (4.10%) Data Engineer
14 378 (3.88%) Consultant
15 284 (2.91%) Senior Manager
16 254 (2.61%) Data Scientist
17 249 (2.55%) Python Engineer
18 226 (2.32%) Artificial Intelligence Architect
19 208 (2.13%) Data Architect
20 204 (2.09%) .NET Developer
Libraries, Frameworks & Software Standards
1 522 (5.35%) React
2 463 (4.75%) Terraform
3 458 (4.70%) .NET
4 302 (3.10%) REST
5 267 (2.74%) Node.js
6 250 (2.56%) LangChain
7 237 (2.43%) HTML
8 234 (2.40%) CSS
9 209 (2.14%) RESTful
10 200 (2.05%) ASP.NET
11 184 (1.89%) Kafka
12 180 (1.85%) ASP.NET Core
13 174 (1.78%) .NET Core
14 168 (1.72%) PyTorch
15 149 (1.53%) ML.NET
16 143 (1.47%) TensorFlow
17 136 (1.39%) Next.js
18 132 (1.35%) LangGraph
19 123 (1.26%) Blazor
19 123 (1.26%) Spring
Miscellaneous
1 708 (7.26%) AI Agents
2 706 (7.24%) Cloud Native
3 442 (4.53%) Onboarding
4 327 (3.35%) Distributed Systems
4 327 (3.35%) Product Ownership
5 226 (2.32%) Management Information System
6 210 (2.15%) Social Media
7 201 (2.06%) Self-Motivation
8 198 (2.03%) Blog
9 173 (1.77%) Algorithms
10 163 (1.67%) Enterprise Software
11 144 (1.48%) Robotics
12 143 (1.47%) Low-Code
13 136 (1.39%) Data Centre
14 125 (1.28%) Marketing Technology
15 120 (1.23%) Cyber Threat
16 102 (1.05%) Legacy Systems
17 95 (0.97%) Greenfield Project
18 93 (0.95%) IoT
19 88 (0.90%) Virtual Team
Operating Systems
1 244 (2.50%) Windows
2 238 (2.44%) Linux
3 72 (0.74%) Windows Server
4 53 (0.54%) Android
5 35 (0.36%) Apple iOS
6 25 (0.26%) VMS
7 22 (0.23%) Unix
8 21 (0.22%) Ubuntu
9 18 (0.18%) Mac OS
10 10 (0.10%) Debian
11 9 (0.092%) Embedded Linux
12 8 (0.082%) Red Hat Enterprise Linux
12 8 (0.082%) Windows 10
13 5 (0.051%) CentOS
13 5 (0.051%) Kali Linux
13 5 (0.051%) Windows Server 2019
14 4 (0.041%) Solaris
15 3 (0.031%) Gentoo
15 3 (0.031%) Robot Operating System
16 2 (0.021%) Rocky
Processes & Methodologies
1 2,044 (20.96%) Machine Learning
2 1,934 (19.84%) Analytics
3 1,617 (16.58%) Agile
4 1,506 (15.45%) Software Engineering
5 1,362 (13.97%) CI/CD
6 1,356 (13.91%) Roadmaps
7 1,347 (13.82%) Continuous Improvement
8 1,268 (13.01%) Problem-Solving
9 1,195 (12.26%) Decision-Making
10 1,187 (12.17%) Business Intelligence
11 1,095 (11.23%) LLM
12 1,036 (10.63%) Mentoring
13 997 (10.23%) Stakeholder Management
14 984 (10.09%) DevOps
15 872 (8.94%) Generative AI
16 817 (8.38%) Data Science
17 740 (7.59%) Full-Stack Development
18 693 (7.11%) Cybersecurity
19 624 (6.40%) Data Modelling
20 610 (6.26%) Data Engineering
Programming Languages
1 2,816 (28.88%) Python
2 1,769 (18.14%) SQL
3 565 (5.79%) JavaScript
4 555 (5.69%) C#
5 490 (5.03%) TypeScript
6 428 (4.39%) Java
7 207 (2.12%) C++
8 167 (1.71%) PowerShell
9 116 (1.19%) Go
10 114 (1.17%) Bash
11 72 (0.74%) Bicep
11 72 (0.74%) C
12 70 (0.72%) R
13 65 (0.67%) PHP
13 65 (0.67%) Scala
14 60 (0.62%) Rust
15 49 (0.50%) Ruby
16 45 (0.46%) Data Analysis Expressions
17 36 (0.37%) Kotlin
18 29 (0.30%) Kusto Query Language
Qualifications
1 1,075 (11.03%) Degree
2 900 (9.23%) Azure Certification
3 733 (7.52%) Security Cleared
4 422 (4.33%) SC Cleared
5 285 (2.92%) Computer Science Degree
6 230 (2.36%) Master's Degree
7 202 (2.07%) DV Cleared
8 162 (1.66%) AWS Certification
9 159 (1.63%) CISSP
10 125 (1.28%) PhD
11 117 (1.20%) ACCA
12 116 (1.19%) CISM
13 109 (1.12%) Microsoft Certification
14 99 (1.02%) CIMA
15 94 (0.96%) DBS Check
16 74 (0.76%) AWS Certified Solutions Architect
17 67 (0.69%) A+ Certification
18 65 (0.67%) Network+ Certification
19 58 (0.59%) BPSS Clearance
20 55 (0.56%) MBA
Quality Assurance & Compliance
1 552 (5.66%) Data Quality
2 351 (3.60%) Accessibility
3 325 (3.33%) QA
4 295 (3.03%) GDPR
5 185 (1.90%) ISO/IEC 27001
6 130 (1.33%) NIST
7 122 (1.25%) GRC
8 83 (0.85%) SLA
9 68 (0.70%) WCAG
10 63 (0.65%) Cyber Essentials
11 41 (0.42%) NCSC
12 39 (0.40%) PMO
13 33 (0.34%) Cyber Essentials PLUS
14 31 (0.32%) PCI DSS
15 30 (0.31%) IFRS
16 29 (0.30%) California Consumer Privacy Act
17 25 (0.26%) ISO/IEC 42001
18 24 (0.25%) EU AI Act
19 23 (0.24%) Actionable Recommendations
20 22 (0.23%) NIST 800
System Software
1 535 (5.49%) Docker
2 170 (1.74%) Active Directory
3 98 (1.01%) Virtual Machines
4 65 (0.67%) VMware Infrastructure
5 26 (0.27%) Hyper-V
6 25 (0.26%) Firmware
7 22 (0.23%) Virtual Desktop
8 20 (0.21%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.082%) Ceph
11 6 (0.062%) IAG
12 4 (0.041%) VMware ESXi
12 4 (0.041%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
15 1 (0.010%) Apache Flume
15 1 (0.010%) KVM
Systems Management
1 560 (5.74%) Kubernetes
2 152 (1.56%) Microsoft Intune
3 86 (0.88%) Grafana
4 84 (0.86%) Ansible
5 67 (0.69%) Prometheus
6 29 (0.30%) Puppet
7 24 (0.25%) Argo
8 23 (0.24%) Single Sign-On
9 18 (0.18%) Podman
10 17 (0.17%) Kubeflow
11 14 (0.14%) Progress Chef
12 12 (0.12%) Istio
13 8 (0.082%) Nessus
14 7 (0.072%) Check_MK
14 7 (0.072%) Nagios
14 7 (0.072%) Proxmox
15 6 (0.062%) Hadoop YARN
15 6 (0.062%) SCCM
16 5 (0.051%) Autotask
16 5 (0.051%) Nmap
Vendors
1 2,178 (22.34%) Microsoft
2 487 (4.99%) Google
3 453 (4.65%) Databricks
4 276 (2.83%) OpenAI
5 189 (1.94%) Salesforce
6 182 (1.87%) Adobe
7 133 (1.36%) SAP
8 126 (1.29%) Cisco
9 115 (1.18%) Oracle
10 105 (1.08%) ServiceNow
11 104 (1.07%) YouTube
12 95 (0.97%) Dell
13 94 (0.96%) Foundry
14 83 (0.85%) HubSpot
15 75 (0.77%) VMware
16 73 (0.75%) Apple
17 61 (0.63%) CyberArk
17 61 (0.63%) Facebook
18 56 (0.57%) Sage
19 47 (0.48%) Palo Alto