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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 8 10 40
Rank change year-on-year +2 +30 +55
Permanent jobs citing AI 9,785 5,370 3,763
As % of all permanent jobs in the UK 8.62% 10.81% 4.79%
As % of the Processes & Methodologies category 11.81% 12.20% 5.92%
Number of salaries quoted 5,542 1,569 1,636
10th Percentile £41,250 £32,500 £41,250
25th Percentile £52,500 £47,500 £55,000
Median annual salary (50th Percentile) £74,731 £70,000 £75,000
Median % change year-on-year +6.76% -6.67% -
75th Percentile £95,000 £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 82,871 44,018 63,575
As % of all permanent jobs advertised in the UK 73.00% 88.61% 80.87%
Number of salaries quoted 57,674 24,857 36,941
10th Percentile £31,000 £28,500 £31,875
25th Percentile £41,250 £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% -3.67%

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 11 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 11 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 8,577 £74,633 +6.62% 8,715
UK excluding London -5 5,556 £65,000 +11.11% 3,703
London +10 3,562 £85,000 - 5,985
Work from Home -1 3,136 £70,000 +12.00% 3,453
North of England +2 1,652 £67,500 +13.92% 812
South East -5 1,232 £62,500 +19.05% 1,048
North West +18 927 £70,000 +16.67% 490
Midlands -10 836 £60,000 - 376
South West +6 641 £69,056 +20.10% 541
West Midlands -6 565 £62,500 +4.17% 233
East of England +27 523 £60,100 +4.52% 353
Yorkshire -9 463 £67,500 -2.89% 251
Scotland -4 300 £85,000 +30.77% 441
East Midlands -19 271 £52,500 -16.00% 142
North East 0 262 £65,000 +90.24% 78
Wales +6 240 £66,000 +20.00% 56
Northern Ireland +13 155 £74,830 -11.96% 117

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
1 276 (2.82%) SharePoint
2 121 (1.24%) Confluence
3 99 (1.01%) Apache Spark
4 95 (0.97%) Apache Airflow
5 85 (0.87%) CMS
6 75 (0.77%) Microsoft Exchange
7 73 (0.75%) Apache
8 38 (0.39%) WordPress
9 33 (0.34%) SAS
10 26 (0.27%) Palantir Foundry
11 16 (0.16%) Jupyter
12 13 (0.13%) IIS
13 12 (0.12%) Camunda
14 10 (0.10%) nginx
15 9 (0.092%) Sitecore CMS
16 8 (0.082%) Adobe Experience Manager
16 8 (0.082%) Headless CMS
16 8 (0.082%) OpenStack
17 7 (0.072%) Oracle SOA Suite
18 5 (0.051%) Apache Pig
Applications
1 694 (7.09%) Microsoft Excel
2 115 (1.18%) Microsoft Office
3 103 (1.05%) Chatbot
4 69 (0.71%) Microsoft PowerPoint
5 32 (0.33%) UserZoom
6 27 (0.28%) Adobe Creative Suite
7 26 (0.27%) MS Visio
8 20 (0.20%) Spreadsheet
9 18 (0.18%) Adobe After Effects
9 18 (0.18%) Adobe Illustrator
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 6 (0.061%) Adobe XD
15 6 (0.061%) Trello
16 5 (0.051%) Moqups
16 5 (0.051%) Sketch
Business Applications
1 119 (1.22%) Dynamics CRM
2 55 (0.56%) SAP S/4HANA
3 28 (0.29%) Dynamics GP
4 24 (0.25%) Cloudability
5 21 (0.21%) 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%) Eloqua
11 4 (0.041%) Oracle EBS
11 4 (0.041%) Primavera
12 3 (0.031%) Magento
Cloud Services
1 2,833 (28.95%) Azure
2 1,644 (16.80%) AWS
3 1,224 (12.51%) Power Platform
4 1,151 (11.76%) Azure AI
5 757 (7.74%) SaaS
6 676 (6.91%) GCP
7 511 (5.22%) Microsoft 365
8 466 (4.76%) GitHub
9 376 (3.84%) Microsoft Copilot
10 339 (3.46%) Azure DevOps
11 307 (3.14%) Snowflake
12 296 (3.03%) Anthropic Claude
13 294 (3.00%) Serverless
14 228 (2.33%) Power Automate
15 224 (2.29%) Entra ID
16 220 (2.25%) GitHub Copilot
17 161 (1.65%) Cloud Computing
18 154 (1.57%) PowerApps
19 146 (1.49%) Azure Synapse Analytics
20 137 (1.40%) Microsoft Purview
Communications & Networking
1 206 (2.11%) Broadband
2 122 (1.25%) Internet
3 106 (1.08%) Firewall
4 101 (1.03%) Network Security
5 87 (0.89%) VPN
6 78 (0.80%) DNS
7 36 (0.37%) TCP/IP
7 36 (0.37%) WAN
8 29 (0.30%) 5G
8 29 (0.30%) BGP
8 29 (0.30%) DHCP
9 28 (0.29%) VLAN
10 22 (0.22%) Wireless
11 21 (0.21%) HTTP
12 20 (0.20%) LAN
12 20 (0.20%) OSPF
13 19 (0.19%) MQTT
13 19 (0.19%) VoIP
14 17 (0.17%) SMS
15 14 (0.14%) Wi-Fi
Database & Business Intelligence
1 943 (9.64%) Power BI
2 594 (6.07%) Tableau
3 280 (2.86%) MongoDB
4 255 (2.61%) Data Warehouse
5 247 (2.52%) SQL Server
6 227 (2.32%) PostgreSQL
7 210 (2.15%) Azure SQL Database
8 201 (2.05%) Data Lake
9 192 (1.96%) Metadata
10 170 (1.74%) NoSQL
11 130 (1.33%) Big Data
12 123 (1.26%) Relational Database
13 97 (0.99%) MySQL
14 86 (0.88%) BigQuery
15 62 (0.63%) Redis
16 61 (0.62%) DynamoDB
17 60 (0.61%) Semantic Layer
18 59 (0.60%) Delta Lake
19 58 (0.59%) Star Schema
20 57 (0.58%) Elasticsearch
Development Applications
1 333 (3.40%) Git
2 194 (1.98%) JIRA
3 176 (1.80%) Claude Code
4 127 (1.30%) Jenkins
5 106 (1.08%) GitLab
6 58 (0.59%) MLflow
7 40 (0.41%) Selenium
8 35 (0.36%) JUnit
8 35 (0.36%) Maven
9 31 (0.32%) Postman
10 29 (0.30%) Cypress.io
11 27 (0.28%) Snyk
12 19 (0.19%) Visual Studio Code
13 17 (0.17%) Cucumber
13 17 (0.17%) Mockito
14 14 (0.14%) Spock
14 14 (0.14%) Vite
15 13 (0.13%) Gatling
16 12 (0.12%) JMeter
17 10 (0.10%) Storybook
General
1 2,993 (30.59%) Social Skills
2 2,240 (22.89%) Finance
3 1,114 (11.38%) Analytical Skills
4 861 (8.80%) Marketing
5 772 (7.89%) Inclusion and Diversity
6 576 (5.89%) Legal
7 553 (5.65%) Public Sector
8 516 (5.27%) Law
9 434 (4.44%) Banking
10 347 (3.55%) Retail
11 291 (2.97%) Influencing Skills
12 253 (2.59%) Organisational Skills
13 235 (2.40%) Manufacturing
14 228 (2.33%) Games
15 142 (1.45%) Presentation Skills
16 140 (1.43%) Financial Institution
17 120 (1.23%) Advertising
18 117 (1.20%) Telecoms
19 87 (0.89%) Legal Technology
20 85 (0.87%) Aerospace
Job Titles
1 1,776 (18.15%) Senior
2 1,066 (10.89%) Lead
3 1,012 (10.34%) Architect
4 937 (9.58%) Developer
5 869 (8.88%) Analyst
6 792 (8.09%) Artificial Intelligence Engineer
7 666 (6.81%) Software Engineer
8 518 (5.29%) Data Analyst
9 508 (5.19%) Junior
10 447 (4.57%) Junior Analyst
11 441 (4.51%) Junior Data Analyst
12 407 (4.16%) Solutions Architect
13 403 (4.12%) Data Engineer
14 385 (3.93%) Consultant
15 279 (2.85%) Senior Manager
16 254 (2.60%) Data Scientist
17 247 (2.52%) Python Engineer
18 227 (2.32%) Artificial Intelligence Architect
19 211 (2.16%) .NET Developer
20 208 (2.13%) Data Architect
Libraries, Frameworks & Software Standards
1 531 (5.43%) React
2 467 (4.77%) .NET
3 462 (4.72%) Terraform
4 303 (3.10%) REST
5 271 (2.77%) Node.js
6 248 (2.53%) LangChain
7 242 (2.47%) HTML
8 241 (2.46%) CSS
9 212 (2.17%) RESTful
10 207 (2.12%) ASP.NET
11 188 (1.92%) Kafka
12 187 (1.91%) ASP.NET Core
13 182 (1.86%) .NET Core
14 176 (1.80%) PyTorch
15 156 (1.59%) ML.NET
16 146 (1.49%) TensorFlow
17 136 (1.39%) Next.js
18 130 (1.33%) LangGraph
19 128 (1.31%) Blazor
20 123 (1.26%) Spring
Miscellaneous
1 707 (7.23%) Cloud Native
2 704 (7.19%) AI Agents
3 444 (4.54%) Onboarding
4 327 (3.34%) Distributed Systems
5 325 (3.32%) Product Ownership
6 223 (2.28%) Management Information System
7 213 (2.18%) Social Media
8 202 (2.06%) Self-Motivation
9 197 (2.01%) Blog
10 176 (1.80%) Algorithms
11 160 (1.64%) Enterprise Software
12 148 (1.51%) Robotics
13 145 (1.48%) Low-Code
14 134 (1.37%) Data Centre
15 124 (1.27%) Marketing Technology
16 118 (1.21%) Cyber Threat
17 102 (1.04%) Legacy Systems
18 98 (1.00%) Greenfield Project
19 93 (0.95%) Virtual Team
20 92 (0.94%) IoT
Operating Systems
1 245 (2.50%) Windows
2 241 (2.46%) Linux
3 71 (0.73%) Windows Server
4 55 (0.56%) Android
5 38 (0.39%) Apple iOS
6 25 (0.26%) VMS
7 21 (0.21%) Ubuntu
7 21 (0.21%) Unix
8 18 (0.18%) Mac OS
9 10 (0.10%) Debian
10 9 (0.092%) Embedded Linux
11 8 (0.082%) Red Hat Enterprise Linux
11 8 (0.082%) Windows 10
12 5 (0.051%) CentOS
12 5 (0.051%) Kali Linux
12 5 (0.051%) Windows Server 2019
13 4 (0.041%) Solaris
14 3 (0.031%) Gentoo
14 3 (0.031%) Robot Operating System
15 2 (0.020%) Rocky
Processes & Methodologies
1 2,078 (21.24%) Machine Learning
2 1,948 (19.91%) Analytics
3 1,626 (16.62%) Agile
4 1,504 (15.37%) Software Engineering
5 1,370 (14.00%) CI/CD
5 1,370 (14.00%) Roadmaps
6 1,343 (13.73%) Continuous Improvement
7 1,278 (13.06%) Problem-Solving
8 1,199 (12.25%) Decision-Making
9 1,182 (12.08%) Business Intelligence
10 1,109 (11.33%) LLM
11 1,043 (10.66%) Mentoring
12 990 (10.12%) Stakeholder Management
13 987 (10.09%) DevOps
14 890 (9.10%) Generative AI
15 823 (8.41%) Data Science
16 749 (7.65%) Full-Stack Development
17 687 (7.02%) Cybersecurity
18 626 (6.40%) Data Modelling
19 621 (6.35%) Data Engineering
Programming Languages
1 2,830 (28.92%) Python
2 1,777 (18.16%) SQL
3 568 (5.80%) JavaScript
4 560 (5.72%) C#
5 484 (4.95%) TypeScript
6 432 (4.41%) Java
7 205 (2.10%) C++
8 165 (1.69%) PowerShell
9 116 (1.19%) Go
10 112 (1.14%) Bash
11 73 (0.75%) Bicep
12 72 (0.74%) C
13 68 (0.69%) R
14 66 (0.67%) Scala
15 65 (0.66%) PHP
16 60 (0.61%) Rust
17 49 (0.50%) Ruby
18 44 (0.45%) Data Analysis Expressions
19 37 (0.38%) Kotlin
20 28 (0.29%) Kusto Query Language
Qualifications
1 1,074 (10.98%) Degree
2 896 (9.16%) Azure Certification
3 736 (7.52%) Security Cleared
4 419 (4.28%) SC Cleared
5 283 (2.89%) Computer Science Degree
6 227 (2.32%) Master's Degree
7 205 (2.10%) DV Cleared
8 165 (1.69%) AWS Certification
9 158 (1.61%) CISSP
10 127 (1.30%) PhD
11 115 (1.18%) ACCA
11 115 (1.18%) CISM
12 107 (1.09%) Microsoft Certification
13 97 (0.99%) CIMA
14 89 (0.91%) DBS Check
15 74 (0.76%) AWS Certified Solutions Architect
16 67 (0.68%) A+ Certification
17 65 (0.66%) Network+ Certification
18 57 (0.58%) BPSS Clearance
19 52 (0.53%) MBA
Quality Assurance & Compliance
1 560 (5.72%) Data Quality
2 354 (3.62%) Accessibility
3 329 (3.36%) QA
4 295 (3.01%) GDPR
5 183 (1.87%) ISO/IEC 27001
6 128 (1.31%) NIST
7 126 (1.29%) GRC
8 83 (0.85%) SLA
9 68 (0.69%) WCAG
10 62 (0.63%) Cyber Essentials
11 41 (0.42%) PMO
12 39 (0.40%) NCSC
13 33 (0.34%) Cyber Essentials PLUS
14 31 (0.32%) California Consumer Privacy Act
14 31 (0.32%) PCI DSS
15 30 (0.31%) IFRS
16 25 (0.26%) EU AI Act
16 25 (0.26%) ISO/IEC 42001
17 24 (0.25%) Actionable Recommendations
18 21 (0.21%) NIST 800
System Software
1 539 (5.51%) Docker
2 170 (1.74%) Active Directory
3 100 (1.02%) Virtual Machines
4 64 (0.65%) VMware Infrastructure
5 26 (0.27%) Firmware
6 25 (0.26%) Hyper-V
7 22 (0.22%) Virtual Desktop
8 20 (0.20%) vSphere
9 12 (0.12%) Embedded Firmware
10 8 (0.082%) Ceph
11 6 (0.061%) IAG
12 4 (0.041%) VMware ESXi
12 4 (0.041%) VMware NSX
13 3 (0.031%) Slurm Workload Manager
14 2 (0.020%) Lustre
14 2 (0.020%) ProxySG
15 1 (0.010%) Apache Flume
15 1 (0.010%) KVM
Systems Management
1 563 (5.75%) Kubernetes
2 152 (1.55%) Microsoft Intune
3 84 (0.86%) Ansible
4 83 (0.85%) Grafana
5 65 (0.66%) Prometheus
6 29 (0.30%) Puppet
7 23 (0.24%) Single Sign-On
8 22 (0.22%) Argo
9 18 (0.18%) Kubeflow
9 18 (0.18%) Podman
10 14 (0.14%) Progress Chef
11 12 (0.12%) Istio
12 8 (0.082%) Nessus
13 7 (0.072%) Check_MK
13 7 (0.072%) Nagios
13 7 (0.072%) Proxmox
14 6 (0.061%) Hadoop YARN
14 6 (0.061%) SCCM
15 5 (0.051%) Nmap
15 5 (0.051%) Packer
Vendors
1 2,185 (22.33%) Microsoft
2 479 (4.90%) Google
3 462 (4.72%) Databricks
4 278 (2.84%) OpenAI
5 190 (1.94%) Salesforce
6 186 (1.90%) Adobe
7 135 (1.38%) SAP
8 124 (1.27%) Cisco
9 113 (1.15%) Oracle
10 105 (1.07%) ServiceNow
11 101 (1.03%) YouTube
12 96 (0.98%) Foundry
13 94 (0.96%) Dell
14 82 (0.84%) HubSpot
15 74 (0.76%) VMware
16 73 (0.75%) Apple
17 62 (0.63%) Facebook
18 61 (0.62%) CyberArk
19 56 (0.57%) Sage
20 47 (0.48%) Palo Alto