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 26 August 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Aug 2026
Same period 2025 Same period 2024
Rank 8 11 42
Rank change year-on-year +3 +31 +58
Permanent jobs citing AI 9,397 5,267 3,922
As % of all permanent jobs in the UK 8.62% 10.54% 4.70%
As % of the Processes & Methodologies category 11.78% 11.86% 5.82%
Number of salaries quoted 5,240 1,556 1,762
10th Percentile £40,818 £28,500 £40,000
25th Percentile £52,500 £46,250 £54,250
Median annual salary (50th Percentile) £72,500 £70,000 £72,500
Median % change year-on-year +3.57% -3.45% -3.33%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £111,250 £120,000 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -9.29%

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 79,759 44,399 67,357
As % of all permanent jobs advertised in the UK 73.20% 88.84% 80.67%
Number of salaries quoted 55,200 25,247 42,330
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -9.09%

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 26 August 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 26 August 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 +5 8,302 £72,500 +3.57% 3,281
UK excluding London -4 5,399 £65,000 +13.04% 1,779
London +11 3,395 £85,000 - 1,999
Work from Home 0 3,022 £70,000 +16.67% 1,459
North of England +2 1,604 £66,000 +14.78% 411
South East -5 1,195 £62,500 +19.05% 354
North West +17 857 £70,000 +16.67% 231
Midlands -8 826 £59,250 -1.25% 190
South West +8 621 £67,500 +17.39% 484
West Midlands -5 552 £60,000 - 126
East of England +33 530 £60,000 +10.60% 164
Yorkshire -8 487 £65,000 +52.94% 134
Scotland -4 278 £72,500 +11.54% 151
East Midlands -19 274 £52,500 -19.23% 63
North East 0 260 £65,000 +90.24% 50
Wales +6 210 £65,500 +19.09% 34
Northern Ireland +9 158 £74,830 -14.48% 36

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
1 242 (2.58%) SharePoint
2 109 (1.16%) Confluence
3 108 (1.15%) Apache Spark
4 107 (1.14%) Apache Airflow
5 83 (0.88%) CMS
6 70 (0.74%) Apache
7 65 (0.69%) Microsoft Exchange
8 40 (0.43%) WordPress
9 32 (0.34%) SAS
10 26 (0.28%) Palantir Foundry
11 20 (0.21%) Jupyter
12 12 (0.13%) Camunda
13 10 (0.11%) IIS
14 9 (0.096%) Sitecore CMS
15 8 (0.085%) nginx
15 8 (0.085%) OpenStack
16 7 (0.074%) Adobe Experience Manager
16 7 (0.074%) Headless CMS
16 7 (0.074%) Oracle SOA Suite
17 5 (0.053%) Apache Pig
Applications
1 765 (8.14%) Microsoft Excel
2 102 (1.09%) Chatbot
2 102 (1.09%) Microsoft Office
3 66 (0.70%) Microsoft PowerPoint
4 42 (0.45%) UserZoom
5 27 (0.29%) MS Visio
6 23 (0.24%) Adobe Creative Suite
7 20 (0.21%) Adobe After Effects
8 19 (0.20%) Adobe Illustrator
9 18 (0.19%) Spreadsheet
10 17 (0.18%) Photoshop
11 14 (0.15%) InDesign
12 11 (0.12%) Microsoft Project
13 10 (0.11%) Simulink
14 8 (0.085%) LaTeX
14 8 (0.085%) SPSS
15 7 (0.074%) Adobe Premiere
16 6 (0.064%) Trello
17 5 (0.053%) Camtasia
17 5 (0.053%) Moqups
Business Applications
1 109 (1.16%) Dynamics CRM
2 50 (0.53%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.22%) NetSuite
6 11 (0.12%) Payment Gateway
6 11 (0.12%) Shopify
7 8 (0.085%) Elite 3E
7 8 (0.085%) Relativity
7 8 (0.085%) Sage 50
7 8 (0.085%) SAP MDG
8 7 (0.074%) Carpe Diem
8 7 (0.074%) Distributed Ledger
8 7 (0.074%) Dynamics NAV
9 5 (0.053%) Oracle ERP
9 5 (0.053%) Sage 200
10 3 (0.032%) Dynamics AX
10 3 (0.032%) Magento
10 3 (0.032%) Oracle EBS
10 3 (0.032%) Q-Pulse
Cloud Services
1 2,858 (30.41%) Azure
2 1,585 (16.87%) AWS
3 1,278 (13.60%) Power Platform
4 1,253 (13.33%) Azure AI
5 721 (7.67%) SaaS
6 655 (6.97%) GCP
7 458 (4.87%) Microsoft 365
8 436 (4.64%) GitHub
9 348 (3.70%) Microsoft Copilot
10 326 (3.47%) Azure DevOps
11 314 (3.34%) Snowflake
12 283 (3.01%) Serverless
13 273 (2.91%) Anthropic Claude
14 215 (2.29%) GitHub Copilot
15 210 (2.23%) Entra ID
16 204 (2.17%) Power Automate
17 156 (1.66%) Azure Synapse Analytics
17 156 (1.66%) Cloud Computing
18 143 (1.52%) dbt
19 139 (1.48%) Adobe Analytics
Communications & Networking
1 266 (2.83%) Broadband
2 111 (1.18%) Internet
3 98 (1.04%) Firewall
4 95 (1.01%) Network Security
5 80 (0.85%) VPN
6 69 (0.73%) DNS
7 37 (0.39%) WAN
8 36 (0.38%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 22 (0.23%) DHCP
12 21 (0.22%) HTTP
13 20 (0.21%) OSPF
14 19 (0.20%) LAN
14 19 (0.20%) MQTT
14 19 (0.20%) Wireless
15 18 (0.19%) VoIP
16 14 (0.15%) CTI
17 13 (0.14%) SMS
17 13 (0.14%) VXLAN
Database & Business Intelligence
1 1,011 (10.76%) Power BI
2 711 (7.57%) Tableau
3 279 (2.97%) MongoDB
4 266 (2.83%) Data Warehouse
5 236 (2.51%) SQL Server
6 222 (2.36%) PostgreSQL
7 216 (2.30%) Data Lake
8 203 (2.16%) Azure SQL Database
9 176 (1.87%) Metadata
10 156 (1.66%) NoSQL
11 123 (1.31%) Big Data
12 112 (1.19%) Relational Database
13 96 (1.02%) MySQL
14 91 (0.97%) BigQuery
15 67 (0.71%) Elasticsearch
16 64 (0.68%) Redis
17 61 (0.65%) Amazon Redshift
18 58 (0.62%) DynamoDB
18 58 (0.62%) Semantic Layer
19 57 (0.61%) Delta Lake
Development Applications
1 310 (3.30%) Git
2 173 (1.84%) JIRA
3 165 (1.76%) Claude Code
4 117 (1.25%) Jenkins
5 94 (1.00%) GitLab
6 66 (0.70%) MLflow
7 40 (0.43%) Selenium
8 35 (0.37%) JUnit
9 32 (0.34%) Maven
10 29 (0.31%) Postman
11 28 (0.30%) Cypress.io
12 27 (0.29%) Snyk
13 22 (0.23%) Visual Studio Code
14 17 (0.18%) Mockito
15 15 (0.16%) Cucumber
16 13 (0.14%) Spock
17 12 (0.13%) Vite
18 11 (0.12%) Gatling
18 11 (0.12%) JMeter
19 10 (0.11%) Storybook
General
1 2,948 (31.37%) Social Skills
2 2,052 (21.84%) Finance
3 1,029 (10.95%) Analytical Skills
4 791 (8.42%) Marketing
5 737 (7.84%) Inclusion and Diversity
6 545 (5.80%) Legal
7 513 (5.46%) Public Sector
8 496 (5.28%) Law
9 384 (4.09%) Banking
10 330 (3.51%) Retail
11 290 (3.09%) Games
12 254 (2.70%) Influencing Skills
13 222 (2.36%) Organisational Skills
14 211 (2.25%) Manufacturing
15 133 (1.42%) Presentation Skills
16 132 (1.40%) Financial Institution
17 111 (1.18%) Advertising
18 101 (1.07%) Telecoms
19 85 (0.90%) Legal Technology
20 68 (0.72%) Military
Job Titles
1 1,639 (17.44%) Senior
2 1,032 (10.98%) Lead
3 970 (10.32%) Architect
4 959 (10.21%) Analyst
5 906 (9.64%) Developer
6 756 (8.05%) Artificial Intelligence Engineer
7 627 (6.67%) Data Analyst
8 621 (6.61%) Junior
9 612 (6.51%) Software Engineer
10 558 (5.94%) Junior Analyst
11 552 (5.87%) Junior Data Analyst
12 396 (4.21%) Solutions Architect
13 382 (4.07%) Data Engineer
14 379 (4.03%) Consultant
15 251 (2.67%) Senior Manager
16 242 (2.58%) Data Scientist
17 230 (2.45%) Python Engineer
18 219 (2.33%) Artificial Intelligence Architect
19 209 (2.22%) .NET Developer
20 203 (2.16%) Data Architect
Libraries, Frameworks & Software Standards
1 518 (5.51%) React
2 464 (4.94%) .NET
3 431 (4.59%) Terraform
4 279 (2.97%) REST
5 264 (2.81%) Node.js
6 250 (2.66%) LangChain
7 239 (2.54%) CSS
8 236 (2.51%) HTML
9 209 (2.22%) RESTful
10 205 (2.18%) ASP.NET
11 189 (2.01%) Kafka
12 187 (1.99%) ASP.NET Core
13 182 (1.94%) .NET Core
14 177 (1.88%) PyTorch
15 156 (1.66%) ML.NET
16 147 (1.56%) TensorFlow
17 134 (1.43%) Next.js
18 129 (1.37%) LangGraph
19 127 (1.35%) Blazor
20 122 (1.30%) FastAPI
Miscellaneous
1 691 (7.35%) Cloud Native
2 650 (6.92%) AI Agents
3 406 (4.32%) Onboarding
4 308 (3.28%) Distributed Systems
5 301 (3.20%) Product Ownership
6 262 (2.79%) Social Media
7 194 (2.06%) Blog
8 183 (1.95%) Self-Motivation
9 176 (1.87%) Management Information System
10 170 (1.81%) Algorithms
11 145 (1.54%) Low-Code
12 144 (1.53%) Robotics
13 140 (1.49%) Enterprise Software
14 126 (1.34%) Data Centre
15 107 (1.14%) Marketing Technology
16 104 (1.11%) Legacy Systems
17 97 (1.03%) Greenfield Project
18 96 (1.02%) Cyber Threat
19 93 (0.99%) Mobile App
20 89 (0.95%) Virtual Team
Operating Systems
1 226 (2.41%) Windows
2 217 (2.31%) Linux
3 68 (0.72%) Windows Server
4 61 (0.65%) Android
5 39 (0.42%) Apple iOS
6 24 (0.26%) VMS
7 17 (0.18%) Ubuntu
7 17 (0.18%) Unix
8 16 (0.17%) Mac OS
9 9 (0.096%) Debian
10 6 (0.064%) Red Hat Enterprise Linux
11 5 (0.053%) Embedded Linux
11 5 (0.053%) Kali Linux
11 5 (0.053%) Windows 10
11 5 (0.053%) Windows Server 2019
12 3 (0.032%) Gentoo
12 3 (0.032%) Solaris
13 2 (0.021%) CentOS
13 2 (0.021%) Robot Operating System
14 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,009 (21.38%) Machine Learning
2 1,931 (20.55%) Analytics
3 1,609 (17.12%) Agile
4 1,401 (14.91%) Software Engineering
5 1,350 (14.37%) Roadmaps
6 1,319 (14.04%) CI/CD
7 1,235 (13.14%) Business Intelligence
8 1,208 (12.86%) Continuous Improvement
9 1,185 (12.61%) Problem-Solving
10 1,138 (12.11%) Decision-Making
11 1,062 (11.30%) LLM
12 991 (10.55%) Mentoring
13 952 (10.13%) DevOps
14 856 (9.11%) Generative AI
15 839 (8.93%) Stakeholder Management
16 819 (8.72%) Data Science
17 749 (7.97%) Full-Stack Development
18 627 (6.67%) Cybersecurity
19 618 (6.58%) Data Engineering
20 595 (6.33%) Data Modelling
Programming Languages
1 2,899 (30.85%) Python
2 1,814 (19.30%) SQL
3 544 (5.79%) C#
3 544 (5.79%) JavaScript
4 449 (4.78%) TypeScript
5 413 (4.40%) Java
6 190 (2.02%) C++
7 152 (1.62%) PowerShell
8 106 (1.13%) Bash
8 106 (1.13%) Go
9 78 (0.83%) Bicep
10 69 (0.73%) C
11 67 (0.71%) R
12 65 (0.69%) PHP
12 65 (0.69%) Scala
13 54 (0.57%) Rust
14 48 (0.51%) Ruby
15 42 (0.45%) Kotlin
16 40 (0.43%) Data Analysis Expressions
17 28 (0.30%) Kusto Query Language
Qualifications
1 1,023 (10.89%) Degree
2 1,002 (10.66%) Azure Certification
3 661 (7.03%) Security Cleared
4 377 (4.01%) SC Cleared
5 274 (2.92%) Computer Science Degree
6 208 (2.21%) Master's Degree
7 194 (2.06%) DV Cleared
8 155 (1.65%) AWS Certification
9 137 (1.46%) CISSP
10 114 (1.21%) PhD
11 100 (1.06%) CISM
12 98 (1.04%) ACCA
13 95 (1.01%) Microsoft Certification
14 81 (0.86%) CIMA
15 69 (0.73%) AWS Certified Solutions Architect
16 64 (0.68%) A+ Certification
16 64 (0.68%) DBS Check
17 62 (0.66%) Network+ Certification
18 49 (0.52%) MBA
19 48 (0.51%) BPSS Clearance
Quality Assurance & Compliance
1 499 (5.31%) Data Quality
2 381 (4.05%) Accessibility
3 318 (3.38%) QA
4 263 (2.80%) GDPR
5 161 (1.71%) ISO/IEC 27001
6 113 (1.20%) GRC
6 113 (1.20%) NIST
7 81 (0.86%) SLA
8 78 (0.83%) WCAG
9 57 (0.61%) Cyber Essentials
10 41 (0.44%) California Consumer Privacy Act
11 38 (0.40%) PMO
12 32 (0.34%) NCSC
13 31 (0.33%) Cyber Essentials PLUS
14 30 (0.32%) IFRS
15 29 (0.31%) PCI DSS
16 24 (0.26%) Actionable Recommendations
17 23 (0.24%) EU AI Act
18 22 (0.23%) ISO/IEC 42001
19 19 (0.20%) SOC 2
System Software
1 526 (5.60%) Docker
2 163 (1.73%) Active Directory
3 98 (1.04%) Virtual Machines
4 52 (0.55%) VMware Infrastructure
5 25 (0.27%) Firmware
6 21 (0.22%) Hyper-V
6 21 (0.22%) Virtual Desktop
7 18 (0.19%) vSphere
8 11 (0.12%) Embedded Firmware
9 8 (0.085%) Ceph
10 6 (0.064%) IAG
11 4 (0.043%) VMware NSX
12 3 (0.032%) VMware ESXi
13 2 (0.021%) Lustre
13 2 (0.021%) ProxySG
13 2 (0.021%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
Systems Management
1 545 (5.80%) Kubernetes
2 145 (1.54%) Microsoft Intune
3 77 (0.82%) Grafana
4 76 (0.81%) Ansible
5 59 (0.63%) Prometheus
6 27 (0.29%) Puppet
7 20 (0.21%) Argo
7 20 (0.21%) Single Sign-On
8 19 (0.20%) Kubeflow
9 17 (0.18%) Podman
10 13 (0.14%) Progress Chef
11 12 (0.13%) Istio
12 7 (0.074%) Check_MK
12 7 (0.074%) Nagios
13 6 (0.064%) Hadoop YARN
13 6 (0.064%) Nessus
14 5 (0.053%) Autotask
14 5 (0.053%) Microsoft Clustering
14 5 (0.053%) Packer
14 5 (0.053%) Proxmox
Vendors
1 2,163 (23.02%) Microsoft
2 462 (4.92%) Databricks
3 411 (4.37%) Google
4 279 (2.97%) OpenAI
5 229 (2.44%) Adobe
6 168 (1.79%) Salesforce
7 122 (1.30%) SAP
8 117 (1.25%) Cisco
9 116 (1.23%) Dell
10 109 (1.16%) Oracle
11 108 (1.15%) ServiceNow
12 96 (1.02%) Foundry
13 78 (0.83%) HubSpot
14 68 (0.72%) Apple
15 64 (0.68%) YouTube
16 62 (0.66%) CyberArk
16 62 (0.66%) Facebook
17 60 (0.64%) VMware
18 50 (0.53%) Informatica
19 47 (0.50%) Palo Alto