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

6 months to
18 Aug 2026
Same period 2025 Same period 2024
Rank 7 12 40
Rank change year-on-year +5 +28 +61
Permanent jobs citing AI 9,299 5,143 4,030
As % of all permanent jobs in the UK 8.66% 10.29% 4.87%
As % of the Processes & Methodologies category 11.80% 11.54% 6.02%
Number of salaries quoted 5,144 1,501 1,770
10th Percentile £40,150 £26,750 £41,125
25th Percentile £52,500 £45,750 £54,000
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 £117,500 £115,000
UK excluding London median annual salary £65,000 £57,500 £63,500
% change year-on-year +13.04% -9.45% -8.56%

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 78,793 44,552 66,983
As % of all permanent jobs advertised in the UK 73.35% 89.17% 80.87%
Number of salaries quoted 54,339 25,245 43,003
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,650 £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 18 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 18 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 +6 8,227 £72,500 +3.57% 8,327
UK excluding London -3 5,350 £65,000 +13.04% 3,971
London +13 3,356 £85,000 - 5,386
Work from Home 0 2,967 £70,000 +16.67% 3,958
North of England +5 1,586 £65,500 +13.91% 947
South East -1 1,180 £62,500 +47.06% 1,044
Midlands -9 829 £59,250 -1.25% 416
North West +20 827 £70,000 +16.67% 571
South West +8 610 £65,000 +18.18% 477
West Midlands -5 552 £60,000 - 266
East of England +30 538 £60,000 +8.11% 452
Yorkshire -5 507 £65,000 +48.57% 270
East Midlands -17 276 £52,500 -19.23% 149
Scotland -5 267 £70,000 +7.69% 419
North East 0 252 £65,000 +90.24% 110
Wales +8 204 £65,000 +18.18% 80
Northern Ireland +7 160 £74,830 -14.48% 180

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
1 230 (2.47%) SharePoint
2 131 (1.41%) Apache Spark
3 127 (1.37%) Apache Airflow
4 105 (1.13%) Confluence
5 88 (0.95%) CMS
6 87 (0.94%) Apache
7 60 (0.65%) Microsoft Exchange
8 38 (0.41%) WordPress
9 36 (0.39%) Jupyter
10 32 (0.34%) SAS
11 27 (0.29%) Palantir Foundry
12 12 (0.13%) ArcGIS
13 11 (0.12%) Camunda
14 9 (0.097%) Sitecore CMS
15 8 (0.086%) IIS
15 8 (0.086%) OpenStack
16 7 (0.075%) Adobe Experience Manager
16 7 (0.075%) Headless CMS
16 7 (0.075%) Oracle SOA Suite
17 6 (0.065%) nginx
Applications
1 804 (8.65%) Microsoft Excel
2 116 (1.25%) Chatbot
3 96 (1.03%) Microsoft Office
4 61 (0.66%) Microsoft PowerPoint
5 42 (0.45%) UserZoom
6 34 (0.37%) MS Visio
7 20 (0.22%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
9 18 (0.19%) Adobe Illustrator
9 18 (0.19%) Photoshop
9 18 (0.19%) Spreadsheet
10 14 (0.15%) InDesign
11 11 (0.12%) Microsoft Project
12 10 (0.11%) Simulink
13 8 (0.086%) Adobe Premiere
13 8 (0.086%) LaTeX
13 8 (0.086%) SPSS
14 6 (0.065%) Trello
15 5 (0.054%) Camtasia
15 5 (0.054%) Moqups
Business Applications
1 105 (1.13%) Dynamics CRM
2 49 (0.53%) SAP S/4HANA
3 28 (0.30%) Dynamics GP
4 24 (0.26%) Cloudability
5 21 (0.23%) NetSuite
6 10 (0.11%) Payment Gateway
6 10 (0.11%) Shopify
7 8 (0.086%) Relativity
7 8 (0.086%) Sage 50
7 8 (0.086%) SAP MDG
8 7 (0.075%) Distributed Ledger
8 7 (0.075%) Elite 3E
9 6 (0.065%) Carpe Diem
9 6 (0.065%) Dynamics NAV
10 5 (0.054%) Oracle ERP
10 5 (0.054%) Sage 200
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Integrated Workplace Management System
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Q-Pulse
Cloud Services
1 2,895 (31.13%) Azure
2 1,613 (17.35%) AWS
3 1,319 (14.18%) Power Platform
4 1,299 (13.97%) Azure AI
5 715 (7.69%) SaaS
6 640 (6.88%) GCP
7 435 (4.68%) Microsoft 365
8 425 (4.57%) GitHub
9 326 (3.51%) Microsoft Copilot
10 323 (3.47%) Azure DevOps
11 317 (3.41%) Snowflake
12 282 (3.03%) Serverless
13 260 (2.80%) Anthropic Claude
14 209 (2.25%) GitHub Copilot
15 203 (2.18%) Power Automate
16 200 (2.15%) Entra ID
17 175 (1.88%) Cloud Computing
18 153 (1.65%) Azure Synapse Analytics
19 152 (1.63%) Adobe Analytics
20 147 (1.58%) Amazon S3
Communications & Networking
1 290 (3.12%) Broadband
2 111 (1.19%) Internet
3 93 (1.00%) Firewall
4 91 (0.98%) Network Security
5 74 (0.80%) VPN
6 62 (0.67%) DNS
7 36 (0.39%) WAN
8 34 (0.37%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.23%) HTTP
12 20 (0.22%) OSPF
13 19 (0.20%) MQTT
14 18 (0.19%) DHCP
14 18 (0.19%) VoIP
15 17 (0.18%) LAN
15 17 (0.18%) Wireless
16 14 (0.15%) CTI
17 13 (0.14%) VXLAN
18 11 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,055 (11.35%) Power BI
2 786 (8.45%) Tableau
3 284 (3.05%) MongoDB
4 264 (2.84%) Data Warehouse
5 234 (2.52%) SQL Server
6 221 (2.38%) PostgreSQL
7 213 (2.29%) Data Lake
8 202 (2.17%) Azure SQL Database
9 173 (1.86%) Metadata
10 155 (1.67%) NoSQL
11 126 (1.35%) Big Data
12 109 (1.17%) Relational Database
13 99 (1.06%) MySQL
14 90 (0.97%) BigQuery
15 67 (0.72%) Elasticsearch
16 65 (0.70%) Redis
17 62 (0.67%) Amazon Redshift
18 57 (0.61%) DynamoDB
19 56 (0.60%) Looker
20 55 (0.59%) Semantic Layer
Development Applications
1 329 (3.54%) Git
2 164 (1.76%) JIRA
3 159 (1.71%) Claude Code
4 116 (1.25%) Jenkins
5 90 (0.97%) GitLab
6 67 (0.72%) MLflow
7 40 (0.43%) Visual Studio Code
8 39 (0.42%) Selenium
9 33 (0.35%) JUnit
10 29 (0.31%) Maven
11 27 (0.29%) Postman
11 27 (0.29%) Snyk
12 26 (0.28%) Cypress.io
12 26 (0.28%) IBM UrbanCode
13 16 (0.17%) Mockito
14 13 (0.14%) Cucumber
14 13 (0.14%) Vite
15 12 (0.13%) Spock
16 11 (0.12%) Storybook
17 10 (0.11%) JMeter
General
1 2,940 (31.62%) Social Skills
2 2,028 (21.81%) Finance
3 1,020 (10.97%) Analytical Skills
4 771 (8.29%) Marketing
5 721 (7.75%) Inclusion and Diversity
6 548 (5.89%) Legal
7 500 (5.38%) Public Sector
8 486 (5.23%) Law
9 384 (4.13%) Banking
10 342 (3.68%) Retail
11 316 (3.40%) Games
12 237 (2.55%) Influencing Skills
13 222 (2.39%) Manufacturing
14 211 (2.27%) Organisational Skills
15 130 (1.40%) Financial Institution
16 127 (1.37%) Presentation Skills
17 112 (1.20%) Advertising
18 96 (1.03%) Telecoms
19 85 (0.91%) Legal Technology
20 66 (0.71%) Military
Job Titles
1 1,590 (17.10%) Senior
2 1,021 (10.98%) Analyst
3 1,018 (10.95%) Lead
4 932 (10.02%) Architect
5 911 (9.80%) Developer
6 729 (7.84%) Artificial Intelligence Engineer
7 679 (7.30%) Data Analyst
8 672 (7.23%) Junior
9 613 (6.59%) Junior Analyst
10 607 (6.53%) Junior Data Analyst
11 600 (6.45%) Software Engineer
12 380 (4.09%) Data Engineer
13 378 (4.06%) Solutions Architect
14 369 (3.97%) Consultant
15 243 (2.61%) Data Scientist
16 236 (2.54%) Senior Manager
17 231 (2.48%) Python Engineer
18 210 (2.26%) .NET Developer
19 208 (2.24%) Artificial Intelligence Architect
20 202 (2.17%) Data Architect
Libraries, Frameworks & Software Standards
1 519 (5.58%) React
2 458 (4.93%) .NET
3 268 (2.88%) REST
4 264 (2.84%) Node.js
5 245 (2.63%) LangChain
6 242 (2.60%) CSS
7 237 (2.55%) HTML
8 212 (2.28%) RESTful
9 206 (2.22%) ASP.NET
10 187 (2.01%) ASP.NET Core
11 186 (2.00%) Kafka
12 184 (1.98%) PyTorch
13 182 (1.96%) .NET Core
14 156 (1.68%) ML.NET
15 145 (1.56%) TensorFlow
16 134 (1.44%) Next.js
17 127 (1.37%) Blazor
18 125 (1.34%) FastAPI
18 125 (1.34%) LangGraph
19 122 (1.31%) PySpark
Miscellaneous
1 677 (7.28%) Cloud Native
2 626 (6.73%) AI Agents
3 390 (4.19%) Onboarding
4 303 (3.26%) Distributed Systems
5 296 (3.18%) Product Ownership
6 279 (3.00%) Social Media
7 194 (2.09%) Blog
8 190 (2.04%) Algorithms
9 182 (1.96%) Self-Motivation
10 175 (1.88%) Management Information System
11 145 (1.56%) Low-Code
12 140 (1.51%) Robotics
13 134 (1.44%) Enterprise Software
14 121 (1.30%) Data Centre
15 104 (1.12%) Marketing Technology
16 101 (1.09%) Legacy Systems
17 99 (1.06%) Mobile App
18 97 (1.04%) Greenfield Project
19 87 (0.94%) Virtual Team
20 86 (0.92%) Cyber Threat
Operating Systems
1 217 (2.33%) Windows
2 215 (2.31%) Linux
3 70 (0.75%) Android
4 65 (0.70%) Windows Server
5 44 (0.47%) Apple iOS
6 23 (0.25%) VMS
7 17 (0.18%) Unix
8 16 (0.17%) Mac OS
9 15 (0.16%) Ubuntu
10 8 (0.086%) Debian
11 6 (0.065%) Red Hat Enterprise Linux
12 5 (0.054%) Embedded Linux
12 5 (0.054%) Kali Linux
12 5 (0.054%) Windows Server 2019
13 3 (0.032%) Gentoo
13 3 (0.032%) Solaris
13 3 (0.032%) Windows 10
14 2 (0.022%) CentOS
15 1 (0.011%) Robot Operating System
15 1 (0.011%) Windows Server 2016
Processes & Methodologies
1 2,019 (21.71%) Machine Learning
2 1,959 (21.07%) Analytics
3 1,622 (17.44%) Agile
4 1,367 (14.70%) Software Engineering
5 1,352 (14.54%) Roadmaps
6 1,339 (14.40%) CI/CD
7 1,271 (13.67%) Business Intelligence
8 1,184 (12.73%) Continuous Improvement
9 1,175 (12.64%) Problem-Solving
10 1,112 (11.96%) Decision-Making
11 1,072 (11.53%) LLM
12 976 (10.50%) Mentoring
13 936 (10.07%) DevOps
14 839 (9.02%) Generative AI
15 812 (8.73%) Data Science
16 790 (8.50%) Stakeholder Management
17 747 (8.03%) Full-Stack Development
18 627 (6.74%) Data Engineering
19 610 (6.56%) Cybersecurity
20 583 (6.27%) Data Modelling
Programming Languages
1 2,996 (32.22%) Python
2 1,870 (20.11%) SQL
3 546 (5.87%) JavaScript
4 539 (5.80%) C#
5 450 (4.84%) TypeScript
6 419 (4.51%) Java
7 191 (2.05%) C++
8 143 (1.54%) PowerShell
9 103 (1.11%) Bash
10 98 (1.05%) Go
11 76 (0.82%) Bicep
12 69 (0.74%) C
13 66 (0.71%) PHP
14 63 (0.68%) R
14 63 (0.68%) Scala
15 52 (0.56%) Rust
16 49 (0.53%) Kotlin
17 48 (0.52%) Ruby
18 39 (0.42%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,047 (11.26%) Azure Certification
2 1,001 (10.76%) Degree
3 648 (6.97%) Security Cleared
4 370 (3.98%) SC Cleared
5 270 (2.90%) Computer Science Degree
6 203 (2.18%) Master's Degree
7 189 (2.03%) DV Cleared
8 167 (1.80%) AWS Certification
9 136 (1.46%) CISSP
10 115 (1.24%) PhD
11 100 (1.08%) CISM
12 95 (1.02%) ACCA
13 85 (0.91%) Microsoft Certification
14 78 (0.84%) CIMA
15 67 (0.72%) AWS Certified Solutions Architect
16 63 (0.68%) DBS Check
17 62 (0.67%) A+ Certification
18 60 (0.65%) Network+ Certification
19 46 (0.49%) BPSS Clearance
20 45 (0.48%) MBA
Quality Assurance & Compliance
1 502 (5.40%) Data Quality
2 404 (4.34%) Accessibility
3 312 (3.36%) QA
4 273 (2.94%) GDPR
5 157 (1.69%) ISO/IEC 27001
6 112 (1.20%) GRC
7 111 (1.19%) NIST
8 83 (0.89%) WCAG
9 78 (0.84%) SLA
10 55 (0.59%) Cyber Essentials
11 51 (0.55%) California Consumer Privacy Act
12 36 (0.39%) PMO
13 31 (0.33%) IFRS
14 30 (0.32%) NCSC
14 30 (0.32%) PCI DSS
15 29 (0.31%) Cyber Essentials PLUS
16 25 (0.27%) EU AI Act
17 24 (0.26%) Actionable Recommendations
18 22 (0.24%) HIPAA
19 21 (0.23%) ISO/IEC 42001
System Software
1 524 (5.64%) Docker
2 160 (1.72%) Active Directory
3 98 (1.05%) Virtual Machines
4 46 (0.49%) VMware Infrastructure
5 24 (0.26%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.19%) Hyper-V
7 18 (0.19%) vSphere
8 11 (0.12%) Embedded Firmware
9 8 (0.086%) Ceph
10 6 (0.065%) IAG
11 4 (0.043%) VMware NSX
12 2 (0.022%) Lustre
12 2 (0.022%) ProxySG
12 2 (0.022%) Slurm Workload Manager
12 2 (0.022%) VMware ESXi
13 1 (0.011%) Apache Flume
Systems Management
1 539 (5.80%) Kubernetes
2 427 (4.59%) Terraform
3 142 (1.53%) Microsoft Intune
4 77 (0.83%) Ansible
5 73 (0.79%) Grafana
6 58 (0.62%) Prometheus
7 27 (0.29%) Puppet
8 22 (0.24%) Argo
9 19 (0.20%) Kubeflow
9 19 (0.20%) Single Sign-On
10 17 (0.18%) Podman
11 13 (0.14%) Progress Chef
12 12 (0.13%) Istio
13 7 (0.075%) Check_MK
13 7 (0.075%) Nagios
14 6 (0.065%) Hadoop YARN
14 6 (0.065%) Nessus
15 5 (0.054%) Autotask
15 5 (0.054%) Functional Safety
15 5 (0.054%) SCCM
Vendors
1 2,177 (23.41%) Microsoft
2 454 (4.88%) Databricks
3 387 (4.16%) Google
4 275 (2.96%) OpenAI
5 238 (2.56%) Adobe
6 162 (1.74%) Salesforce
7 125 (1.34%) Oracle
8 119 (1.28%) SAP
9 118 (1.27%) Dell
10 113 (1.22%) ServiceNow
11 112 (1.20%) Cisco
12 94 (1.01%) Foundry
13 76 (0.82%) HubSpot
14 64 (0.69%) Apple
15 62 (0.67%) CyberArk
15 62 (0.67%) Facebook
16 53 (0.57%) VMware
17 50 (0.54%) Informatica
18 46 (0.49%) Palo Alto
19 45 (0.48%) Sage