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

6 months to
25 Aug 2026
Same period 2025 Same period 2024
Rank 8 11 42
Rank change year-on-year +3 +31 +56
Permanent jobs citing AI 9,384 5,267 3,937
As % of all permanent jobs in the UK 8.63% 10.55% 4.71%
As % of the Processes & Methodologies category 11.78% 11.87% 5.84%
Number of salaries quoted 5,228 1,542 1,764
10th Percentile £41,231 £28,500 £40,000
25th Percentile £52,500 £46,250 £54,750
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 £119,425 £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 79,636 44,374 67,391
As % of all permanent jobs advertised in the UK 73.20% 88.88% 80.70%
Number of salaries quoted 55,106 25,202 42,338
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,650 £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 25 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 25 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 8,293 £72,500 +3.57% 7,958
UK excluding London -4 5,393 £65,000 +13.04% 3,595
London +11 3,394 £85,000 - 5,346
Work from Home 0 3,019 £70,000 +16.67% 3,749
North of England +2 1,602 £66,000 +14.78% 864
South East -4 1,193 £62,500 +25.00% 658
North West +17 853 £70,000 +16.67% 535
Midlands -8 829 £59,250 -1.25% 363
South West +7 616 £67,500 +20.00% 672
West Midlands -5 554 £60,000 - 226
East of England +31 529 £60,000 +10.60% 396
Yorkshire -9 490 £65,000 +48.57% 236
Scotland -4 278 £71,250 +9.62% 446
East Midlands -21 275 £52,500 -19.23% 136
North East -1 259 £65,000 +90.24% 97
Wales +6 211 £65,000 +18.18% 66
Northern Ireland +10 158 £74,830 -14.48% 176

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
1 240 (2.56%) SharePoint
2 111 (1.18%) Apache Spark
3 109 (1.16%) Apache Airflow
4 107 (1.14%) Confluence
5 83 (0.88%) CMS
6 73 (0.78%) Apache
7 63 (0.67%) Microsoft Exchange
8 39 (0.42%) WordPress
9 32 (0.34%) SAS
10 26 (0.28%) Palantir Foundry
11 19 (0.20%) 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 (0.075%) Adobe Experience Manager
16 7 (0.075%) Headless CMS
16 7 (0.075%) Oracle SOA Suite
17 5 (0.053%) Apache Pig
Applications
1 765 (8.15%) 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 29 (0.31%) MS Visio
6 22 (0.23%) Adobe Creative Suite
7 19 (0.20%) Adobe After Effects
8 18 (0.19%) Adobe Illustrator
8 18 (0.19%) Spreadsheet
9 17 (0.18%) Photoshop
10 14 (0.15%) InDesign
11 11 (0.12%) Microsoft Project
12 10 (0.11%) Simulink
13 8 (0.085%) LaTeX
13 8 (0.085%) SPSS
14 7 (0.075%) Adobe Premiere
15 6 (0.064%) Trello
16 5 (0.053%) Camtasia
16 5 (0.053%) Moqups
Business Applications
1 109 (1.16%) Dynamics CRM
2 51 (0.54%) 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%) Relativity
7 8 (0.085%) Sage 50
7 8 (0.085%) SAP MDG
8 7 (0.075%) Distributed Ledger
8 7 (0.075%) Dynamics NAV
8 7 (0.075%) Elite 3E
9 6 (0.064%) Carpe Diem
10 5 (0.053%) Oracle ERP
10 5 (0.053%) Sage 200
11 3 (0.032%) Dynamics AX
11 3 (0.032%) Magento
11 3 (0.032%) Oracle EBS
11 3 (0.032%) Salesforce CRM
Cloud Services
1 2,854 (30.41%) Azure
2 1,588 (16.92%) AWS
3 1,279 (13.63%) Power Platform
4 1,251 (13.33%) Azure AI
5 724 (7.72%) SaaS
6 653 (6.96%) GCP
7 453 (4.83%) Microsoft 365
8 431 (4.59%) GitHub
9 344 (3.67%) Microsoft Copilot
10 325 (3.46%) Azure DevOps
11 314 (3.35%) Snowflake
12 281 (2.99%) Serverless
13 270 (2.88%) Anthropic Claude
14 212 (2.26%) GitHub Copilot
15 207 (2.21%) Entra ID
16 204 (2.17%) Power Automate
17 156 (1.66%) Cloud Computing
18 154 (1.64%) Azure Synapse Analytics
19 143 (1.52%) dbt
20 139 (1.48%) PowerApps
Communications & Networking
1 268 (2.86%) Broadband
2 111 (1.18%) Internet
3 98 (1.04%) Firewall
4 95 (1.01%) Network Security
5 79 (0.84%) VPN
6 68 (0.72%) DNS
7 37 (0.39%) WAN
8 36 (0.38%) TCP/IP
9 28 (0.30%) BGP
10 27 (0.29%) VLAN
11 21 (0.22%) DHCP
11 21 (0.22%) HTTP
12 20 (0.21%) OSPF
13 19 (0.20%) LAN
13 19 (0.20%) MQTT
13 19 (0.20%) Wireless
14 18 (0.19%) VoIP
15 14 (0.15%) CTI
16 13 (0.14%) SMS
16 13 (0.14%) VXLAN
Database & Business Intelligence
1 1,011 (10.77%) Power BI
2 715 (7.62%) Tableau
3 279 (2.97%) MongoDB
4 264 (2.81%) Data Warehouse
5 235 (2.50%) SQL Server
6 220 (2.34%) PostgreSQL
7 217 (2.31%) Data Lake
8 202 (2.15%) Azure SQL Database
9 176 (1.88%) Metadata
10 156 (1.66%) NoSQL
11 123 (1.31%) Big Data
12 111 (1.18%) Relational Database
13 96 (1.02%) MySQL
14 91 (0.97%) BigQuery
15 67 (0.71%) Elasticsearch
16 64 (0.68%) Redis
17 62 (0.66%) Amazon Redshift
18 58 (0.62%) DynamoDB
18 58 (0.62%) Semantic Layer
19 56 (0.60%) Delta Lake
Development Applications
1 314 (3.35%) Git
2 171 (1.82%) JIRA
3 164 (1.75%) Claude Code
4 116 (1.24%) Jenkins
5 91 (0.97%) GitLab
6 66 (0.70%) MLflow
7 39 (0.42%) Selenium
8 34 (0.36%) JUnit
9 31 (0.33%) Maven
10 28 (0.30%) Postman
11 27 (0.29%) Cypress.io
11 27 (0.29%) Snyk
12 22 (0.23%) Visual Studio Code
13 17 (0.18%) Mockito
14 15 (0.16%) Cucumber
15 12 (0.13%) Spock
15 12 (0.13%) Vite
16 10 (0.11%) Gatling
16 10 (0.11%) JMeter
16 10 (0.11%) Storybook
General
1 2,946 (31.39%) Social Skills
2 2,055 (21.90%) Finance
3 1,029 (10.97%) Analytical Skills
4 789 (8.41%) Marketing
5 738 (7.86%) Inclusion and Diversity
6 547 (5.83%) Legal
7 512 (5.46%) Public Sector
8 494 (5.26%) Law
9 384 (4.09%) Banking
10 329 (3.51%) Retail
11 296 (3.15%) Games
12 252 (2.69%) Influencing Skills
13 220 (2.34%) Organisational Skills
14 209 (2.23%) Manufacturing
15 132 (1.41%) Presentation Skills
16 131 (1.40%) Financial Institution
17 111 (1.18%) Advertising
18 101 (1.08%) Telecoms
19 86 (0.92%) Legal Technology
20 68 (0.72%) Military
Job Titles
1 1,628 (17.35%) Senior
2 1,034 (11.02%) Lead
3 967 (10.30%) Architect
4 958 (10.21%) Analyst
5 906 (9.65%) Developer
6 756 (8.06%) Artificial Intelligence Engineer
7 627 (6.68%) Data Analyst
8 620 (6.61%) Junior
9 613 (6.53%) Software Engineer
10 558 (5.95%) Junior Analyst
11 552 (5.88%) Junior Data Analyst
12 396 (4.22%) Solutions Architect
13 381 (4.06%) Data Engineer
14 373 (3.97%) Consultant
15 248 (2.64%) Senior Manager
16 240 (2.56%) Data Scientist
17 231 (2.46%) Python Engineer
18 217 (2.31%) Artificial Intelligence Architect
19 209 (2.23%) .NET Developer
20 204 (2.17%) Data Architect
Libraries, Frameworks & Software Standards
1 517 (5.51%) React
2 464 (4.94%) .NET
3 429 (4.57%) Terraform
4 277 (2.95%) REST
5 265 (2.82%) Node.js
6 249 (2.65%) LangChain
7 239 (2.55%) CSS
8 236 (2.51%) HTML
9 211 (2.25%) RESTful
10 205 (2.18%) ASP.NET
11 188 (2.00%) Kafka
12 187 (1.99%) ASP.NET Core
13 182 (1.94%) .NET Core
14 179 (1.91%) PyTorch
15 156 (1.66%) ML.NET
16 148 (1.58%) TensorFlow
17 135 (1.44%) Next.js
18 129 (1.37%) LangGraph
19 127 (1.35%) Blazor
20 123 (1.31%) FastAPI
Miscellaneous
1 689 (7.34%) Cloud Native
2 646 (6.88%) AI Agents
3 405 (4.32%) Onboarding
4 308 (3.28%) Distributed Systems
5 300 (3.20%) Product Ownership
6 261 (2.78%) Social Media
7 195 (2.08%) Blog
8 182 (1.94%) Self-Motivation
9 175 (1.86%) Management Information System
10 172 (1.83%) Algorithms
11 145 (1.55%) Low-Code
12 143 (1.52%) Robotics
13 139 (1.48%) Enterprise Software
14 129 (1.37%) Data Centre
15 107 (1.14%) Marketing Technology
16 102 (1.09%) Legacy Systems
17 97 (1.03%) Greenfield Project
18 93 (0.99%) Cyber Threat
18 93 (0.99%) Mobile App
19 88 (0.94%) Virtual Team
Operating Systems
1 224 (2.39%) Windows
2 217 (2.31%) Linux
3 68 (0.72%) Windows Server
4 63 (0.67%) Android
5 43 (0.46%) Apple iOS
6 23 (0.25%) 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 2,014 (21.46%) Machine Learning
2 1,933 (20.60%) Analytics
3 1,615 (17.21%) Agile
4 1,398 (14.90%) Software Engineering
5 1,353 (14.42%) Roadmaps
6 1,319 (14.06%) CI/CD
7 1,236 (13.17%) Business Intelligence
8 1,203 (12.82%) Continuous Improvement
9 1,182 (12.60%) Problem-Solving
10 1,134 (12.08%) Decision-Making
11 1,063 (11.33%) LLM
12 987 (10.52%) Mentoring
13 945 (10.07%) DevOps
14 855 (9.11%) Generative AI
15 830 (8.84%) Stakeholder Management
16 817 (8.71%) Data Science
17 747 (7.96%) Full-Stack Development
18 622 (6.63%) Cybersecurity
19 619 (6.60%) Data Engineering
20 593 (6.32%) Data Modelling
Programming Languages
1 2,905 (30.96%) Python
2 1,816 (19.35%) SQL
3 543 (5.79%) C#
4 541 (5.77%) JavaScript
5 446 (4.75%) TypeScript
6 411 (4.38%) Java
7 192 (2.05%) C++
8 149 (1.59%) PowerShell
9 106 (1.13%) Bash
10 104 (1.11%) Go
11 78 (0.83%) Bicep
12 69 (0.74%) C
13 67 (0.71%) R
14 65 (0.69%) PHP
14 65 (0.69%) Scala
15 54 (0.58%) Rust
16 48 (0.51%) Ruby
17 42 (0.45%) Kotlin
18 39 (0.42%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,019 (10.86%) Degree
2 999 (10.65%) Azure Certification
3 660 (7.03%) Security Cleared
4 373 (3.97%) SC Cleared
5 272 (2.90%) Computer Science Degree
6 209 (2.23%) Master's Degree
7 191 (2.04%) DV Cleared
8 154 (1.64%) AWS Certification
9 136 (1.45%) CISSP
10 116 (1.24%) PhD
11 99 (1.05%) CISM
12 98 (1.04%) ACCA
13 92 (0.98%) Microsoft Certification
14 81 (0.86%) CIMA
15 69 (0.74%) 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 47 (0.50%) BPSS Clearance
Quality Assurance & Compliance
1 502 (5.35%) Data Quality
2 384 (4.09%) Accessibility
3 319 (3.40%) QA
4 263 (2.80%) GDPR
5 160 (1.71%) ISO/IEC 27001
6 112 (1.19%) GRC
6 112 (1.19%) NIST
7 82 (0.87%) SLA
8 78 (0.83%) WCAG
9 56 (0.60%) Cyber Essentials
10 42 (0.45%) 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 (0.25%) EU AI Act
18 22 (0.23%) ISO/IEC 42001
19 19 (0.20%) SOC 2
System Software
1 526 (5.61%) Docker
2 163 (1.74%) 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 (5.81%) Kubernetes
2 144 (1.53%) Microsoft Intune
3 77 (0.82%) Ansible
3 77 (0.82%) Grafana
4 59 (0.63%) Prometheus
5 27 (0.29%) Puppet
6 20 (0.21%) Argo
7 19 (0.20%) Kubeflow
7 19 (0.20%) Single Sign-On
8 17 (0.18%) Podman
9 13 (0.14%) Progress Chef
10 12 (0.13%) Istio
11 7 (0.075%) Check_MK
11 7 (0.075%) Nagios
12 6 (0.064%) Hadoop YARN
12 6 (0.064%) Nessus
13 5 (0.053%) Autotask
13 5 (0.053%) Control-M
13 5 (0.053%) Proxmox
13 5 (0.053%) SCCM
Vendors
1 2,157 (22.99%) Microsoft
2 463 (4.93%) Databricks
3 406 (4.33%) Google
4 279 (2.97%) OpenAI
5 227 (2.42%) Adobe
6 168 (1.79%) Salesforce
7 123 (1.31%) SAP
8 120 (1.28%) Dell
9 118 (1.26%) Cisco
10 111 (1.18%) Oracle
11 108 (1.15%) ServiceNow
12 94 (1.00%) Foundry
13 77 (0.82%) HubSpot
14 67 (0.71%) Apple
15 62 (0.66%) CyberArk
15 62 (0.66%) Facebook
16 60 (0.64%) VMware
16 60 (0.64%) YouTube
17 50 (0.53%) Informatica
18 47 (0.50%) Palo Alto