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

6 months to
24 Aug 2026
Same period 2025 Same period 2024
Rank 8 11 41
Rank change year-on-year +3 +30 +59
Permanent jobs citing AI 9,350 5,277 3,951
As % of all permanent jobs in the UK 8.62% 10.54% 4.73%
As % of the Processes & Methodologies category 11.78% 11.85% 5.87%
Number of salaries quoted 5,204 1,551 1,762
10th Percentile £41,188 £28,000 £40,000
25th Percentile £52,500 £46,250 £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 £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 79,395 44,536 67,357
As % of all permanent jobs advertised in the UK 73.20% 88.97% 80.72%
Number of salaries quoted 54,920 25,310 42,355
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% - -8.33%
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 24 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 24 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 8,267 £72,500 +3.57% 2,905
UK excluding London -4 5,371 £65,000 +13.04% 1,985
London +12 3,384 £85,000 - 1,448
Work from Home 0 2,997 £70,000 +16.67% 1,332
North of England +3 1,585 £66,000 +14.78% 462
South East -4 1,189 £62,500 +25.00% 694
North West +17 843 £70,000 +16.67% 258
Midlands -9 831 £59,250 -1.25% 235
South West +6 613 £67,500 +22.73% 320
West Midlands -5 555 £60,000 - 151
East of England +30 534 £60,000 +10.60% 174
Yorkshire -8 485 £65,000 +48.57% 147
East Midlands -19 276 £52,500 -19.23% 82
Scotland -4 274 £70,000 +7.69% 89
North East -1 257 £65,000 +90.24% 62
Wales +7 210 £65,000 +18.18% 38
Northern Ireland +10 158 £74,830 -14.48% 18

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
1 238 (2.55%) SharePoint
2 126 (1.35%) Apache Spark
3 123 (1.32%) Apache Airflow
4 106 (1.13%) Confluence
5 87 (0.93%) Apache
6 82 (0.88%) CMS
7 63 (0.67%) Microsoft Exchange
8 38 (0.41%) 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 (0.086%) nginx
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 (0.064%) ArcGIS
Applications
1 762 (8.15%) Microsoft Excel
2 103 (1.10%) Chatbot
3 102 (1.09%) Microsoft Office
4 65 (0.70%) Microsoft PowerPoint
5 42 (0.45%) UserZoom
6 33 (0.35%) MS Visio
7 22 (0.24%) Adobe Creative Suite
8 19 (0.20%) Adobe After Effects
9 18 (0.19%) 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 (0.086%) LaTeX
14 8 (0.086%) SPSS
15 7 (0.075%) Adobe Premiere
16 6 (0.064%) Trello
17 5 (0.053%) Camtasia
17 5 (0.053%) Moqups
Business Applications
1 109 (1.17%) 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
7 10 (0.11%) Shopify
8 8 (0.086%) Relativity
8 8 (0.086%) Sage 50
8 8 (0.086%) SAP MDG
9 7 (0.075%) Distributed Ledger
9 7 (0.075%) Dynamics NAV
9 7 (0.075%) Elite 3E
10 6 (0.064%) Carpe Diem
11 5 (0.053%) Oracle ERP
11 5 (0.053%) Sage 200
12 4 (0.043%) Dynamics AX
13 3 (0.032%) Magento
13 3 (0.032%) Oracle EBS
13 3 (0.032%) Q-Pulse
Cloud Services
1 2,847 (30.45%) Azure
2 1,593 (17.04%) AWS
3 1,274 (13.63%) Power Platform
4 1,250 (13.37%) Azure AI
5 723 (7.73%) SaaS
6 647 (6.92%) GCP
7 449 (4.80%) Microsoft 365
8 431 (4.61%) GitHub
9 341 (3.65%) Microsoft Copilot
10 325 (3.48%) Azure DevOps
11 311 (3.33%) Snowflake
12 283 (3.03%) Serverless
13 266 (2.84%) Anthropic Claude
14 211 (2.26%) GitHub Copilot
15 206 (2.20%) Entra ID
16 203 (2.17%) Power Automate
17 157 (1.68%) Cloud Computing
18 153 (1.64%) Azure Synapse Analytics
19 147 (1.57%) Amazon S3
20 143 (1.53%) dbt
Communications & Networking
1 269 (2.88%) Broadband
2 111 (1.19%) Internet
3 97 (1.04%) Firewall
4 95 (1.02%) Network Security
5 78 (0.83%) VPN
6 68 (0.73%) DNS
7 36 (0.39%) TCP/IP
7 36 (0.39%) WAN
8 28 (0.30%) BGP
9 27 (0.29%) VLAN
10 21 (0.22%) DHCP
10 21 (0.22%) HTTP
11 20 (0.21%) OSPF
12 19 (0.20%) MQTT
12 19 (0.20%) Wireless
13 18 (0.19%) LAN
13 18 (0.19%) VoIP
14 14 (0.15%) CTI
15 13 (0.14%) VXLAN
16 12 (0.13%) 5G
Database & Business Intelligence
1 1,005 (10.75%) Power BI
2 729 (7.80%) Tableau
3 280 (2.99%) MongoDB
4 262 (2.80%) Data Warehouse
5 234 (2.50%) SQL Server
6 221 (2.36%) PostgreSQL
7 216 (2.31%) Data Lake
8 202 (2.16%) Azure SQL Database
9 174 (1.86%) Metadata
10 155 (1.66%) NoSQL
11 125 (1.34%) Big Data
12 109 (1.17%) Relational Database
13 97 (1.04%) MySQL
14 91 (0.97%) BigQuery
15 67 (0.72%) Elasticsearch
16 64 (0.68%) Redis
17 62 (0.66%) Amazon Redshift
18 58 (0.62%) DynamoDB
19 56 (0.60%) Looker
19 56 (0.60%) Semantic Layer
Development Applications
1 326 (3.49%) Git
2 170 (1.82%) JIRA
3 162 (1.73%) Claude Code
4 116 (1.24%) Jenkins
5 90 (0.96%) GitLab
6 65 (0.70%) MLflow
7 39 (0.42%) Selenium
8 34 (0.36%) JUnit
9 30 (0.32%) Maven
10 28 (0.30%) Postman
11 27 (0.29%) Cypress.io
11 27 (0.29%) Snyk
12 23 (0.25%) IBM UrbanCode
13 22 (0.24%) Visual Studio Code
14 17 (0.18%) Mockito
15 14 (0.15%) Cucumber
16 12 (0.13%) Spock
16 12 (0.13%) Vite
17 10 (0.11%) Gatling
17 10 (0.11%) Storybook
General
1 2,929 (31.33%) Social Skills
2 2,042 (21.84%) Finance
3 1,028 (10.99%) Analytical Skills
4 789 (8.44%) Marketing
5 736 (7.87%) Inclusion and Diversity
6 550 (5.88%) Legal
7 506 (5.41%) Public Sector
8 491 (5.25%) Law
9 391 (4.18%) Banking
10 326 (3.49%) Retail
11 297 (3.18%) Games
12 246 (2.63%) Influencing Skills
13 218 (2.33%) Organisational Skills
14 211 (2.26%) Manufacturing
15 131 (1.40%) Presentation Skills
16 129 (1.38%) Financial Institution
17 110 (1.18%) Advertising
18 100 (1.07%) Telecoms
19 86 (0.92%) Legal Technology
20 67 (0.72%) Military
Job Titles
1 1,620 (17.33%) Senior
2 1,025 (10.96%) Lead
3 968 (10.35%) Analyst
4 954 (10.20%) Architect
5 906 (9.69%) Developer
6 750 (8.02%) Artificial Intelligence Engineer
7 625 (6.68%) Data Analyst
8 620 (6.63%) Junior
9 609 (6.51%) Software Engineer
10 558 (5.97%) Junior Analyst
11 552 (5.90%) Junior Data Analyst
12 392 (4.19%) Solutions Architect
13 382 (4.09%) Data Engineer
14 373 (3.99%) Consultant
15 246 (2.63%) Senior Manager
16 239 (2.56%) Data Scientist
17 232 (2.48%) Python Engineer
18 215 (2.30%) Artificial Intelligence Architect
19 209 (2.24%) .NET Developer
20 202 (2.16%) Data Architect
Libraries, Frameworks & Software Standards
1 518 (5.54%) React
2 462 (4.94%) .NET
3 427 (4.57%) Terraform
4 275 (2.94%) REST
5 266 (2.84%) Node.js
6 244 (2.61%) LangChain
7 238 (2.55%) CSS
8 236 (2.52%) HTML
9 210 (2.25%) RESTful
10 205 (2.19%) ASP.NET
11 187 (2.00%) ASP.NET Core
12 186 (1.99%) Kafka
13 182 (1.95%) .NET Core
14 180 (1.93%) PyTorch
15 156 (1.67%) ML.NET
16 147 (1.57%) TensorFlow
17 135 (1.44%) Next.js
18 127 (1.36%) Blazor
19 125 (1.34%) LangGraph
20 123 (1.32%) FastAPI
Miscellaneous
1 681 (7.28%) Cloud Native
2 636 (6.80%) AI Agents
3 404 (4.32%) Onboarding
4 309 (3.30%) Distributed Systems
5 299 (3.20%) Product Ownership
6 263 (2.81%) Social Media
7 194 (2.07%) Blog
8 179 (1.91%) Self-Motivation
9 175 (1.87%) Management Information System
10 171 (1.83%) Algorithms
11 144 (1.54%) Low-Code
12 141 (1.51%) Robotics
13 139 (1.49%) Enterprise Software
14 128 (1.37%) Data Centre
15 106 (1.13%) Marketing Technology
16 101 (1.08%) Legacy Systems
17 97 (1.04%) Greenfield Project
18 93 (0.99%) Mobile App
19 92 (0.98%) Cyber Threat
20 88 (0.94%) Virtual Team
Operating Systems
1 220 (2.35%) Windows
2 218 (2.33%) Linux
3 67 (0.72%) Windows Server
4 62 (0.66%) Android
5 43 (0.46%) Apple iOS
6 23 (0.25%) VMS
7 18 (0.19%) Ubuntu
7 18 (0.19%) 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 (21.49%) Machine Learning
2 1,941 (20.76%) Analytics
3 1,616 (17.28%) Agile
4 1,387 (14.83%) Software Engineering
5 1,345 (14.39%) Roadmaps
6 1,332 (14.25%) CI/CD
7 1,229 (13.14%) Business Intelligence
8 1,197 (12.80%) Continuous Improvement
9 1,175 (12.57%) Problem-Solving
10 1,119 (11.97%) Decision-Making
11 1,055 (11.28%) LLM
12 978 (10.46%) Mentoring
13 939 (10.04%) DevOps
14 851 (9.10%) Generative AI
15 826 (8.83%) Stakeholder Management
16 814 (8.71%) Data Science
17 745 (7.97%) Full-Stack Development
18 627 (6.71%) Data Engineering
19 620 (6.63%) Cybersecurity
20 589 (6.30%) Data Modelling
Programming Languages
1 2,918 (31.21%) Python
2 1,825 (19.52%) SQL
3 542 (5.80%) JavaScript
4 541 (5.79%) C#
5 447 (4.78%) TypeScript
6 409 (4.37%) Java
7 192 (2.05%) C++
8 148 (1.58%) PowerShell
9 106 (1.13%) Bash
10 102 (1.09%) Go
11 78 (0.83%) Bicep
12 69 (0.74%) C
13 66 (0.71%) PHP
13 66 (0.71%) R
14 65 (0.70%) Scala
15 54 (0.58%) Rust
16 48 (0.51%) Ruby
17 41 (0.44%) Kotlin
18 38 (0.41%) Data Analysis Expressions
19 27 (0.29%) Kusto Query Language
Qualifications
1 1,015 (10.86%) Degree
2 998 (10.67%) Azure Certification
3 651 (6.96%) Security Cleared
4 372 (3.98%) SC Cleared
5 272 (2.91%) Computer Science Degree
6 209 (2.24%) Master's Degree
7 188 (2.01%) DV Cleared
8 152 (1.63%) AWS Certification
9 134 (1.43%) CISSP
10 116 (1.24%) PhD
11 98 (1.05%) CISM
12 97 (1.04%) ACCA
13 92 (0.98%) Microsoft Certification
14 79 (0.84%) CIMA
15 68 (0.73%) AWS Certified Solutions Architect
16 64 (0.68%) A+ Certification
17 63 (0.67%) DBS Check
18 62 (0.66%) Network+ Certification
19 49 (0.52%) MBA
20 45 (0.48%) BPSS Clearance
Quality Assurance & Compliance
1 511 (5.47%) Data Quality
2 385 (4.12%) Accessibility
3 316 (3.38%) QA
4 268 (2.87%) GDPR
5 156 (1.67%) ISO/IEC 27001
6 111 (1.19%) GRC
7 109 (1.17%) NIST
8 81 (0.87%) SLA
9 79 (0.84%) WCAG
10 55 (0.59%) Cyber Essentials
11 50 (0.53%) California Consumer Privacy Act
12 37 (0.40%) PMO
13 31 (0.33%) IFRS
14 30 (0.32%) Cyber Essentials PLUS
14 30 (0.32%) NCSC
15 28 (0.30%) PCI DSS
16 24 (0.26%) Actionable Recommendations
17 23 (0.25%) EU AI Act
18 21 (0.22%) HIPAA
18 21 (0.22%) ISO/IEC 42001
System Software
1 525 (5.61%) Docker
2 163 (1.74%) Active Directory
3 98 (1.05%) Virtual Machines
4 51 (0.55%) VMware Infrastructure
5 24 (0.26%) Firmware
6 21 (0.22%) Virtual Desktop
7 20 (0.21%) Hyper-V
8 18 (0.19%) vSphere
9 11 (0.12%) Embedded Firmware
10 8 (0.086%) Ceph
11 6 (0.064%) IAG
12 4 (0.043%) VMware NSX
13 3 (0.032%) VMware ESXi
14 2 (0.021%) Lustre
14 2 (0.021%) ProxySG
14 2 (0.021%) Slurm Workload Manager
15 1 (0.011%) Apache Flume
Systems Management
1 548 (5.86%) Kubernetes
2 143 (1.53%) Microsoft Intune
3 77 (0.82%) Ansible
4 75 (0.80%) Grafana
5 59 (0.63%) Prometheus
6 27 (0.29%) Puppet
7 21 (0.22%) Argo
8 19 (0.20%) Kubeflow
8 19 (0.20%) Single Sign-On
9 17 (0.18%) Podman
10 13 (0.14%) Progress Chef
11 12 (0.13%) Istio
12 7 (0.075%) Check_MK
12 7 (0.075%) Nagios
13 6 (0.064%) Hadoop YARN
13 6 (0.064%) Nessus
14 5 (0.053%) Control-M
14 5 (0.053%) Microsoft Clustering
14 5 (0.053%) Proxmox
14 5 (0.053%) SCCM
Vendors
1 2,149 (22.98%) Microsoft
2 458 (4.90%) Databricks
3 400 (4.28%) Google
4 277 (2.96%) OpenAI
5 227 (2.43%) Adobe
6 168 (1.80%) Salesforce
7 125 (1.34%) Oracle
8 122 (1.30%) SAP
9 121 (1.29%) Dell
10 118 (1.26%) Cisco
11 107 (1.14%) ServiceNow
12 93 (0.99%) Foundry
13 78 (0.83%) HubSpot
14 67 (0.72%) Apple
15 62 (0.66%) CyberArk
15 62 (0.66%) Facebook
16 59 (0.63%) VMware
17 50 (0.53%) Informatica
18 48 (0.51%) YouTube
19 46 (0.49%) Palo Alto