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

6 months to
3 Aug 2026
Same period 2025 Same period 2024
Rank 7 13 43
Rank change year-on-year +6 +30 +60
Permanent jobs citing AI 8,954 4,966 4,016
As % of all permanent jobs in the UK 8.64% 9.98% 4.82%
As % of the Processes & Methodologies category 11.73% 11.16% 5.95%
Number of salaries quoted 4,922 1,564 1,751
10th Percentile £40,000 £25,313 £41,250
25th Percentile £51,250 £45,750 £54,000
Median annual salary (50th Percentile) £71,000 £67,500 £71,991
Median % change year-on-year +5.19% -6.24% -4.01%
75th Percentile £95,000 £97,500 £95,000
90th Percentile £111,125 £117,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £63,500
% change year-on-year +8.33% -5.51% -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 76,352 44,509 67,465
As % of all permanent jobs advertised in the UK 73.64% 89.49% 81.05%
Number of salaries quoted 52,648 25,381 44,449
10th Percentile £30,580 £28,500 £31,210
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 3 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 3 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 +7 7,967 £70,325 +0.46% 6,750
UK excluding London -3 5,223 £65,000 +8.33% 2,885
London +16 3,158 £85,000 -5.56% 4,457
Work from Home 0 2,834 £70,000 +16.67% 2,861
North of England +12 1,586 £65,500 +19.09% 684
South East -1 1,164 £60,000 +41.18% 867
Midlands -8 816 £56,350 -6.08% 345
North West +24 795 £67,500 +12.50% 432
South West +1 591 £62,500 +8.70% 328
Yorkshire +1 550 £65,000 +79.31% 177
West Midlands -5 530 £60,000 - 247
East of England +26 525 £60,000 -9.37% 275
East Midlands -17 285 £52,500 -16.00% 98
Scotland 0 259 £70,000 +7.69% 280
North East +2 241 £65,000 +126.74% 80
Wales +18 181 £65,000 +18.18% 54
Northern Ireland +2 128 £74,830 -14.48% 87

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
1 196 (2.19%) SharePoint
2 127 (1.42%) Apache Spark
3 125 (1.40%) Apache Airflow
4 88 (0.98%) Confluence
5 81 (0.90%) CMS
6 78 (0.87%) Apache
7 59 (0.66%) Jupyter
8 55 (0.61%) Microsoft Exchange
9 38 (0.42%) WordPress
10 31 (0.35%) SAS
11 25 (0.28%) Palantir Foundry
12 24 (0.27%) ArcGIS
13 9 (0.10%) Camunda
13 9 (0.10%) Sitecore CMS
14 8 (0.089%) OpenStack
15 7 (0.078%) Adobe Experience Manager
15 7 (0.078%) Headless CMS
16 6 (0.067%) Oracle SOA Suite
17 5 (0.056%) Apache Pig
17 5 (0.056%) nginx
Applications
1 923 (10.31%) Microsoft Excel
2 129 (1.44%) Chatbot
3 86 (0.96%) Microsoft Office
4 56 (0.63%) Microsoft PowerPoint
5 43 (0.48%) UserZoom
6 30 (0.34%) MS Visio
7 20 (0.22%) Spreadsheet
8 18 (0.20%) Adobe After Effects
8 18 (0.20%) Adobe Creative Suite
9 17 (0.19%) Adobe Illustrator
9 17 (0.19%) Photoshop
10 13 (0.15%) InDesign
11 9 (0.10%) Simulink
12 8 (0.089%) LaTeX
13 7 (0.078%) SPSS
14 6 (0.067%) Adobe Premiere
15 5 (0.056%) Camtasia
15 5 (0.056%) Microsoft Project
16 4 (0.045%) Sketch
16 4 (0.045%) Trello
Business Applications
1 71 (0.79%) Dynamics CRM
2 49 (0.55%) SAP S/4HANA
3 29 (0.32%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.23%) NetSuite
6 9 (0.10%) Payment Gateway
6 9 (0.10%) Shopify
7 8 (0.089%) Relativity
7 8 (0.089%) Sage 50
7 8 (0.089%) SAP MDG
8 7 (0.078%) Distributed Ledger
9 6 (0.067%) Dynamics NAV
10 5 (0.056%) Elite 3E
10 5 (0.056%) Oracle ERP
11 4 (0.045%) Carpe Diem
11 4 (0.045%) Dynamics AX
11 4 (0.045%) Sage 200
12 3 (0.034%) Magento
12 3 (0.034%) Salesforce CRM
12 3 (0.034%) SAP Business One
Cloud Services
1 2,954 (32.99%) Azure
2 1,532 (17.11%) AWS
3 1,446 (16.15%) Azure AI
4 1,440 (16.08%) Power Platform
5 646 (7.21%) SaaS
6 569 (6.35%) GCP
7 386 (4.31%) Microsoft 365
8 384 (4.29%) GitHub
9 310 (3.46%) Azure DevOps
10 294 (3.28%) Microsoft Copilot
11 283 (3.16%) Snowflake
12 270 (3.02%) Serverless
13 220 (2.46%) Anthropic Claude
14 199 (2.22%) Cloud Computing
15 190 (2.12%) Entra ID
16 187 (2.09%) GitHub Copilot
17 179 (2.00%) Power Automate
18 172 (1.92%) Adobe Analytics
19 148 (1.65%) Azure Synapse Analytics
20 138 (1.54%) Amazon S3
Communications & Networking
1 322 (3.60%) Broadband
2 106 (1.18%) Internet
3 89 (0.99%) Firewall
4 85 (0.95%) Network Security
5 74 (0.83%) VPN
6 59 (0.66%) DNS
7 37 (0.41%) WAN
8 31 (0.35%) TCP/IP
9 28 (0.31%) VLAN
10 27 (0.30%) BGP
11 19 (0.21%) MQTT
11 19 (0.21%) OSPF
12 18 (0.20%) DHCP
12 18 (0.20%) HTTP
12 18 (0.20%) VoIP
13 15 (0.17%) CTI
13 15 (0.17%) Wireless
14 13 (0.15%) LAN
14 13 (0.15%) VXLAN
15 10 (0.11%) 5G
Database & Business Intelligence
1 1,192 (13.31%) Power BI
2 946 (10.57%) Tableau
3 280 (3.13%) MongoDB
4 246 (2.75%) Data Warehouse
5 228 (2.55%) SQL Server
6 207 (2.31%) PostgreSQL
7 198 (2.21%) Azure SQL Database
8 193 (2.16%) Data Lake
9 159 (1.78%) Metadata
10 140 (1.56%) NoSQL
11 116 (1.30%) Big Data
12 99 (1.11%) Relational Database
13 97 (1.08%) MySQL
14 85 (0.95%) BigQuery
15 69 (0.77%) Elasticsearch
16 60 (0.67%) Redis
17 57 (0.64%) Amazon Redshift
17 57 (0.64%) Looker
18 54 (0.60%) Delta Lake
19 50 (0.56%) Semantic Layer
Development Applications
1 296 (3.31%) Git
2 143 (1.60%) Claude Code
3 140 (1.56%) JIRA
4 109 (1.22%) Jenkins
5 91 (1.02%) GitLab
6 65 (0.73%) MLflow
7 60 (0.67%) Visual Studio Code
8 41 (0.46%) Selenium
9 31 (0.35%) JUnit
10 28 (0.31%) Postman
11 27 (0.30%) Snyk
12 26 (0.29%) IBM UrbanCode
13 24 (0.27%) Maven
14 21 (0.23%) Cypress.io
15 14 (0.16%) Mockito
16 13 (0.15%) Vite
17 12 (0.13%) Spock
18 11 (0.12%) Cucumber
18 11 (0.12%) JMeter
18 11 (0.12%) SpecFlow
General
1 2,909 (32.49%) Social Skills
2 1,824 (20.37%) Finance
3 870 (9.72%) Analytical Skills
4 677 (7.56%) Marketing
5 642 (7.17%) Inclusion and Diversity
6 481 (5.37%) Legal
7 444 (4.96%) Public Sector
8 441 (4.93%) Law
9 351 (3.92%) Games
10 343 (3.83%) Retail
11 337 (3.76%) Banking
12 215 (2.40%) Manufacturing
13 201 (2.24%) Influencing Skills
14 185 (2.07%) Organisational Skills
15 116 (1.30%) Presentation Skills
16 113 (1.26%) Advertising
16 113 (1.26%) Financial Institution
17 89 (0.99%) Telecoms
18 88 (0.98%) Legal Technology
19 72 (0.80%) Automotive
Job Titles
1 1,475 (16.47%) Senior
2 1,153 (12.88%) Analyst
3 951 (10.62%) Lead
4 877 (9.79%) Developer
5 862 (9.63%) Architect
6 849 (9.48%) Data Analyst
7 826 (9.22%) Junior
8 777 (8.68%) Junior Analyst
9 772 (8.62%) Junior Data Analyst
10 695 (7.76%) Artificial Intelligence Engineer
11 552 (6.16%) Software Engineer
12 364 (4.07%) Consultant
13 361 (4.03%) Data Engineer
14 344 (3.84%) Solutions Architect
15 234 (2.61%) Python Engineer
16 227 (2.54%) Data Scientist
17 215 (2.40%) Senior Manager
18 208 (2.32%) .NET Developer
19 192 (2.14%) Artificial Intelligence Architect
20 191 (2.13%) Data Architect
Libraries, Frameworks & Software Standards
1 493 (5.51%) React
2 442 (4.94%) .NET
3 247 (2.76%) Node.js
4 243 (2.71%) REST
5 239 (2.67%) CSS
6 230 (2.57%) HTML
7 219 (2.45%) LangChain
8 214 (2.39%) RESTful
9 205 (2.29%) ASP.NET
10 187 (2.09%) ASP.NET Core
11 184 (2.05%) Kafka
12 180 (2.01%) PyTorch
13 178 (1.99%) .NET Core
14 156 (1.74%) ML.NET
15 131 (1.46%) TensorFlow
16 128 (1.43%) scikit-learn
17 125 (1.40%) Blazor
17 125 (1.40%) FastAPI
18 122 (1.36%) Next.js
19 116 (1.30%) PySpark
Miscellaneous
1 614 (6.86%) Cloud Native
2 519 (5.80%) AI Agents
3 354 (3.95%) Onboarding
4 292 (3.26%) Social Media
5 286 (3.19%) Distributed Systems
6 270 (3.02%) Product Ownership
7 213 (2.38%) Algorithms
8 167 (1.87%) Self-Motivation
9 160 (1.79%) Management Information System
10 138 (1.54%) Robotics
11 137 (1.53%) Low-Code
12 135 (1.51%) Blog
13 127 (1.42%) Data Centre
14 115 (1.28%) Enterprise Software
15 98 (1.09%) Mobile App
16 96 (1.07%) Legacy Systems
17 91 (1.02%) Greenfield Project
18 87 (0.97%) Virtual Team
19 81 (0.90%) Cyber Threat
20 79 (0.88%) IoT
Operating Systems
1 204 (2.28%) Linux
2 194 (2.17%) Windows
3 72 (0.80%) Android
4 64 (0.71%) Windows Server
5 47 (0.52%) Apple iOS
6 23 (0.26%) VMS
7 16 (0.18%) Mac OS
8 15 (0.17%) Unix
9 14 (0.16%) Ubuntu
10 6 (0.067%) Debian
11 5 (0.056%) Embedded Linux
11 5 (0.056%) Kali Linux
12 3 (0.034%) Gentoo
12 3 (0.034%) Red Hat Enterprise Linux
12 3 (0.034%) Windows Server 2019
13 2 (0.022%) Solaris
13 2 (0.022%) Windows 10
13 2 (0.022%) Windows Server 2016
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
Processes & Methodologies
1 1,899 (21.21%) Machine Learning
2 1,867 (20.85%) Analytics
3 1,537 (17.17%) Agile
4 1,374 (15.35%) Business Intelligence
5 1,299 (14.51%) Roadmaps
6 1,254 (14.00%) Software Engineering
7 1,253 (13.99%) CI/CD
8 1,075 (12.01%) Problem-Solving
9 1,044 (11.66%) Continuous Improvement
10 1,024 (11.44%) Decision-Making
11 988 (11.03%) LLM
12 940 (10.50%) Mentoring
13 896 (10.01%) DevOps
14 775 (8.66%) Generative AI
15 750 (8.38%) Data Science
16 716 (8.00%) Full-Stack Development
17 667 (7.45%) Stakeholder Management
18 587 (6.56%) Data Engineering
19 558 (6.23%) Data Modelling
20 541 (6.04%) Cybersecurity
Programming Languages
1 3,078 (34.38%) Python
2 1,921 (21.45%) SQL
3 524 (5.85%) JavaScript
4 519 (5.80%) C#
5 420 (4.69%) TypeScript
6 389 (4.34%) Java
7 181 (2.02%) C++
8 134 (1.50%) PowerShell
9 102 (1.14%) Bash
10 95 (1.06%) Go
11 72 (0.80%) Bicep
12 66 (0.74%) PHP
13 63 (0.70%) C
14 54 (0.60%) Scala
15 53 (0.59%) R
16 49 (0.55%) Rust
17 46 (0.51%) Kotlin
18 44 (0.49%) Ruby
19 36 (0.40%) Data Analysis Expressions
20 27 (0.30%) Kusto Query Language
Qualifications
1 1,202 (13.42%) Azure Certification
2 919 (10.26%) Degree
3 571 (6.38%) Security Cleared
4 331 (3.70%) SC Cleared
5 238 (2.66%) Computer Science Degree
6 186 (2.08%) AWS Certification
7 173 (1.93%) Master's Degree
8 166 (1.85%) DV Cleared
9 122 (1.36%) CISSP
10 108 (1.21%) PhD
11 91 (1.02%) ACCA
12 89 (0.99%) CISM
13 76 (0.85%) Microsoft Certification
14 73 (0.82%) CIMA
15 70 (0.78%) DBS Check
16 66 (0.74%) AWS Certified Solutions Architect
17 58 (0.65%) A+ Certification
17 58 (0.65%) Network+ Certification
18 57 (0.64%) AWS Certified Cloud Practitioner
19 43 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 452 (5.05%) Data Quality
2 428 (4.78%) Accessibility
3 291 (3.25%) QA
4 261 (2.91%) GDPR
5 136 (1.52%) ISO/IEC 27001
6 102 (1.14%) GRC
7 96 (1.07%) NIST
8 83 (0.93%) WCAG
9 75 (0.84%) SLA
10 51 (0.57%) California Consumer Privacy Act
11 46 (0.51%) Cyber Essentials
12 36 (0.40%) PMO
13 32 (0.36%) IFRS
14 31 (0.35%) PCI DSS
15 25 (0.28%) EU AI Act
16 24 (0.27%) Cyber Essentials PLUS
17 22 (0.25%) HIPAA
17 22 (0.25%) NCSC
17 22 (0.25%) SOC 2
18 18 (0.20%) ISO/IEC 42001
System Software
1 506 (5.65%) Docker
2 156 (1.74%) Active Directory
3 99 (1.11%) Virtual Machines
4 38 (0.42%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.22%) Virtual Desktop
7 18 (0.20%) vSphere
8 13 (0.15%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.089%) Ceph
11 6 (0.067%) IAG
12 3 (0.034%) VMware NSX
13 2 (0.022%) Slurm Workload Manager
14 1 (0.011%) Apache Flume
14 1 (0.011%) ProxySG
14 1 (0.011%) VMware ESXi
Systems Management
1 510 (5.70%) Kubernetes
2 399 (4.46%) Terraform
3 128 (1.43%) Microsoft Intune
4 71 (0.79%) Ansible
5 65 (0.73%) Grafana
6 58 (0.65%) Prometheus
7 22 (0.25%) Puppet
8 20 (0.22%) Argo
9 18 (0.20%) Podman
9 18 (0.20%) Single Sign-On
10 17 (0.19%) Kubeflow
11 12 (0.13%) Progress Chef
12 11 (0.12%) Istio
13 7 (0.078%) Check_MK
13 7 (0.078%) Nagios
14 6 (0.067%) Control-M
14 6 (0.067%) Hadoop YARN
15 5 (0.056%) Autotask
15 5 (0.056%) Microsoft Clustering
15 5 (0.056%) Proxmox
Vendors
1 2,244 (25.06%) Microsoft
2 410 (4.58%) Databricks
3 325 (3.63%) Google
4 248 (2.77%) Adobe
5 239 (2.67%) OpenAI
6 148 (1.65%) Salesforce
7 137 (1.53%) Dell
8 120 (1.34%) Oracle
9 117 (1.31%) SAP
10 115 (1.28%) Cisco
11 106 (1.18%) ServiceNow
12 88 (0.98%) Foundry
13 67 (0.75%) HubSpot
14 60 (0.67%) CyberArk
15 59 (0.66%) Apple
16 52 (0.58%) Facebook
17 51 (0.57%) Informatica
18 45 (0.50%) VMware
19 43 (0.48%) Palo Alto
19 43 (0.48%) Sage