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 30 July 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 44
Rank change year-on-year +6 +31 +62
Permanent jobs citing AI 8,829 4,921 4,078
As % of all permanent jobs in the UK 8.62% 9.97% 4.68%
As % of the Processes & Methodologies category 11.71% 11.13% 5.76%
Number of salaries quoted 4,830 1,531 1,803
10th Percentile £40,000 £25,313 £40,250
25th Percentile £51,250 £46,000 £53,818
Median annual salary (50th Percentile) £71,121 £67,500 £70,000
Median % change year-on-year +5.36% -3.57% -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,125 £117,500 £115,000
UK excluding London median annual salary £65,000 £60,000 £64,550
% change year-on-year +8.33% -7.05% -6.75%

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 75,424 44,229 70,800
As % of all permanent jobs advertised in the UK 73.68% 89.64% 81.30%
Number of salaries quoted 51,991 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
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 £73,750
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 30 July 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 30 July 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 +8 7,857 £70,752 +1.07% 5,310
UK excluding London -3 5,170 £65,000 +8.33% 2,332
London +15 3,093 £85,000 -5.56% 3,506
Work from Home 0 2,791 £70,000 +16.67% 2,018
North of England +11 1,570 £65,500 +19.09% 585
South East -1 1,152 £60,000 +37.14% 733
Midlands -9 809 £57,500 -4.17% 273
North West +27 785 £68,750 +14.58% 361
South West +4 588 £62,500 +4.17% 272
Yorkshire +1 554 £65,000 +85.71% 150
West Midlands -5 520 £60,000 - 178
East of England +25 519 £60,000 -9.37% 228
East Midlands -15 288 £52,500 -16.00% 95
Scotland -1 255 £70,000 +7.69% 166
North East +1 231 £65,000 +106.35% 79
Wales +16 178 £65,000 +18.18% 59
Northern Ireland +7 127 £74,830 -14.48% 49

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
1 192 (2.17%) SharePoint
2 122 (1.38%) Apache Airflow
2 122 (1.38%) Apache Spark
3 83 (0.94%) Confluence
4 78 (0.88%) CMS
5 73 (0.83%) Apache
6 61 (0.69%) Jupyter
7 54 (0.61%) Microsoft Exchange
8 37 (0.42%) WordPress
9 30 (0.34%) SAS
10 26 (0.29%) Palantir Foundry
11 24 (0.27%) ArcGIS
12 9 (0.10%) Camunda
12 9 (0.10%) Sitecore CMS
13 8 (0.091%) OpenStack
14 7 (0.079%) Adobe Experience Manager
14 7 (0.079%) Headless CMS
15 5 (0.057%) Apache Pig
15 5 (0.057%) Oracle SOA Suite
15 5 (0.057%) Oracle Workflow
Applications
1 968 (10.96%) Microsoft Excel
2 131 (1.48%) Chatbot
3 80 (0.91%) Microsoft Office
4 52 (0.59%) Microsoft PowerPoint
5 44 (0.50%) UserZoom
6 27 (0.31%) MS Visio
7 20 (0.23%) 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 (0.091%) LaTeX
13 6 (0.068%) Adobe Premiere
13 6 (0.068%) SPSS
14 5 (0.057%) Camtasia
14 5 (0.057%) Microsoft Project
15 4 (0.045%) CapCut
15 4 (0.045%) Sketch
Business Applications
1 71 (0.80%) Dynamics CRM
2 50 (0.57%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.24%) NetSuite
6 9 (0.10%) SAP MDG
7 8 (0.091%) Distributed Ledger
7 8 (0.091%) Payment Gateway
7 8 (0.091%) Sage 50
8 7 (0.079%) Relativity
9 6 (0.068%) Dynamics NAV
9 6 (0.068%) Shopify
10 5 (0.057%) Elite 3E
10 5 (0.057%) Oracle ERP
11 4 (0.045%) Carpe Diem
11 4 (0.045%) Dynamics AX
11 4 (0.045%) Sage 200
12 3 (0.034%) Oracle EBS
12 3 (0.034%) Q-Pulse
12 3 (0.034%) Salesforce CRM
Cloud Services
1 2,981 (33.76%) Azure
2 1,500 (16.99%) Azure AI
3 1,492 (16.90%) AWS
4 1,482 (16.79%) Power Platform
5 637 (7.21%) SaaS
6 549 (6.22%) GCP
7 387 (4.38%) Microsoft 365
8 375 (4.25%) GitHub
9 305 (3.45%) Azure DevOps
10 288 (3.26%) Microsoft Copilot
11 275 (3.11%) Snowflake
12 265 (3.00%) Serverless
13 216 (2.45%) Anthropic Claude
14 202 (2.29%) Cloud Computing
15 186 (2.11%) Entra ID
16 180 (2.04%) GitHub Copilot
17 173 (1.96%) Adobe Analytics
17 173 (1.96%) Power Automate
18 146 (1.65%) Azure Synapse Analytics
19 137 (1.55%) Amazon S3
Communications & Networking
1 323 (3.66%) Broadband
2 106 (1.20%) Internet
3 88 (1.00%) Firewall
4 76 (0.86%) Network Security
4 76 (0.86%) VPN
5 55 (0.62%) DNS
6 36 (0.41%) WAN
7 27 (0.31%) TCP/IP
7 27 (0.31%) VLAN
8 26 (0.29%) BGP
9 19 (0.22%) HTTP
9 19 (0.22%) VoIP
10 18 (0.20%) MQTT
10 18 (0.20%) OSPF
11 17 (0.19%) DHCP
12 15 (0.17%) CTI
12 15 (0.17%) Wireless
13 13 (0.15%) VXLAN
14 12 (0.14%) LAN
15 10 (0.11%) SMS
Database & Business Intelligence
1 1,234 (13.98%) Power BI
2 997 (11.29%) Tableau
3 278 (3.15%) MongoDB
4 243 (2.75%) Data Warehouse
5 230 (2.61%) SQL Server
6 202 (2.29%) PostgreSQL
7 195 (2.21%) Azure SQL Database
8 188 (2.13%) Data Lake
9 155 (1.76%) Metadata
10 137 (1.55%) NoSQL
11 112 (1.27%) Big Data
12 99 (1.12%) Relational Database
13 97 (1.10%) MySQL
14 83 (0.94%) BigQuery
15 69 (0.78%) Elasticsearch
16 60 (0.68%) Redis
17 55 (0.62%) Amazon Redshift
17 55 (0.62%) Looker
18 52 (0.59%) Delta Lake
19 50 (0.57%) Semantic Layer
Development Applications
1 287 (3.25%) Git
2 141 (1.60%) Claude Code
3 131 (1.48%) JIRA
4 105 (1.19%) Jenkins
5 87 (0.99%) GitLab
6 66 (0.75%) MLflow
7 61 (0.69%) Visual Studio Code
8 40 (0.45%) Selenium
9 27 (0.31%) JUnit
10 26 (0.29%) IBM UrbanCode
10 26 (0.29%) Postman
10 26 (0.29%) Snyk
11 22 (0.25%) Maven
12 19 (0.22%) Cypress.io
13 13 (0.15%) Mockito
13 13 (0.15%) Vite
14 12 (0.14%) SpecFlow
15 11 (0.12%) Cucumber
15 11 (0.12%) JMeter
16 10 (0.11%) Spock
General
1 2,903 (32.88%) Social Skills
2 1,767 (20.01%) Finance
3 834 (9.45%) Analytical Skills
4 641 (7.26%) Marketing
5 602 (6.82%) Inclusion and Diversity
6 466 (5.28%) Legal
7 434 (4.92%) Public Sector
8 418 (4.73%) Law
9 348 (3.94%) Games
10 340 (3.85%) Retail
11 334 (3.78%) Banking
12 211 (2.39%) Manufacturing
13 195 (2.21%) Influencing Skills
14 178 (2.02%) Organisational Skills
15 110 (1.25%) Advertising
15 110 (1.25%) Presentation Skills
16 106 (1.20%) Financial Institution
17 88 (1.00%) Telecoms
18 85 (0.96%) Legal Technology
19 74 (0.84%) Automotive
Job Titles
1 1,438 (16.29%) Senior
2 1,200 (13.59%) Analyst
3 931 (10.54%) Lead
4 902 (10.22%) Data Analyst
5 877 (9.93%) Junior
6 865 (9.80%) Developer
7 853 (9.66%) Architect
8 832 (9.42%) Junior Analyst
9 827 (9.37%) Junior Data Analyst
10 686 (7.77%) Artificial Intelligence Engineer
11 534 (6.05%) Software Engineer
12 359 (4.07%) Consultant
13 345 (3.91%) Solutions Architect
14 343 (3.88%) Data Engineer
15 233 (2.64%) Python Engineer
16 219 (2.48%) Data Scientist
17 205 (2.32%) .NET Developer
17 205 (2.32%) Senior Manager
18 191 (2.16%) Artificial Intelligence Architect
19 186 (2.11%) Data Architect
Libraries, Frameworks & Software Standards
1 480 (5.44%) React
2 443 (5.02%) .NET
3 242 (2.74%) Node.js
4 238 (2.70%) CSS
5 232 (2.63%) REST
6 229 (2.59%) HTML
7 212 (2.40%) LangChain
7 212 (2.40%) RESTful
8 202 (2.29%) ASP.NET
9 185 (2.10%) ASP.NET Core
10 179 (2.03%) Kafka
11 178 (2.02%) PyTorch
12 174 (1.97%) .NET Core
13 154 (1.74%) ML.NET
14 130 (1.47%) scikit-learn
14 130 (1.47%) TensorFlow
15 126 (1.43%) FastAPI
16 123 (1.39%) Blazor
17 117 (1.33%) Next.js
18 115 (1.30%) PySpark
Miscellaneous
1 603 (6.83%) Cloud Native
2 494 (5.60%) AI Agents
3 337 (3.82%) Onboarding
4 288 (3.26%) Social Media
5 282 (3.19%) Distributed Systems
6 265 (3.00%) Product Ownership
7 207 (2.34%) Algorithms
8 161 (1.82%) Self-Motivation
9 158 (1.79%) Management Information System
10 138 (1.56%) Low-Code
10 138 (1.56%) Robotics
11 127 (1.44%) Blog
12 120 (1.36%) Data Centre
13 111 (1.26%) Enterprise Software
14 96 (1.09%) Mobile App
15 95 (1.08%) Legacy Systems
16 91 (1.03%) Greenfield Project
17 87 (0.99%) Virtual Team
18 78 (0.88%) IoT
19 76 (0.86%) Security Posture
Operating Systems
1 199 (2.25%) Linux
2 194 (2.20%) Windows
3 70 (0.79%) Android
4 62 (0.70%) Windows Server
5 45 (0.51%) Apple iOS
6 22 (0.25%) VMS
7 15 (0.17%) Mac OS
8 14 (0.16%) Unix
9 12 (0.14%) Ubuntu
10 5 (0.057%) Debian
10 5 (0.057%) Kali Linux
11 4 (0.045%) Embedded Linux
12 3 (0.034%) Gentoo
12 3 (0.034%) Windows Server 2019
13 2 (0.023%) Red Hat Enterprise Linux
13 2 (0.023%) Solaris
13 2 (0.023%) Windows 10
13 2 (0.023%) Windows Server 2016
14 1 (0.011%) AIX
14 1 (0.011%) Alpine Linux
Processes & Methodologies
1 1,844 (20.89%) Machine Learning
2 1,811 (20.51%) Analytics
3 1,498 (16.97%) Agile
4 1,411 (15.98%) Business Intelligence
5 1,270 (14.38%) Roadmaps
6 1,217 (13.78%) CI/CD
7 1,213 (13.74%) Software Engineering
8 1,036 (11.73%) Problem-Solving
9 1,013 (11.47%) Continuous Improvement
10 992 (11.24%) Decision-Making
11 968 (10.96%) LLM
12 914 (10.35%) Mentoring
13 879 (9.96%) DevOps
14 758 (8.59%) Generative AI
15 716 (8.11%) Data Science
16 706 (8.00%) Full-Stack Development
17 638 (7.23%) Stakeholder Management
18 574 (6.50%) Data Engineering
19 546 (6.18%) Data Modelling
20 529 (5.99%) Artificial Intelligence Engineering
Programming Languages
1 3,103 (35.15%) Python
2 1,945 (22.03%) SQL
3 519 (5.88%) C#
4 514 (5.82%) JavaScript
5 407 (4.61%) TypeScript
6 377 (4.27%) Java
7 176 (1.99%) C++
8 132 (1.50%) PowerShell
9 101 (1.14%) Bash
10 95 (1.08%) Go
11 73 (0.83%) Bicep
12 64 (0.72%) PHP
13 63 (0.71%) C
14 51 (0.58%) R
14 51 (0.58%) Scala
15 47 (0.53%) Rust
16 45 (0.51%) Kotlin
17 44 (0.50%) Ruby
18 35 (0.40%) Data Analysis Expressions
19 27 (0.31%) Kusto Query Language
Qualifications
1 1,255 (14.21%) Azure Certification
2 888 (10.06%) Degree
3 547 (6.20%) Security Cleared
4 317 (3.59%) SC Cleared
5 228 (2.58%) Computer Science Degree
6 186 (2.11%) AWS Certification
7 165 (1.87%) Master's Degree
8 161 (1.82%) DV Cleared
9 117 (1.33%) CISSP
10 105 (1.19%) PhD
11 92 (1.04%) ACCA
12 83 (0.94%) CISM
13 73 (0.83%) CIMA
14 72 (0.82%) DBS Check
14 72 (0.82%) Microsoft Certification
15 66 (0.75%) AWS Certified Solutions Architect
16 59 (0.67%) AWS Certified Cloud Practitioner
17 55 (0.62%) A+ Certification
17 55 (0.62%) Network+ Certification
18 42 (0.48%) Cisco Certification
Quality Assurance & Compliance
1 438 (4.96%) Data Quality
2 424 (4.80%) Accessibility
3 284 (3.22%) QA
4 256 (2.90%) GDPR
5 131 (1.48%) ISO/IEC 27001
6 97 (1.10%) GRC
7 92 (1.04%) NIST
8 82 (0.93%) WCAG
9 71 (0.80%) SLA
10 51 (0.58%) California Consumer Privacy Act
11 45 (0.51%) Cyber Essentials
12 37 (0.42%) PMO
13 33 (0.37%) IFRS
14 31 (0.35%) PCI DSS
15 25 (0.28%) EU AI Act
16 23 (0.26%) Cyber Essentials PLUS
17 22 (0.25%) HIPAA
17 22 (0.25%) SOC 2
18 18 (0.20%) ISO/IEC 42001
18 18 (0.20%) NCSC
System Software
1 488 (5.53%) Docker
2 154 (1.74%) Active Directory
3 99 (1.12%) Virtual Machines
4 35 (0.40%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.23%) Virtual Desktop
7 18 (0.20%) vSphere
8 12 (0.14%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 7 (0.079%) Ceph
11 6 (0.068%) IAG
12 2 (0.023%) VMware NSX
13 1 (0.011%) Apache Flume
13 1 (0.011%) Kamailio
13 1 (0.011%) ProxySG
13 1 (0.011%) Slurm Workload Manager
13 1 (0.011%) VMware ESXi
Systems Management
1 502 (5.69%) Kubernetes
2 393 (4.45%) Terraform
3 124 (1.40%) Microsoft Intune
4 70 (0.79%) Ansible
5 64 (0.72%) Grafana
6 58 (0.66%) Prometheus
7 21 (0.24%) Argo
8 20 (0.23%) Puppet
8 20 (0.23%) Single Sign-On
9 17 (0.19%) Kubeflow
9 17 (0.19%) Podman
10 12 (0.14%) Progress Chef
11 11 (0.12%) Istio
12 7 (0.079%) Check_MK
12 7 (0.079%) Nagios
13 6 (0.068%) Control-M
13 6 (0.068%) Hadoop YARN
14 5 (0.057%) Autotask
14 5 (0.057%) Functional Safety
14 5 (0.057%) Proxmox
Vendors
1 2,277 (25.79%) Microsoft
2 402 (4.55%) Databricks
3 311 (3.52%) Google
4 247 (2.80%) Adobe
5 233 (2.64%) OpenAI
6 142 (1.61%) Salesforce
7 137 (1.55%) Dell
8 118 (1.34%) Oracle
9 115 (1.30%) SAP
10 113 (1.28%) Cisco
11 105 (1.19%) ServiceNow
12 89 (1.01%) Foundry
13 63 (0.71%) HubSpot
14 58 (0.66%) CyberArk
15 55 (0.62%) Apple
16 47 (0.53%) Informatica
17 45 (0.51%) Facebook
18 43 (0.49%) VMware
19 42 (0.48%) Palo Alto
19 42 (0.48%) Sage