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

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 44
Rank change year-on-year +6 +31 +59
Permanent jobs citing AI 8,851 4,927 4,074
As % of all permanent jobs in the UK 8.60% 9.97% 4.68%
As % of the Processes & Methodologies category 11.68% 11.12% 5.76%
Number of salaries quoted 4,877 1,541 1,801
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £54,000
Median annual salary (50th Percentile) £70,752 £67,500 £70,000
Median % change year-on-year +4.82% -3.57% -6.67%
75th Percentile £95,000 £97,500 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £63,750 £60,000 £65,000
% change year-on-year +6.25% -7.69% -6.40%

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 75,768 44,292 70,756
As % of all permanent jobs advertised in the UK 73.64% 89.63% 81.31%
Number of salaries quoted 52,326 25,118 47,262
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 £73,886
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 31 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 31 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 7,880 £70,500 +0.71% 5,518
UK excluding London -3 5,159 £63,750 +6.25% 2,317
London +15 3,122 £85,000 -5.56% 3,718
Work from Home 0 2,810 £70,000 +16.67% 2,026
North of England +12 1,565 £65,500 +19.09% 550
South East -1 1,155 £60,000 +41.18% 750
Midlands -9 803 £57,250 -4.58% 280
North West +25 790 £67,500 +12.50% 338
South West +6 590 £62,500 +4.17% 270
Yorkshire +1 545 £65,000 +85.71% 147
West Midlands -5 519 £60,000 - 186
East of England +27 518 £60,000 -9.37% 229
East Midlands -16 283 £52,500 -16.00% 94
Scotland -1 252 £70,000 +7.69% 171
North East 0 230 £65,000 +106.35% 70
Wales +17 177 £65,000 +18.18% 46
Northern Ireland +8 126 £74,830 -14.48% 52

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 (2.21%) SharePoint
2 126 (1.42%) Apache Spark
3 123 (1.39%) Apache Airflow
4 85 (0.96%) Confluence
5 79 (0.89%) CMS
6 77 (0.87%) Apache
7 60 (0.68%) Jupyter
8 56 (0.63%) Microsoft Exchange
9 37 (0.42%) WordPress
10 30 (0.34%) SAS
11 26 (0.29%) Palantir Foundry
12 24 (0.27%) ArcGIS
13 9 (0.10%) Camunda
13 9 (0.10%) Sitecore CMS
14 8 (0.090%) OpenStack
15 7 (0.079%) Adobe Experience Manager
15 7 (0.079%) Headless CMS
16 5 (0.056%) Apache Pig
16 5 (0.056%) nginx
16 5 (0.056%) Oracle SOA Suite
Applications
1 916 (10.35%) Microsoft Excel
2 129 (1.46%) Chatbot
3 82 (0.93%) Microsoft Office
4 54 (0.61%) Microsoft PowerPoint
5 44 (0.50%) UserZoom
6 28 (0.32%) 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 (0.090%) LaTeX
13 6 (0.068%) Adobe Premiere
13 6 (0.068%) SPSS
14 5 (0.056%) Camtasia
14 5 (0.056%) Microsoft Project
15 4 (0.045%) Sketch
15 4 (0.045%) Trello
Business Applications
1 72 (0.81%) Dynamics CRM
2 50 (0.56%) SAP S/4HANA
3 29 (0.33%) Dynamics GP
4 24 (0.27%) Cloudability
5 21 (0.24%) NetSuite
6 9 (0.10%) Payment Gateway
6 9 (0.10%) SAP MDG
7 8 (0.090%) Distributed Ledger
7 8 (0.090%) Sage 50
7 8 (0.090%) Shopify
8 7 (0.079%) Relativity
9 6 (0.068%) 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%) Oracle EBS
12 3 (0.034%) Q-Pulse
12 3 (0.034%) Salesforce CRM
Cloud Services
1 2,936 (33.17%) Azure
2 1,505 (17.00%) AWS
3 1,446 (16.34%) Azure AI
4 1,436 (16.22%) Power Platform
5 641 (7.24%) SaaS
6 554 (6.26%) GCP
7 392 (4.43%) Microsoft 365
8 378 (4.27%) GitHub
9 308 (3.48%) Azure DevOps
10 292 (3.30%) Microsoft Copilot
11 279 (3.15%) Snowflake
12 267 (3.02%) Serverless
13 217 (2.45%) Anthropic Claude
14 200 (2.26%) Cloud Computing
15 190 (2.15%) Entra ID
16 183 (2.07%) GitHub Copilot
17 176 (1.99%) Power Automate
18 173 (1.95%) Adobe Analytics
19 147 (1.66%) Azure Synapse Analytics
20 139 (1.57%) Amazon S3
Communications & Networking
1 323 (3.65%) Broadband
2 106 (1.20%) Internet
3 88 (0.99%) Firewall
4 77 (0.87%) Network Security
5 74 (0.84%) VPN
6 57 (0.64%) DNS
7 36 (0.41%) WAN
8 28 (0.32%) TCP/IP
8 28 (0.32%) VLAN
9 26 (0.29%) BGP
10 19 (0.21%) HTTP
10 19 (0.21%) VoIP
11 18 (0.20%) DHCP
11 18 (0.20%) MQTT
11 18 (0.20%) OSPF
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 1,187 (13.41%) Power BI
2 943 (10.65%) Tableau
3 280 (3.16%) MongoDB
4 246 (2.78%) Data Warehouse
5 229 (2.59%) SQL Server
6 204 (2.30%) PostgreSQL
7 198 (2.24%) Azure SQL Database
8 190 (2.15%) Data Lake
9 158 (1.79%) Metadata
10 139 (1.57%) NoSQL
11 113 (1.28%) Big Data
12 99 (1.12%) Relational Database
13 97 (1.10%) MySQL
14 84 (0.95%) BigQuery
15 69 (0.78%) Elasticsearch
16 60 (0.68%) Redis
17 57 (0.64%) Looker
18 56 (0.63%) Amazon Redshift
19 53 (0.60%) Delta Lake
20 50 (0.56%) Semantic Layer
Development Applications
1 289 (3.27%) Git
2 142 (1.60%) Claude Code
3 136 (1.54%) JIRA
4 106 (1.20%) Jenkins
5 90 (1.02%) GitLab
6 65 (0.73%) MLflow
7 60 (0.68%) Visual Studio Code
8 40 (0.45%) Selenium
9 29 (0.33%) JUnit
10 27 (0.31%) Postman
10 27 (0.31%) Snyk
11 26 (0.29%) IBM UrbanCode
12 23 (0.26%) Maven
13 20 (0.23%) Cypress.io
14 13 (0.15%) Mockito
14 13 (0.15%) Vite
15 12 (0.14%) Spock
16 11 (0.12%) Cucumber
16 11 (0.12%) JMeter
16 11 (0.12%) SpecFlow
General
1 2,873 (32.46%) Social Skills
2 1,789 (20.21%) Finance
3 848 (9.58%) Analytical Skills
4 659 (7.45%) Marketing
5 610 (6.89%) Inclusion and Diversity
6 472 (5.33%) Legal
7 438 (4.95%) Public Sector
8 423 (4.78%) Law
9 351 (3.97%) Games
10 342 (3.86%) Retail
11 332 (3.75%) Banking
12 212 (2.40%) Manufacturing
13 201 (2.27%) Influencing Skills
14 179 (2.02%) Organisational Skills
15 115 (1.30%) Presentation Skills
16 112 (1.27%) Advertising
17 108 (1.22%) Financial Institution
18 87 (0.98%) Telecoms
19 84 (0.95%) Legal Technology
20 73 (0.82%) Automotive
Job Titles
1 1,449 (16.37%) Senior
2 1,152 (13.02%) Analyst
3 936 (10.58%) Lead
4 871 (9.84%) Developer
5 857 (9.68%) Architect
6 850 (9.60%) Data Analyst
7 823 (9.30%) Junior
8 777 (8.78%) Junior Analyst
9 772 (8.72%) Junior Data Analyst
10 688 (7.77%) Artificial Intelligence Engineer
11 535 (6.04%) Software Engineer
12 362 (4.09%) Consultant
13 349 (3.94%) Data Engineer
14 346 (3.91%) Solutions Architect
15 235 (2.66%) Python Engineer
16 220 (2.49%) Data Scientist
17 209 (2.36%) Senior Manager
18 207 (2.34%) .NET Developer
19 193 (2.18%) Artificial Intelligence Architect
20 187 (2.11%) Data Architect
Libraries, Frameworks & Software Standards
1 489 (5.52%) React
2 443 (5.01%) .NET
3 244 (2.76%) Node.js
4 238 (2.69%) CSS
5 233 (2.63%) REST
6 229 (2.59%) HTML
7 214 (2.42%) LangChain
8 213 (2.41%) RESTful
9 204 (2.30%) ASP.NET
10 187 (2.11%) ASP.NET Core
11 180 (2.03%) Kafka
12 177 (2.00%) .NET Core
12 177 (2.00%) PyTorch
13 156 (1.76%) ML.NET
14 129 (1.46%) TensorFlow
15 127 (1.43%) scikit-learn
16 125 (1.41%) Blazor
16 125 (1.41%) FastAPI
17 122 (1.38%) Next.js
18 115 (1.30%) PySpark
Miscellaneous
1 604 (6.82%) Cloud Native
2 507 (5.73%) AI Agents
3 343 (3.88%) Onboarding
4 293 (3.31%) Social Media
5 285 (3.22%) Distributed Systems
6 266 (3.01%) Product Ownership
7 211 (2.38%) Algorithms
8 163 (1.84%) Self-Motivation
9 160 (1.81%) Management Information System
10 140 (1.58%) Robotics
11 138 (1.56%) Low-Code
12 132 (1.49%) Blog
13 120 (1.36%) Data Centre
14 115 (1.30%) Enterprise Software
15 98 (1.11%) Mobile App
16 94 (1.06%) Legacy Systems
17 91 (1.03%) Greenfield Project
18 87 (0.98%) Virtual Team
19 78 (0.88%) IoT
20 76 (0.86%) Security Posture
Operating Systems
1 202 (2.28%) Linux
2 196 (2.21%) Windows
3 70 (0.79%) Android
4 64 (0.72%) Windows Server
5 45 (0.51%) Apple iOS
6 23 (0.26%) VMS
7 15 (0.17%) Mac OS
7 15 (0.17%) Unix
8 14 (0.16%) Ubuntu
9 6 (0.068%) Debian
10 5 (0.056%) 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 1,865 (21.07%) Machine Learning
2 1,837 (20.75%) Analytics
3 1,512 (17.08%) Agile
4 1,366 (15.43%) Business Intelligence
5 1,284 (14.51%) Roadmaps
6 1,227 (13.86%) CI/CD
7 1,226 (13.85%) Software Engineering
8 1,048 (11.84%) Problem-Solving
9 1,031 (11.65%) Continuous Improvement
10 1,005 (11.35%) Decision-Making
11 974 (11.00%) LLM
12 920 (10.39%) Mentoring
13 889 (10.04%) DevOps
14 763 (8.62%) Generative AI
15 725 (8.19%) Data Science
16 715 (8.08%) Full-Stack Development
17 649 (7.33%) Stakeholder Management
18 577 (6.52%) Data Engineering
19 547 (6.18%) Data Modelling
20 529 (5.98%) Cybersecurity
Programming Languages
1 3,058 (34.55%) Python
2 1,901 (21.48%) SQL
3 520 (5.88%) C#
4 515 (5.82%) JavaScript
5 415 (4.69%) TypeScript
6 379 (4.28%) Java
7 177 (2.00%) C++
8 135 (1.53%) PowerShell
9 102 (1.15%) Bash
10 94 (1.06%) Go
11 73 (0.82%) Bicep
12 65 (0.73%) PHP
13 64 (0.72%) C
14 53 (0.60%) R
15 52 (0.59%) Scala
16 48 (0.54%) Rust
17 45 (0.51%) Kotlin
18 44 (0.50%) Ruby
19 35 (0.40%) Data Analysis Expressions
20 27 (0.31%) Kusto Query Language
Qualifications
1 1,200 (13.56%) Azure Certification
2 902 (10.19%) Degree
3 554 (6.26%) Security Cleared
4 323 (3.65%) SC Cleared
5 232 (2.62%) Computer Science Degree
6 183 (2.07%) AWS Certification
7 170 (1.92%) Master's Degree
8 161 (1.82%) DV Cleared
9 119 (1.34%) CISSP
10 107 (1.21%) PhD
11 92 (1.04%) ACCA
12 85 (0.96%) CISM
13 75 (0.85%) Microsoft Certification
14 73 (0.82%) CIMA
15 72 (0.81%) DBS Check
16 66 (0.75%) AWS Certified Solutions Architect
17 57 (0.64%) AWS Certified Cloud Practitioner
18 55 (0.62%) A+ Certification
18 55 (0.62%) Network+ Certification
19 42 (0.47%) Cisco Certification
Quality Assurance & Compliance
1 446 (5.04%) Data Quality
2 427 (4.82%) Accessibility
3 284 (3.21%) QA
4 259 (2.93%) GDPR
5 136 (1.54%) ISO/IEC 27001
6 100 (1.13%) GRC
7 93 (1.05%) NIST
8 83 (0.94%) WCAG
9 74 (0.84%) SLA
10 51 (0.58%) California Consumer Privacy Act
11 47 (0.53%) Cyber Essentials
12 36 (0.41%) PMO
13 33 (0.37%) IFRS
14 32 (0.36%) 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%) SOC 2
18 18 (0.20%) ISO/IEC 42001
18 18 (0.20%) NCSC
System Software
1 496 (5.60%) Docker
2 155 (1.75%) Active Directory
3 99 (1.12%) Virtual Machines
4 37 (0.42%) VMware Infrastructure
5 22 (0.25%) Firmware
6 20 (0.23%) Virtual Desktop
7 18 (0.20%) vSphere
8 13 (0.15%) Hyper-V
9 11 (0.12%) Embedded Firmware
10 8 (0.090%) Ceph
11 6 (0.068%) IAG
12 2 (0.023%) Slurm Workload Manager
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%) VMware ESXi
Systems Management
1 502 (5.67%) Kubernetes
2 396 (4.47%) Terraform
3 126 (1.42%) Microsoft Intune
4 69 (0.78%) Ansible
5 65 (0.73%) Grafana
6 58 (0.66%) Prometheus
7 21 (0.24%) Argo
7 21 (0.24%) Puppet
8 19 (0.21%) 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 (0.056%) Autotask
14 5 (0.056%) Microsoft Clustering
14 5 (0.056%) Proxmox
Vendors
1 2,238 (25.29%) Microsoft
2 404 (4.56%) Databricks
3 320 (3.62%) Google
4 249 (2.81%) Adobe
5 236 (2.67%) OpenAI
6 146 (1.65%) Salesforce
7 137 (1.55%) Dell
8 118 (1.33%) Oracle
9 117 (1.32%) SAP
10 114 (1.29%) Cisco
11 107 (1.21%) ServiceNow
12 89 (1.01%) Foundry
13 65 (0.73%) HubSpot
14 57 (0.64%) Apple
14 57 (0.64%) CyberArk
15 50 (0.56%) Facebook
15 50 (0.56%) Informatica
16 44 (0.50%) VMware
17 42 (0.47%) Palo Alto
17 42 (0.47%) Sage