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

6 months to
25 Jul 2026
Same period 2025 Same period 2024
Rank 7 13 45
Rank change year-on-year +6 +32 +61
Permanent jobs citing AI 8,624 4,939 4,161
As % of all permanent jobs in the UK 8.56% 10.05% 4.63%
As % of the Processes & Methodologies category 11.61% 11.19% 5.67%
Number of salaries quoted 4,717 1,565 1,857
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £53,750
Median annual salary (50th Percentile) £70,150 £66,295 £70,000
Median % change year-on-year +5.81% -5.29% -6.67%
75th Percentile £95,000 £96,250 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £63,500 £62,500 £63,500
% change year-on-year +1.60% -1.57% -5.93%

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 74,263 44,137 73,415
As % of all permanent jobs advertised in the UK 73.70% 89.84% 81.67%
Number of salaries quoted 51,228 24,998 49,763
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 £93,750
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 25 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 25 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 +7 7,683 £70,000 +3.70% 4,890
UK excluding London -4 5,057 £63,500 +1.60% 2,135
London +15 3,012 £85,000 -5.56% 3,234
Work from Home 0 2,746 £70,000 +7.03% 1,820
North of England +12 1,551 £66,250 +20.45% 572
South East -1 1,128 £60,000 +33.33% 683
Midlands -8 790 £56,000 -6.67% 234
North West +25 767 £70,000 +16.67% 356
South West +3 567 £62,500 +4.17% 240
Yorkshire +1 557 £65,000 +85.71% 154
East of England +22 510 £60,000 -9.37% 197
West Midlands -5 504 £60,000 - 153
East Midlands -17 285 £52,500 -16.00% 81
Scotland -2 246 £70,000 +7.69% 135
North East +1 227 £65,000 +106.35% 69
Wales +15 167 £65,000 +18.18% 58
Northern Ireland +5 127 £74,830 -14.48% 45

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
1 183 (2.12%) SharePoint
2 123 (1.43%) Apache Spark
3 118 (1.37%) Apache Airflow
4 80 (0.93%) Confluence
5 78 (0.90%) CMS
6 68 (0.79%) Apache
7 65 (0.75%) Jupyter
8 52 (0.60%) Microsoft Exchange
9 37 (0.43%) WordPress
10 29 (0.34%) SAS
11 24 (0.28%) ArcGIS
11 24 (0.28%) Palantir Foundry
12 9 (0.10%) Camunda
12 9 (0.10%) Sitecore CMS
13 7 (0.081%) Adobe Experience Manager
13 7 (0.081%) Headless CMS
14 5 (0.058%) Apache Pig
14 5 (0.058%) ColdFusion
14 5 (0.058%) OpenStack
14 5 (0.058%) Oracle Workflow
Applications
1 951 (11.03%) Microsoft Excel
2 135 (1.57%) Chatbot
3 73 (0.85%) Microsoft Office
4 49 (0.57%) Microsoft PowerPoint
5 44 (0.51%) UserZoom
6 26 (0.30%) MS Visio
7 21 (0.24%) Spreadsheet
8 18 (0.21%) Adobe After Effects
8 18 (0.21%) Adobe Creative Suite
9 17 (0.20%) Adobe Illustrator
9 17 (0.20%) Photoshop
10 13 (0.15%) InDesign
11 9 (0.10%) Simulink
12 8 (0.093%) LaTeX
13 6 (0.070%) Camtasia
14 5 (0.058%) Adobe Premiere
14 5 (0.058%) Microsoft Project
14 5 (0.058%) SPSS
15 4 (0.046%) CapCut
15 4 (0.046%) Sketch
Business Applications
1 68 (0.79%) Dynamics CRM
2 48 (0.56%) SAP S/4HANA
3 29 (0.34%) Dynamics GP
4 24 (0.28%) Cloudability
5 21 (0.24%) NetSuite
6 8 (0.093%) Payment Gateway
6 8 (0.093%) Sage 50
6 8 (0.093%) SAP MDG
7 7 (0.081%) Distributed Ledger
8 6 (0.070%) Relativity
9 5 (0.058%) Dynamics NAV
9 5 (0.058%) Elite 3E
9 5 (0.058%) Oracle ERP
10 4 (0.046%) Carpe Diem
10 4 (0.046%) Dynamics AX
10 4 (0.046%) Sage 200
10 4 (0.046%) Shopify
10 4 (0.046%) Workday HCM
11 3 (0.035%) Q-Pulse
11 3 (0.035%) Sparx Enterprise Architect
Cloud Services
1 2,931 (33.99%) Azure
2 1,496 (17.35%) Azure AI
3 1,452 (16.84%) AWS
4 1,446 (16.77%) Power Platform
5 616 (7.14%) SaaS
6 537 (6.23%) GCP
7 373 (4.33%) Microsoft 365
8 350 (4.06%) GitHub
9 298 (3.46%) Azure DevOps
10 279 (3.24%) Microsoft Copilot
11 263 (3.05%) Snowflake
12 256 (2.97%) Serverless
13 206 (2.39%) Cloud Computing
14 198 (2.30%) Anthropic Claude
15 189 (2.19%) Adobe Analytics
16 185 (2.15%) Entra ID
17 167 (1.94%) GitHub Copilot
18 162 (1.88%) Power Automate
19 144 (1.67%) Azure Synapse Analytics
20 132 (1.53%) Figma
Communications & Networking
1 350 (4.06%) Broadband
2 105 (1.22%) Internet
3 87 (1.01%) Firewall
4 76 (0.88%) Network Security
5 74 (0.86%) VPN
6 56 (0.65%) DNS
7 34 (0.39%) WAN
8 28 (0.32%) TCP/IP
9 27 (0.31%) VLAN
10 26 (0.30%) BGP
11 20 (0.23%) VoIP
12 19 (0.22%) DHCP
12 19 (0.22%) HTTP
13 18 (0.21%) MQTT
13 18 (0.21%) OSPF
14 15 (0.17%) CTI
14 15 (0.17%) Wireless
15 13 (0.15%) VXLAN
16 11 (0.13%) Intranet
16 11 (0.13%) Wireshark
Database & Business Intelligence
1 1,216 (14.10%) Power BI
2 989 (11.47%) Tableau
3 276 (3.20%) MongoDB
4 236 (2.74%) Data Warehouse
5 222 (2.57%) SQL Server
6 195 (2.26%) PostgreSQL
7 194 (2.25%) Azure SQL Database
8 184 (2.13%) Data Lake
9 148 (1.72%) Metadata
10 132 (1.53%) NoSQL
11 112 (1.30%) Big Data
12 96 (1.11%) MySQL
13 94 (1.09%) Relational Database
14 83 (0.96%) BigQuery
15 70 (0.81%) Elasticsearch
16 59 (0.68%) Redis
17 56 (0.65%) Looker
18 54 (0.63%) Amazon Redshift
19 50 (0.58%) Amazon RDS
20 48 (0.56%) Semantic Layer
Development Applications
1 274 (3.18%) Git
2 131 (1.52%) Claude Code
3 122 (1.41%) JIRA
4 103 (1.19%) Jenkins
5 83 (0.96%) GitLab
6 64 (0.74%) MLflow
6 64 (0.74%) Visual Studio Code
7 39 (0.45%) Selenium
8 27 (0.31%) Postman
9 26 (0.30%) IBM UrbanCode
9 26 (0.30%) JUnit
9 26 (0.30%) Snyk
10 21 (0.24%) Maven
11 19 (0.22%) Cypress.io
12 13 (0.15%) Vite
13 12 (0.14%) Mockito
13 12 (0.14%) SpecFlow
14 11 (0.13%) Cucumber
14 11 (0.13%) JMeter
15 10 (0.12%) Spock
General
1 2,834 (32.86%) Social Skills
2 1,668 (19.34%) Finance
3 787 (9.13%) Analytical Skills
4 617 (7.15%) Marketing
5 568 (6.59%) Inclusion and Diversity
6 448 (5.19%) Legal
7 420 (4.87%) Public Sector
8 385 (4.46%) Law
9 370 (4.29%) Games
10 331 (3.84%) Retail
11 307 (3.56%) Banking
12 205 (2.38%) Manufacturing
13 184 (2.13%) Influencing Skills
14 171 (1.98%) Organisational Skills
15 111 (1.29%) Advertising
16 106 (1.23%) Presentation Skills
17 96 (1.11%) Financial Institution
18 87 (1.01%) Telecoms
19 81 (0.94%) Legal Technology
20 74 (0.86%) Automotive
Job Titles
1 1,394 (16.16%) Senior
2 1,190 (13.80%) Analyst
3 925 (10.73%) Lead
4 902 (10.46%) Data Analyst
5 873 (10.12%) Junior
6 849 (9.84%) Developer
7 832 (9.65%) Junior Analyst
8 827 (9.59%) Junior Data Analyst
9 821 (9.52%) Architect
10 677 (7.85%) Artificial Intelligence Engineer
11 506 (5.87%) Software Engineer
12 349 (4.05%) Consultant
13 334 (3.87%) Data Engineer
14 330 (3.83%) Solutions Architect
15 229 (2.66%) Python Engineer
16 204 (2.37%) .NET Developer
17 200 (2.32%) Data Scientist
17 200 (2.32%) Senior Manager
18 185 (2.15%) Artificial Intelligence Architect
19 178 (2.06%) Data Architect
Libraries, Frameworks & Software Standards
1 467 (5.42%) React
2 433 (5.02%) .NET
3 237 (2.75%) CSS
4 236 (2.74%) Node.js
5 230 (2.67%) HTML
6 220 (2.55%) REST
7 213 (2.47%) RESTful
8 202 (2.34%) LangChain
9 199 (2.31%) ASP.NET
10 184 (2.13%) ASP.NET Core
10 184 (2.13%) PyTorch
11 176 (2.04%) Kafka
12 174 (2.02%) .NET Core
13 154 (1.79%) ML.NET
14 135 (1.57%) TensorFlow
15 132 (1.53%) scikit-learn
16 124 (1.44%) FastAPI
17 120 (1.39%) Blazor
18 111 (1.29%) Next.js
19 110 (1.28%) PySpark
Miscellaneous
1 585 (6.78%) Cloud Native
2 456 (5.29%) AI Agents
3 332 (3.85%) Onboarding
4 302 (3.50%) Social Media
5 280 (3.25%) Distributed Systems
6 259 (3.00%) Product Ownership
7 205 (2.38%) Algorithms
8 153 (1.77%) Self-Motivation
9 148 (1.72%) Management Information System
10 136 (1.58%) Robotics
11 129 (1.50%) Low-Code
12 118 (1.37%) Blog
13 117 (1.36%) Data Centre
14 102 (1.18%) Mobile App
15 101 (1.17%) Enterprise Software
16 92 (1.07%) Legacy Systems
17 86 (1.00%) Greenfield Project
18 85 (0.99%) Virtual Team
19 75 (0.87%) IoT
19 75 (0.87%) Security Posture
Operating Systems
1 191 (2.21%) Linux
2 186 (2.16%) Windows
3 74 (0.86%) Android
4 58 (0.67%) Windows Server
5 50 (0.58%) Apple iOS
6 23 (0.27%) VMS
7 14 (0.16%) Mac OS
7 14 (0.16%) Unix
8 13 (0.15%) Ubuntu
9 5 (0.058%) Debian
9 5 (0.058%) Kali Linux
10 4 (0.046%) Embedded Linux
11 3 (0.035%) Gentoo
11 3 (0.035%) Windows Server 2016
11 3 (0.035%) Windows Server 2019
12 2 (0.023%) Red Hat Enterprise Linux
12 2 (0.023%) Robot Operating System
12 2 (0.023%) Windows 10
13 1 (0.012%) Alpine Linux
13 1 (0.012%) FreeRTOS
Processes & Methodologies
1 1,784 (20.69%) Machine Learning
2 1,767 (20.49%) Analytics
3 1,471 (17.06%) Agile
4 1,382 (16.03%) Business Intelligence
5 1,264 (14.66%) Roadmaps
6 1,185 (13.74%) CI/CD
7 1,171 (13.58%) Software Engineering
8 989 (11.47%) Problem-Solving
9 981 (11.38%) Decision-Making
10 977 (11.33%) Continuous Improvement
11 937 (10.87%) LLM
12 899 (10.42%) Mentoring
13 851 (9.87%) DevOps
14 734 (8.51%) Generative AI
15 690 (8.00%) Full-Stack Development
16 680 (7.88%) Data Science
17 598 (6.93%) Stakeholder Management
18 563 (6.53%) Data Engineering
19 531 (6.16%) Data Modelling
20 530 (6.15%) Artificial Intelligence Engineering
Programming Languages
1 3,058 (35.46%) Python
2 1,896 (21.99%) SQL
3 499 (5.79%) C#
4 498 (5.77%) JavaScript
5 393 (4.56%) TypeScript
6 367 (4.26%) Java
7 177 (2.05%) C++
8 128 (1.48%) PowerShell
9 102 (1.18%) Bash
10 92 (1.07%) Go
11 72 (0.83%) Bicep
12 64 (0.74%) C
13 62 (0.72%) PHP
14 48 (0.56%) Rust
14 48 (0.56%) Scala
15 47 (0.54%) R
16 42 (0.49%) Kotlin
16 42 (0.49%) Ruby
17 34 (0.39%) Data Analysis Expressions
18 27 (0.31%) Kusto Query Language
Qualifications
1 1,253 (14.53%) Azure Certification
2 855 (9.91%) Degree
3 517 (5.99%) Security Cleared
4 298 (3.46%) SC Cleared
5 218 (2.53%) Computer Science Degree
6 188 (2.18%) AWS Certification
7 158 (1.83%) Master's Degree
8 146 (1.69%) DV Cleared
9 119 (1.38%) CISSP
10 105 (1.22%) PhD
11 92 (1.07%) ACCA
12 82 (0.95%) CISM
13 72 (0.83%) CIMA
14 71 (0.82%) DBS Check
15 69 (0.80%) Microsoft Certification
16 66 (0.77%) AWS Certified Solutions Architect
17 63 (0.73%) AWS Certified Cloud Practitioner
18 57 (0.66%) Network+ Certification
19 56 (0.65%) A+ Certification
20 43 (0.50%) Cisco Certification
Quality Assurance & Compliance
1 442 (5.13%) Accessibility
2 411 (4.77%) Data Quality
3 273 (3.17%) QA
4 250 (2.90%) GDPR
5 122 (1.41%) ISO/IEC 27001
6 99 (1.15%) GRC
7 90 (1.04%) NIST
8 83 (0.96%) WCAG
9 67 (0.78%) SLA
10 52 (0.60%) California Consumer Privacy Act
11 41 (0.48%) Cyber Essentials
12 36 (0.42%) PMO
13 33 (0.38%) IFRS
14 32 (0.37%) PCI DSS
15 23 (0.27%) EU AI Act
16 22 (0.26%) HIPAA
16 22 (0.26%) SOC 2
17 20 (0.23%) Cyber Essentials PLUS
18 18 (0.21%) NCSC
19 16 (0.19%) Sarbanes-Oxley
System Software
1 469 (5.44%) Docker
2 153 (1.77%) Active Directory
3 98 (1.14%) Virtual Machines
4 34 (0.39%) VMware Infrastructure
5 23 (0.27%) Firmware
6 21 (0.24%) Virtual Desktop
7 17 (0.20%) vSphere
8 11 (0.13%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.070%) IAG
11 4 (0.046%) Ceph
12 2 (0.023%) Kamailio
12 2 (0.023%) VMware NSX
13 1 (0.012%) Apache Flume
13 1 (0.012%) ProxySG
13 1 (0.012%) Slurm Workload Manager
Systems Management
1 479 (5.55%) Kubernetes
2 378 (4.38%) Terraform
3 121 (1.40%) Microsoft Intune
4 67 (0.78%) Ansible
5 61 (0.71%) Grafana
6 54 (0.63%) Prometheus
7 21 (0.24%) Single Sign-On
8 20 (0.23%) Puppet
9 19 (0.22%) Argo
10 17 (0.20%) Kubeflow
11 14 (0.16%) Podman
12 11 (0.13%) Progress Chef
13 8 (0.093%) Istio
14 7 (0.081%) Nagios
15 6 (0.070%) Control-M
15 6 (0.070%) Hadoop YARN
16 5 (0.058%) Autotask
16 5 (0.058%) Functional Safety
16 5 (0.058%) Proxmox
17 4 (0.046%) Packer
Vendors
1 2,228 (25.83%) Microsoft
2 383 (4.44%) Databricks
3 296 (3.43%) Google
4 264 (3.06%) Adobe
5 231 (2.68%) OpenAI
6 137 (1.59%) Salesforce
7 134 (1.55%) Dell
8 115 (1.33%) Oracle
9 113 (1.31%) Cisco
10 112 (1.30%) SAP
11 100 (1.16%) ServiceNow
12 86 (1.00%) Foundry
13 63 (0.73%) HubSpot
14 58 (0.67%) CyberArk
15 53 (0.61%) Apple
16 47 (0.54%) Informatica
17 44 (0.51%) Facebook
18 42 (0.49%) Palo Alto
19 41 (0.48%) CrowdStrike
19 41 (0.48%) VMware