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

6 months to
10 Jul 2026
Same period 2025 Same period 2024
Rank 9 12 49
Rank change year-on-year +3 +37 +66
Permanent jobs citing AI 8,070 4,839 4,540
As % of all permanent jobs in the UK 8.24% 9.89% 4.45%
As % of the Processes & Methodologies category 11.16% 10.93% 5.40%
Number of salaries quoted 4,438 1,540 2,118
10th Percentile £39,619 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,500
Median annual salary (50th Percentile) £70,000 £66,296 £70,000
Median % change year-on-year +5.59% -5.29% -6.67%
75th Percentile £95,000 £96,250 £92,500
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,908 £62,375
% change year-on-year -2.20% +2.46% -7.59%

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 72,315 44,278 84,054
As % of all permanent jobs advertised in the UK 73.86% 90.47% 82.35%
Number of salaries quoted 49,904 24,657 59,064
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £54,772 £50,000 £50,000
% change year-on-year +9.54% - -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 10 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 10 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 +6 7,256 £70,000 +5.50% 4,715
UK excluding London -4 4,789 £62,500 -2.20% 2,647
London +17 2,767 £85,000 -5.56% 2,825
Work from Home -2 2,531 £70,000 +5.74% 1,890
North of England +14 1,484 £67,500 +24.34% 545
South East -2 1,089 £60,000 +33.33% 768
Midlands -8 758 £55,000 -8.33% 257
North West +27 733 £70,000 +19.66% 339
Yorkshire -1 543 £65,000 +85.71% 137
South West +3 534 £62,500 +4.17% 704
East of England +19 501 £60,000 -9.38% 182
West Midlands -5 477 £57,500 -1.50% 163
East Midlands -16 280 £52,500 -16.00% 92
Scotland -4 224 £70,000 +7.69% 116
North East -4 208 £65,000 +106.35% 72
Wales +19 151 £60,000 -10.45% 47
Northern Ireland -2 78 £74,830 -14.48% 66

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
1 157 (1.95%) SharePoint
2 117 (1.45%) Apache Airflow
3 107 (1.33%) Apache Spark
4 75 (0.93%) CMS
5 71 (0.88%) Confluence
6 61 (0.76%) Jupyter
7 58 (0.72%) Apache
8 47 (0.58%) Microsoft Exchange
9 38 (0.47%) WordPress
10 30 (0.37%) SAS
11 27 (0.33%) ArcGIS
12 26 (0.32%) Palantir Foundry
13 8 (0.099%) Sitecore CMS
14 7 (0.087%) Camunda
14 7 (0.087%) Headless CMS
15 5 (0.062%) ColdFusion
15 5 (0.062%) Oracle Workflow
16 4 (0.050%) Apache Pig
17 3 (0.037%) Appian
18 2 (0.025%) Apache Pulsar
Applications
1 990 (12.27%) Microsoft Excel
2 131 (1.62%) Chatbot
3 75 (0.93%) Microsoft Office
4 50 (0.62%) Microsoft PowerPoint
5 46 (0.57%) UserZoom
6 26 (0.32%) MS Visio
7 23 (0.29%) Spreadsheet
8 18 (0.22%) Adobe After Effects
8 18 (0.22%) Adobe Creative Suite
9 17 (0.21%) Adobe Illustrator
9 17 (0.21%) Photoshop
10 13 (0.16%) InDesign
11 9 (0.11%) Simulink
12 6 (0.074%) Camtasia
13 5 (0.062%) Adobe Premiere
13 5 (0.062%) Microsoft Project
13 5 (0.062%) SPSS
14 4 (0.050%) CapCut
14 4 (0.050%) Sketch
15 3 (0.037%) Productboard
Business Applications
1 44 (0.55%) Dynamics CRM
2 42 (0.52%) SAP S/4HANA
3 24 (0.30%) Cloudability
4 18 (0.22%) NetSuite
5 8 (0.099%) Sage 50
6 7 (0.087%) Payment Gateway
7 6 (0.074%) Relativity
7 6 (0.074%) SAP MDG
8 5 (0.062%) Oracle ERP
8 5 (0.062%) Salesforce CRM
9 4 (0.050%) Dynamics AX
9 4 (0.050%) Dynamics NAV
9 4 (0.050%) Elite 3E
9 4 (0.050%) Sage 200
9 4 (0.050%) Sparx Enterprise Architect
9 4 (0.050%) Workday HCM
10 3 (0.037%) Carpe Diem
10 3 (0.037%) Dynamics GP
10 3 (0.037%) Oracle EBS
10 3 (0.037%) Q-Pulse
Cloud Services
1 2,855 (35.38%) Azure
2 1,544 (19.13%) Azure AI
3 1,442 (17.87%) Power Platform
4 1,319 (16.34%) AWS
5 579 (7.17%) SaaS
6 494 (6.12%) GCP
7 350 (4.34%) Microsoft 365
8 321 (3.98%) GitHub
9 274 (3.40%) Azure DevOps
10 254 (3.15%) Microsoft Copilot
11 234 (2.90%) Serverless
11 234 (2.90%) Snowflake
12 193 (2.39%) Adobe Analytics
13 186 (2.30%) Cloud Computing
14 179 (2.22%) Anthropic Claude
15 159 (1.97%) Entra ID
16 155 (1.92%) GitHub Copilot
17 141 (1.75%) Power Automate
18 137 (1.70%) Azure Synapse Analytics
19 126 (1.56%) Figma
Communications & Networking
1 353 (4.37%) Broadband
2 85 (1.05%) Internet
3 84 (1.04%) Firewall
4 74 (0.92%) VPN
5 72 (0.89%) Network Security
6 53 (0.66%) DNS
7 34 (0.42%) WAN
8 28 (0.35%) VLAN
9 27 (0.33%) TCP/IP
10 24 (0.30%) BGP
11 21 (0.26%) DHCP
11 21 (0.26%) VoIP
12 18 (0.22%) HTTP
13 17 (0.21%) MQTT
13 17 (0.21%) OSPF
13 17 (0.21%) Unified Communications
14 15 (0.19%) CTI
15 14 (0.17%) Wireless
16 13 (0.16%) VXLAN
17 11 (0.14%) Wi-Fi
Database & Business Intelligence
1 1,239 (15.35%) Power BI
2 1,032 (12.79%) Tableau
3 272 (3.37%) MongoDB
4 222 (2.75%) Data Warehouse
5 207 (2.57%) SQL Server
6 193 (2.39%) Azure SQL Database
7 170 (2.11%) Data Lake
8 166 (2.06%) PostgreSQL
9 135 (1.67%) Metadata
10 114 (1.41%) NoSQL
11 96 (1.19%) Big Data
12 87 (1.08%) MySQL
13 86 (1.07%) Relational Database
14 80 (0.99%) BigQuery
15 72 (0.89%) Elasticsearch
16 54 (0.67%) Looker
17 50 (0.62%) Redis
18 48 (0.59%) Amazon Redshift
19 46 (0.57%) Semantic Layer
20 43 (0.53%) Pinecone
Development Applications
1 239 (2.96%) Git
2 121 (1.50%) Claude Code
3 104 (1.29%) JIRA
4 86 (1.07%) Jenkins
5 75 (0.93%) GitLab
6 61 (0.76%) Visual Studio Code
7 59 (0.73%) MLflow
8 33 (0.41%) Selenium
9 26 (0.32%) Postman
10 25 (0.31%) IBM UrbanCode
10 25 (0.31%) Snyk
11 21 (0.26%) Cypress.io
12 19 (0.24%) JUnit
13 16 (0.20%) Maven
14 14 (0.17%) Vite
15 12 (0.15%) SpecFlow
16 11 (0.14%) Gradle
17 10 (0.12%) Cucumber
17 10 (0.12%) JMeter
18 8 (0.099%) Visual Studio
General
1 2,683 (33.25%) Social Skills
2 1,459 (18.08%) Finance
3 681 (8.44%) Analytical Skills
4 542 (6.72%) Marketing
5 482 (5.97%) Inclusion and Diversity
6 389 (4.82%) Public Sector
7 367 (4.55%) Games
8 362 (4.49%) Legal
9 327 (4.05%) Law
10 292 (3.62%) Retail
11 251 (3.11%) Banking
12 194 (2.40%) Manufacturing
13 158 (1.96%) Influencing Skills
14 156 (1.93%) Organisational Skills
15 109 (1.35%) Advertising
16 92 (1.14%) Presentation Skills
17 83 (1.03%) Financial Institution
18 78 (0.97%) Legal Technology
19 73 (0.90%) Telecoms
20 72 (0.89%) Automotive
Job Titles
1 1,235 (15.30%) Senior
2 1,223 (15.15%) Analyst
3 948 (11.75%) Data Analyst
4 918 (11.38%) Junior
5 887 (10.99%) Junior Analyst
6 882 (10.93%) Junior Data Analyst
7 873 (10.82%) Lead
8 789 (9.78%) Developer
9 744 (9.22%) Architect
10 663 (8.22%) Artificial Intelligence Engineer
11 440 (5.45%) Software Engineer
12 311 (3.85%) Consultant
13 308 (3.82%) Data Engineer
14 298 (3.69%) Solutions Architect
15 203 (2.52%) Python Engineer
16 201 (2.49%) .NET Developer
17 185 (2.29%) Data Scientist
18 160 (1.98%) Artificial Intelligence Architect
18 160 (1.98%) Senior Manager
19 158 (1.96%) Data Architect
Libraries, Frameworks & Software Standards
1 441 (5.46%) React
2 420 (5.20%) .NET
3 227 (2.81%) CSS
4 218 (2.70%) HTML
5 206 (2.55%) RESTful
6 197 (2.44%) Node.js
7 195 (2.42%) ASP.NET
8 194 (2.40%) REST
9 183 (2.27%) LangChain
9 183 (2.27%) PyTorch
10 182 (2.26%) ASP.NET Core
11 171 (2.12%) .NET Core
12 154 (1.91%) ML.NET
13 153 (1.90%) Kafka
14 136 (1.69%) TensorFlow
15 125 (1.55%) scikit-learn
16 121 (1.50%) FastAPI
17 119 (1.47%) Blazor
18 103 (1.28%) PySpark
19 98 (1.21%) AngularJS
Miscellaneous
1 541 (6.70%) Cloud Native
2 382 (4.73%) AI Agents
3 295 (3.66%) Social Media
4 289 (3.58%) Onboarding
5 244 (3.02%) Distributed Systems
6 242 (3.00%) Product Ownership
7 182 (2.26%) Algorithms
8 136 (1.69%) Robotics
9 134 (1.66%) Self-Motivation
10 132 (1.64%) Management Information System
11 122 (1.51%) Low-Code
12 120 (1.49%) Data Centre
13 98 (1.21%) Mobile App
14 88 (1.09%) Legacy Systems
15 83 (1.03%) Enterprise Software
16 82 (1.02%) Virtual Team
17 80 (0.99%) Greenfield Project
18 71 (0.88%) Security Posture
19 70 (0.87%) Data Structures
20 67 (0.83%) Public Cloud
Operating Systems
1 180 (2.23%) Windows
2 167 (2.07%) Linux
3 72 (0.89%) Android
4 58 (0.72%) Windows Server
5 53 (0.66%) Apple iOS
6 25 (0.31%) VMS
7 15 (0.19%) Mac OS
8 13 (0.16%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.062%) Debian
10 5 (0.062%) Windows Server 2016
11 4 (0.050%) Kali Linux
12 3 (0.037%) Gentoo
12 3 (0.037%) Robot Operating System
12 3 (0.037%) Windows Server 2019
13 2 (0.025%) Embedded Linux
14 1 (0.012%) AIX
14 1 (0.012%) FreeRTOS
14 1 (0.012%) Red Hat Enterprise Linux
14 1 (0.012%) Windows 10
Processes & Methodologies
1 1,671 (20.71%) Machine Learning
2 1,612 (19.98%) Analytics
3 1,384 (17.15%) Business Intelligence
4 1,361 (16.86%) Agile
5 1,170 (14.50%) Roadmaps
6 1,074 (13.31%) CI/CD
7 1,047 (12.97%) Software Engineering
8 901 (11.16%) Problem-Solving
9 853 (10.57%) Decision-Making
10 847 (10.50%) LLM
11 827 (10.25%) Continuous Improvement
12 809 (10.02%) Mentoring
13 796 (9.86%) DevOps
14 692 (8.57%) Generative AI
15 665 (8.24%) Full-Stack Development
16 615 (7.62%) Data Science
17 531 (6.58%) Data Engineering
18 521 (6.46%) Artificial Intelligence Engineering
19 514 (6.37%) Stakeholder Management
20 485 (6.01%) Data Modelling
Programming Languages
1 2,979 (36.91%) Python
2 1,870 (23.17%) SQL
3 475 (5.89%) C#
4 467 (5.79%) JavaScript
5 355 (4.40%) TypeScript
6 330 (4.09%) Java
7 156 (1.93%) C++
8 122 (1.51%) PowerShell
9 101 (1.25%) Bash
10 93 (1.15%) Go
11 66 (0.82%) Bicep
12 61 (0.76%) PHP
13 59 (0.73%) C
14 49 (0.61%) Rust
15 44 (0.55%) R
16 40 (0.50%) Scala
17 37 (0.46%) Ruby
18 32 (0.40%) Kotlin
19 29 (0.36%) Data Analysis Expressions
20 27 (0.33%) Kusto Query Language
Qualifications
1 1,296 (16.06%) Azure Certification
2 788 (9.76%) Degree
3 463 (5.74%) Security Cleared
4 264 (3.27%) SC Cleared
5 196 (2.43%) Computer Science Degree
6 171 (2.12%) AWS Certification
7 142 (1.76%) Master's Degree
8 128 (1.59%) DV Cleared
9 92 (1.14%) PhD
10 89 (1.10%) ACCA
11 85 (1.05%) CISSP
12 75 (0.93%) DBS Check
13 67 (0.83%) CIMA
14 61 (0.76%) AWS Certified Cloud Practitioner
14 61 (0.76%) Microsoft Certification
15 58 (0.72%) AWS Certified Solutions Architect
16 47 (0.58%) CISM
17 41 (0.51%) Cisco Certification
18 32 (0.40%) Network+ Certification
19 29 (0.36%) A+ Certification
Quality Assurance & Compliance
1 415 (5.14%) Accessibility
2 379 (4.70%) Data Quality
3 239 (2.96%) QA
4 234 (2.90%) GDPR
5 113 (1.40%) ISO/IEC 27001
6 92 (1.14%) GRC
7 81 (1.00%) NIST
8 79 (0.98%) WCAG
9 58 (0.72%) SLA
10 52 (0.64%) California Consumer Privacy Act
11 38 (0.47%) Cyber Essentials
11 38 (0.47%) PMO
12 35 (0.43%) IFRS
13 29 (0.36%) PCI DSS
14 22 (0.27%) HIPAA
15 20 (0.25%) EU AI Act
16 19 (0.24%) SOC 2
17 18 (0.22%) Cyber Essentials PLUS
18 16 (0.20%) Sarbanes-Oxley
19 15 (0.19%) ISO/IEC 42001
System Software
1 420 (5.20%) Docker
2 134 (1.66%) Active Directory
3 99 (1.23%) Virtual Machines
4 31 (0.38%) VMware Infrastructure
5 22 (0.27%) Firmware
6 20 (0.25%) Virtual Desktop
7 19 (0.24%) vSphere
8 11 (0.14%) Embedded Firmware
9 10 (0.12%) Hyper-V
10 6 (0.074%) IAG
11 3 (0.037%) Kamailio
12 1 (0.012%) Apache Flume
12 1 (0.012%) VMware NSX
Systems Management
1 441 (5.46%) Kubernetes
2 347 (4.30%) Terraform
3 90 (1.12%) Microsoft Intune
4 59 (0.73%) Ansible
5 58 (0.72%) Grafana
6 48 (0.59%) Prometheus
7 21 (0.26%) Single Sign-On
8 17 (0.21%) Puppet
9 16 (0.20%) Argo
10 14 (0.17%) Kubeflow
11 10 (0.12%) Podman
12 8 (0.099%) Proxmox
13 7 (0.087%) Nagios
13 7 (0.087%) Progress Chef
14 6 (0.074%) SolarWinds Orion
15 5 (0.062%) Autotask
15 5 (0.062%) Control-M
15 5 (0.062%) Functional Safety
15 5 (0.062%) Hadoop YARN
16 4 (0.050%) Active Directory Federation Services
Vendors
1 2,167 (26.85%) Microsoft
2 342 (4.24%) Databricks
3 276 (3.42%) Google
4 263 (3.26%) Adobe
5 203 (2.52%) OpenAI
6 135 (1.67%) Dell
7 128 (1.59%) Salesforce
8 108 (1.34%) Cisco
9 105 (1.30%) Oracle
10 102 (1.26%) SAP
11 95 (1.18%) ServiceNow
12 84 (1.04%) Foundry
13 58 (0.72%) HubSpot
14 52 (0.64%) Apple
15 45 (0.56%) Informatica
16 41 (0.51%) VMware
17 40 (0.50%) Palantir
17 40 (0.50%) Sage
18 39 (0.48%) CrowdStrike
18 39 (0.48%) Palo Alto