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

6 months to
8 Jul 2026
Same period 2025 Same period 2024
Rank 9 14 49
Rank change year-on-year +5 +35 +66
Permanent jobs citing AI 7,980 4,740 4,555
As % of all permanent jobs in the UK 8.19% 9.85% 4.44%
As % of the Processes & Methodologies category 11.09% 10.84% 5.38%
Number of salaries quoted 4,398 1,520 2,137
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,295 £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 £63,892 £60,653
% change year-on-year -2.18% +5.34% -10.14%

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 71,935 43,736 84,643
As % of all permanent jobs advertised in the UK 73.79% 90.86% 82.47%
Number of salaries quoted 49,710 24,302 59,641
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 £54,068 £50,000 £50,000
% change year-on-year +8.14% - -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 8 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 8 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 7,171 £70,000 +5.52% 4,369
UK excluding London -3 4,759 £62,500 -2.18% 2,454
London +17 2,715 £85,000 -5.56% 2,375
Work from Home -2 2,517 £69,986 +5.72% 2,693
North of England +14 1,473 £67,500 +28.57% 623
South East -2 1,081 £60,000 +33.33% 809
Midlands -8 751 £55,000 -7.17% 291
North West +30 727 £70,000 +20.69% 360
Yorkshire 0 541 £65,000 +153.66% 185
South West +3 528 £62,000 +3.33% 252
East of England +17 504 £60,000 -9.38% 223
West Midlands -5 472 £57,500 - 169
East Midlands -17 278 £52,500 -12.50% 120
Scotland -1 224 £70,000 +7.69% 142
North East -1 205 £65,000 +106.35% 81
Wales +17 148 £60,000 -10.45% 60
Northern Ireland -4 80 £74,830 -14.48% 90

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
1 154 (1.93%) SharePoint
2 117 (1.47%) Apache Airflow
3 106 (1.33%) Apache Spark
4 75 (0.94%) CMS
5 71 (0.89%) Confluence
6 63 (0.79%) Jupyter
7 57 (0.71%) Apache
8 45 (0.56%) Microsoft Exchange
9 39 (0.49%) WordPress
10 27 (0.34%) ArcGIS
10 27 (0.34%) Palantir Foundry
11 26 (0.33%) SAS
12 8 (0.10%) Sitecore CMS
13 7 (0.088%) Camunda
13 7 (0.088%) Headless CMS
14 5 (0.063%) ColdFusion
14 5 (0.063%) Oracle Workflow
15 4 (0.050%) Appian
16 3 (0.038%) Apache Pig
16 3 (0.038%) WebSphere
Applications
1 988 (12.38%) Microsoft Excel
2 123 (1.54%) Chatbot
3 74 (0.93%) Microsoft Office
4 50 (0.63%) Microsoft PowerPoint
5 46 (0.58%) UserZoom
6 26 (0.33%) MS Visio
7 24 (0.30%) Spreadsheet
8 18 (0.23%) Adobe After Effects
8 18 (0.23%) 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 (0.075%) Camtasia
12 6 (0.075%) Microsoft Project
13 5 (0.063%) Adobe Premiere
14 4 (0.050%) CapCut
14 4 (0.050%) Sketch
14 4 (0.050%) SPSS
15 3 (0.038%) Adobe XD
Business Applications
1 45 (0.56%) Dynamics CRM
2 36 (0.45%) SAP S/4HANA
3 24 (0.30%) Cloudability
4 17 (0.21%) NetSuite
5 8 (0.10%) Sage 50
6 7 (0.088%) Payment Gateway
7 6 (0.075%) SAP MDG
8 5 (0.063%) Oracle ERP
8 5 (0.063%) Relativity
8 5 (0.063%) Salesforce CRM
9 4 (0.050%) Dynamics AX
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 (0.038%) Carpe Diem
10 3 (0.038%) Dynamics GP
10 3 (0.038%) Dynamics NAV
10 3 (0.038%) Oracle EBS
10 3 (0.038%) Q-Pulse
Cloud Services
1 2,845 (35.65%) Azure
2 1,547 (19.39%) Azure AI
3 1,430 (17.92%) Power Platform
4 1,272 (15.94%) AWS
5 577 (7.23%) SaaS
6 484 (6.07%) GCP
7 347 (4.35%) Microsoft 365
8 316 (3.96%) GitHub
9 278 (3.48%) Azure DevOps
10 254 (3.18%) Microsoft Copilot
11 229 (2.87%) Snowflake
12 224 (2.81%) Serverless
13 194 (2.43%) Adobe Analytics
14 174 (2.18%) Anthropic Claude
15 159 (1.99%) Cloud Computing
16 157 (1.97%) Entra ID
17 152 (1.90%) GitHub Copilot
18 140 (1.75%) Power Automate
19 137 (1.72%) Azure Synapse Analytics
20 126 (1.58%) Figma
Communications & Networking
1 353 (4.42%) Broadband
2 83 (1.04%) Firewall
3 74 (0.93%) VPN
4 70 (0.88%) Internet
4 70 (0.88%) Network Security
5 52 (0.65%) DNS
6 35 (0.44%) WAN
7 29 (0.36%) VLAN
8 28 (0.35%) TCP/IP
9 24 (0.30%) BGP
10 21 (0.26%) DHCP
11 19 (0.24%) Unified Communications
12 18 (0.23%) HTTP
12 18 (0.23%) OSPF
13 16 (0.20%) MQTT
13 16 (0.20%) VoIP
14 14 (0.18%) Wireless
15 13 (0.16%) VXLAN
16 12 (0.15%) Wi-Fi
17 11 (0.14%) LAN
Database & Business Intelligence
1 1,232 (15.44%) Power BI
2 1,032 (12.93%) Tableau
3 274 (3.43%) MongoDB
4 218 (2.73%) Data Warehouse
5 206 (2.58%) SQL Server
6 198 (2.48%) Azure SQL Database
7 167 (2.09%) Data Lake
8 161 (2.02%) PostgreSQL
9 130 (1.63%) Metadata
10 107 (1.34%) NoSQL
11 90 (1.13%) Big Data
12 83 (1.04%) MySQL
13 82 (1.03%) Relational Database
14 81 (1.02%) BigQuery
15 72 (0.90%) Elasticsearch
16 55 (0.69%) Looker
17 47 (0.59%) Redis
18 46 (0.58%) Amazon Redshift
19 45 (0.56%) Semantic Layer
20 44 (0.55%) Pinecone
Development Applications
1 232 (2.91%) Git
2 114 (1.43%) Claude Code
3 105 (1.32%) JIRA
4 83 (1.04%) Jenkins
5 72 (0.90%) GitLab
6 61 (0.76%) MLflow
6 61 (0.76%) Visual Studio Code
7 33 (0.41%) Selenium
8 26 (0.33%) Postman
9 25 (0.31%) IBM UrbanCode
9 25 (0.31%) Snyk
10 21 (0.26%) Cypress.io
11 19 (0.24%) JUnit
12 15 (0.19%) Maven
13 14 (0.18%) Vite
14 12 (0.15%) SpecFlow
15 11 (0.14%) Gradle
16 10 (0.13%) Cucumber
16 10 (0.13%) JMeter
17 8 (0.10%) Mockito
General
1 2,665 (33.40%) Social Skills
2 1,440 (18.05%) Finance
3 681 (8.53%) Analytical Skills
4 530 (6.64%) Marketing
5 486 (6.09%) Inclusion and Diversity
6 370 (4.64%) Public Sector
7 366 (4.59%) Games
8 357 (4.47%) Legal
9 319 (4.00%) Law
10 286 (3.58%) Retail
11 248 (3.11%) Banking
12 191 (2.39%) Manufacturing
13 155 (1.94%) Organisational Skills
14 152 (1.90%) Influencing Skills
15 108 (1.35%) Advertising
16 90 (1.13%) Presentation Skills
17 82 (1.03%) Financial Institution
18 76 (0.95%) Legal Technology
19 70 (0.88%) Automotive
20 69 (0.86%) Telecoms
Job Titles
1 1,219 (15.28%) Analyst
2 1,205 (15.10%) Senior
3 945 (11.84%) Data Analyst
4 917 (11.49%) Junior
5 887 (11.12%) Junior Analyst
6 882 (11.05%) Junior Data Analyst
7 861 (10.79%) Lead
8 796 (9.97%) Developer
9 711 (8.91%) Architect
10 660 (8.27%) Artificial Intelligence Engineer
11 426 (5.34%) Software Engineer
12 302 (3.78%) Data Engineer
13 301 (3.77%) Consultant
14 280 (3.51%) Solutions Architect
15 206 (2.58%) .NET Developer
16 197 (2.47%) Python Engineer
17 183 (2.29%) Data Scientist
18 158 (1.98%) Senior Manager
19 155 (1.94%) Artificial Intelligence Architect
20 152 (1.90%) Data Architect
Libraries, Frameworks & Software Standards
1 443 (5.55%) React
2 420 (5.26%) .NET
3 229 (2.87%) CSS
4 219 (2.74%) HTML
5 210 (2.63%) RESTful
6 199 (2.49%) ASP.NET
7 193 (2.42%) Node.js
7 193 (2.42%) REST
8 186 (2.33%) ASP.NET Core
8 186 (2.33%) LangChain
9 185 (2.32%) PyTorch
10 176 (2.21%) .NET Core
11 159 (1.99%) ML.NET
12 151 (1.89%) Kafka
13 136 (1.70%) TensorFlow
14 123 (1.54%) Blazor
14 123 (1.54%) scikit-learn
15 122 (1.53%) FastAPI
16 100 (1.25%) PySpark
17 98 (1.23%) AngularJS
Miscellaneous
1 531 (6.65%) Cloud Native
2 367 (4.60%) AI Agents
3 295 (3.70%) Social Media
4 254 (3.18%) Onboarding
5 241 (3.02%) Distributed Systems
5 241 (3.02%) Product Ownership
6 181 (2.27%) Algorithms
7 136 (1.70%) Robotics
8 132 (1.65%) Management Information System
9 131 (1.64%) Self-Motivation
10 123 (1.54%) Low-Code
11 118 (1.48%) Data Centre
12 99 (1.24%) Mobile App
13 86 (1.08%) Legacy Systems
14 81 (1.02%) Virtual Team
15 79 (0.99%) Enterprise Software
16 76 (0.95%) Greenfield Project
17 69 (0.86%) Security Posture
18 67 (0.84%) Data Structures
18 67 (0.84%) Public Cloud
Operating Systems
1 175 (2.19%) Windows
2 162 (2.03%) Linux
3 73 (0.91%) Android
4 58 (0.73%) Windows Server
5 53 (0.66%) Apple iOS
6 25 (0.31%) VMS
7 15 (0.19%) Mac OS
8 12 (0.15%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.063%) Debian
10 5 (0.063%) Windows Server 2016
11 4 (0.050%) Kali Linux
12 3 (0.038%) Gentoo
12 3 (0.038%) Robot Operating System
12 3 (0.038%) Windows Server 2019
13 2 (0.025%) Embedded Linux
14 1 (0.013%) AIX
14 1 (0.013%) Alpine Linux
14 1 (0.013%) Red Hat Enterprise Linux
14 1 (0.013%) Windows 10
Processes & Methodologies
1 1,658 (20.78%) Machine Learning
2 1,574 (19.72%) Analytics
3 1,374 (17.22%) Business Intelligence
4 1,356 (16.99%) Agile
5 1,145 (14.35%) Roadmaps
6 1,060 (13.28%) CI/CD
7 1,028 (12.88%) Software Engineering
8 895 (11.22%) Problem-Solving
9 841 (10.54%) Decision-Making
10 833 (10.44%) LLM
11 818 (10.25%) Continuous Improvement
12 786 (9.85%) DevOps
13 782 (9.80%) Mentoring
14 682 (8.55%) Generative AI
15 663 (8.31%) Full-Stack Development
16 612 (7.67%) Data Science
17 523 (6.55%) Data Engineering
18 518 (6.49%) Artificial Intelligence Engineering
19 506 (6.34%) Stakeholder Management
20 473 (5.93%) Data Modelling
Programming Languages
1 2,957 (37.06%) Python
2 1,863 (23.35%) SQL
3 475 (5.95%) C#
4 467 (5.85%) JavaScript
5 350 (4.39%) TypeScript
6 321 (4.02%) Java
7 152 (1.90%) C++
8 119 (1.49%) PowerShell
9 99 (1.24%) Bash
10 93 (1.17%) Go
11 65 (0.81%) Bicep
12 59 (0.74%) PHP
13 58 (0.73%) C
14 47 (0.59%) Rust
15 44 (0.55%) R
16 39 (0.49%) Scala
17 34 (0.43%) Ruby
18 31 (0.39%) Kotlin
19 28 (0.35%) Data Analysis Expressions
20 27 (0.34%) Kusto Query Language
Qualifications
1 1,296 (16.24%) Azure Certification
2 771 (9.66%) Degree
3 454 (5.69%) Security Cleared
4 264 (3.31%) SC Cleared
5 188 (2.36%) Computer Science Degree
6 159 (1.99%) AWS Certification
7 141 (1.77%) Master's Degree
8 126 (1.58%) DV Cleared
9 96 (1.20%) PhD
10 91 (1.14%) ACCA
11 83 (1.04%) CISSP
12 76 (0.95%) DBS Check
13 68 (0.85%) CIMA
14 60 (0.75%) AWS Certified Cloud Practitioner
14 60 (0.75%) Microsoft Certification
15 52 (0.65%) AWS Certified Solutions Architect
16 45 (0.56%) CISM
17 41 (0.51%) Cisco Certification
18 32 (0.40%) Network+ Certification
19 29 (0.36%) A+ Certification
Quality Assurance & Compliance
1 409 (5.13%) Accessibility
2 372 (4.66%) Data Quality
3 232 (2.91%) GDPR
4 230 (2.88%) QA
5 112 (1.40%) ISO/IEC 27001
6 92 (1.15%) GRC
7 80 (1.00%) NIST
8 79 (0.99%) WCAG
9 56 (0.70%) SLA
10 52 (0.65%) California Consumer Privacy Act
11 38 (0.48%) PMO
12 37 (0.46%) Cyber Essentials
12 37 (0.46%) IFRS
13 30 (0.38%) PCI DSS
14 22 (0.28%) HIPAA
15 20 (0.25%) EU AI Act
15 20 (0.25%) SOC 2
16 18 (0.23%) Cyber Essentials PLUS
17 16 (0.20%) Sarbanes-Oxley
18 15 (0.19%) NCSC
System Software
1 416 (5.21%) Docker
2 132 (1.65%) Active Directory
3 99 (1.24%) Virtual Machines
4 31 (0.39%) VMware Infrastructure
5 22 (0.28%) Firmware
6 19 (0.24%) vSphere
7 18 (0.23%) Virtual Desktop
8 11 (0.14%) Embedded Firmware
9 10 (0.13%) Hyper-V
10 6 (0.075%) IAG
11 3 (0.038%) Kamailio
12 1 (0.013%) Apache Flume
12 1 (0.013%) VMware NSX
Systems Management
1 436 (5.46%) Kubernetes
2 340 (4.26%) Terraform
3 87 (1.09%) Microsoft Intune
4 60 (0.75%) Ansible
5 56 (0.70%) Grafana
6 47 (0.59%) Prometheus
7 18 (0.23%) Single Sign-On
8 15 (0.19%) Argo
8 15 (0.19%) Puppet
9 14 (0.18%) Kubeflow
10 10 (0.13%) Podman
11 8 (0.10%) Proxmox
12 7 (0.088%) Nagios
13 6 (0.075%) Progress Chef
13 6 (0.075%) SolarWinds Orion
14 5 (0.063%) Autotask
14 5 (0.063%) Control-M
14 5 (0.063%) Functional Safety
15 4 (0.050%) Active Directory Federation Services
15 4 (0.050%) Istio
Vendors
1 2,156 (27.02%) Microsoft
2 338 (4.24%) Databricks
3 274 (3.43%) Google
4 264 (3.31%) Adobe
5 205 (2.57%) OpenAI
6 135 (1.69%) Dell
7 124 (1.55%) Salesforce
8 103 (1.29%) Oracle
9 98 (1.23%) Cisco
10 96 (1.20%) ServiceNow
11 94 (1.18%) SAP
12 82 (1.03%) Foundry
13 57 (0.71%) HubSpot
14 55 (0.69%) Apple
15 44 (0.55%) Informatica
16 42 (0.53%) Palantir
17 41 (0.51%) VMware
18 40 (0.50%) Sage
19 39 (0.49%) Facebook
20 38 (0.48%) Palo Alto