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

6 months to
26 Jun 2026
Same period 2025 Same period 2024
Rank 10 14 50
Rank change year-on-year +4 +36 +71
Permanent jobs citing AI 7,604 4,613 4,636
As % of all permanent jobs in the UK 8.01% 10.16% 4.36%
As % of the Processes & Methodologies category 10.91% 11.02% 5.31%
Number of salaries quoted 4,143 1,450 2,186
10th Percentile £40,000 £25,313 £40,000
25th Percentile £51,250 £46,250 £50,000
Median annual salary (50th Percentile) £70,000 £66,274 £70,000
Median % change year-on-year +5.62% -5.32% -6.67%
75th Percentile £95,000 £96,250 £93,750
90th Percentile £110,000 £117,500 £115,000
UK excluding London median annual salary £62,500 £63,954 £60,000
% change year-on-year -2.27% +6.59% -11.11%

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 69,702 41,872 87,252
As % of all permanent jobs advertised in the UK 73.38% 92.19% 82.13%
Number of salaries quoted 48,070 22,602 61,776
10th Percentile £30,000 £28,750 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £52,681 £50,000 £50,000
% change year-on-year +5.36% - -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 26 June 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 26 June 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 6,871 £70,000 +5.59% 3,405
UK excluding London -3 4,513 £62,500 -2.27% 1,874
London +17 2,616 £85,000 -5.56% 2,035
Work from Home -2 2,365 £69,973 +5.70% 1,459
North of England +13 1,406 £67,500 +26.42% 465
South East -2 1,026 £60,000 +33.33% 668
Midlands -8 730 £55,000 -7.76% 238
North West +31 690 £70,000 +7.69% 291
Yorkshire -3 524 £65,000 +153.66% 126
South West +1 496 £62,500 +4.17% 215
East of England +20 490 £60,000 -9.39% 166
West Midlands -5 457 £55,000 -4.35% 145
East Midlands -14 272 £52,500 -14.29% 93
Scotland -1 212 £70,000 +38.76% 94
North East -1 192 £65,000 +106.35% 52
Wales +19 131 £55,000 -19.12% 50
Northern Ireland +6 52 £72,500 +20.83% 22

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
1 140 (1.84%) SharePoint
2 117 (1.54%) Apache Airflow
3 101 (1.33%) Apache Spark
4 73 (0.96%) CMS
5 72 (0.95%) Confluence
6 63 (0.83%) Jupyter
7 54 (0.71%) Apache
8 44 (0.58%) Microsoft Exchange
9 39 (0.51%) WordPress
10 27 (0.36%) ArcGIS
10 27 (0.36%) Palantir Foundry
11 23 (0.30%) SAS
12 8 (0.11%) Sitecore CMS
13 7 (0.092%) Headless CMS
14 6 (0.079%) Appian
15 5 (0.066%) ColdFusion
16 4 (0.053%) Oracle Workflow
17 3 (0.039%) Camunda
17 3 (0.039%) JBoss
17 3 (0.039%) WebSphere
Applications
1 980 (12.89%) Microsoft Excel
2 110 (1.45%) Chatbot
3 72 (0.95%) Microsoft Office
4 46 (0.60%) Microsoft PowerPoint
5 45 (0.59%) UserZoom
6 25 (0.33%) MS Visio
6 25 (0.33%) Spreadsheet
7 14 (0.18%) Adobe After Effects
7 14 (0.18%) Adobe Creative Suite
7 14 (0.18%) Adobe Illustrator
7 14 (0.18%) Photoshop
8 10 (0.13%) InDesign
9 9 (0.12%) Simulink
10 6 (0.079%) Camtasia
11 5 (0.066%) Adobe Premiere
11 5 (0.066%) Microsoft Project
12 4 (0.053%) CapCut
12 4 (0.053%) Sketch
13 3 (0.039%) Adobe XD
13 3 (0.039%) Productboard
Business Applications
1 40 (0.53%) Dynamics CRM
2 34 (0.45%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 16 (0.21%) NetSuite
5 8 (0.11%) Sage 50
6 5 (0.066%) Oracle ERP
6 5 (0.066%) Salesforce CRM
7 4 (0.053%) Dynamics AX
7 4 (0.053%) Payment Gateway
7 4 (0.053%) SAP MDG
7 4 (0.053%) Sparx Enterprise Architect
7 4 (0.053%) Workday HCM
8 3 (0.039%) Dynamics GP
8 3 (0.039%) Dynamics NAV
8 3 (0.039%) Oracle EBS
8 3 (0.039%) Relativity
8 3 (0.039%) Sage 200
9 2 (0.026%) Oracle Applications
9 2 (0.026%) Shopify
9 2 (0.026%) Unit4 Business World
Cloud Services
1 2,724 (35.82%) Azure
2 1,503 (19.77%) Azure AI
3 1,389 (18.27%) Power Platform
4 1,204 (15.83%) AWS
5 570 (7.50%) SaaS
6 468 (6.15%) GCP
7 330 (4.34%) Microsoft 365
8 282 (3.71%) GitHub
9 245 (3.22%) Azure DevOps
10 241 (3.17%) Microsoft Copilot
11 214 (2.81%) Snowflake
12 203 (2.67%) Serverless
13 195 (2.56%) Adobe Analytics
14 165 (2.17%) Anthropic Claude
15 140 (1.84%) Cloud Computing
16 133 (1.75%) Azure Synapse Analytics
17 128 (1.68%) Figma
17 128 (1.68%) Power Automate
18 127 (1.67%) Entra ID
19 126 (1.66%) GitHub Copilot
Communications & Networking
1 353 (4.64%) Broadband
2 81 (1.07%) Firewall
3 67 (0.88%) VPN
4 61 (0.80%) Network Security
5 54 (0.71%) Internet
6 47 (0.62%) DNS
7 30 (0.39%) WAN
8 28 (0.37%) TCP/IP
9 26 (0.34%) VLAN
10 20 (0.26%) DHCP
10 20 (0.26%) Unified Communications
11 19 (0.25%) HTTP
12 18 (0.24%) BGP
13 16 (0.21%) MQTT
13 16 (0.21%) OSPF
14 11 (0.14%) VXLAN
14 11 (0.14%) Wireless
15 10 (0.13%) Intranet
15 10 (0.13%) LAN
15 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,208 (15.89%) Power BI
2 1,026 (13.49%) Tableau
3 231 (3.04%) MongoDB
4 203 (2.67%) SQL Server
5 202 (2.66%) Data Warehouse
6 159 (2.09%) Azure SQL Database
7 155 (2.04%) Data Lake
8 152 (2.00%) PostgreSQL
9 122 (1.60%) Metadata
10 94 (1.24%) NoSQL
11 83 (1.09%) Big Data
11 83 (1.09%) BigQuery
12 76 (1.00%) MySQL
13 75 (0.99%) Relational Database
14 72 (0.95%) Elasticsearch
15 57 (0.75%) Looker
16 49 (0.64%) Redis
17 47 (0.62%) Pinecone
18 46 (0.60%) Semantic Layer
19 44 (0.58%) Amazon Redshift
Development Applications
1 219 (2.88%) Git
2 104 (1.37%) Claude Code
3 93 (1.22%) JIRA
4 81 (1.07%) Jenkins
5 71 (0.93%) GitLab
6 69 (0.91%) MLflow
7 61 (0.80%) Visual Studio Code
8 32 (0.42%) Selenium
9 26 (0.34%) Postman
10 25 (0.33%) IBM UrbanCode
10 25 (0.33%) Snyk
11 21 (0.28%) Cypress.io
12 14 (0.18%) JUnit
12 14 (0.18%) Maven
12 14 (0.18%) Vite
13 12 (0.16%) SpecFlow
14 11 (0.14%) Gradle
15 8 (0.11%) Cucumber
15 8 (0.11%) JMeter
15 8 (0.11%) Visual Studio
General
1 2,566 (33.75%) Social Skills
2 1,369 (18.00%) Finance
3 650 (8.55%) Analytical Skills
4 507 (6.67%) Marketing
5 473 (6.22%) Inclusion and Diversity
6 364 (4.79%) Games
7 336 (4.42%) Public Sector
8 326 (4.29%) Legal
9 281 (3.70%) Law
10 271 (3.56%) Retail
11 235 (3.09%) Banking
12 179 (2.35%) Manufacturing
13 150 (1.97%) Organisational Skills
14 147 (1.93%) Influencing Skills
15 95 (1.25%) Advertising
16 84 (1.10%) Presentation Skills
17 79 (1.04%) Financial Institution
18 74 (0.97%) Legal Technology
19 70 (0.92%) Automotive
20 67 (0.88%) Telecoms
Job Titles
1 1,202 (15.81%) Analyst
2 1,109 (14.58%) Senior
3 940 (12.36%) Data Analyst
4 914 (12.02%) Junior
5 887 (11.66%) Junior Analyst
6 882 (11.60%) Junior Data Analyst
7 826 (10.86%) Lead
8 725 (9.53%) Developer
9 642 (8.44%) Artificial Intelligence Engineer
10 637 (8.38%) Architect
11 398 (5.23%) Software Engineer
12 288 (3.79%) Data Engineer
13 284 (3.73%) Consultant
14 262 (3.45%) Solutions Architect
15 190 (2.50%) Python Engineer
16 177 (2.33%) Data Scientist
17 162 (2.13%) .NET Developer
18 140 (1.84%) Data Architect
19 137 (1.80%) Full-Stack Developer
20 131 (1.72%) Senior Developer
Libraries, Frameworks & Software Standards
1 410 (5.39%) React
2 376 (4.94%) .NET
3 204 (2.68%) CSS
4 193 (2.54%) HTML
5 190 (2.50%) PyTorch
6 185 (2.43%) LangChain
6 185 (2.43%) RESTful
7 183 (2.41%) Node.js
8 178 (2.34%) REST
9 154 (2.03%) ASP.NET
10 143 (1.88%) ASP.NET Core
11 142 (1.87%) .NET Core
12 141 (1.85%) TensorFlow
13 137 (1.80%) Kafka
14 125 (1.64%) scikit-learn
15 117 (1.54%) FastAPI
15 117 (1.54%) ML.NET
16 99 (1.30%) PySpark
17 97 (1.28%) Pandas
18 95 (1.25%) Blazor
Miscellaneous
1 494 (6.50%) Cloud Native
2 335 (4.41%) AI Agents
3 286 (3.76%) Social Media
4 232 (3.05%) Product Ownership
5 225 (2.96%) Onboarding
6 212 (2.79%) Distributed Systems
7 180 (2.37%) Algorithms
8 133 (1.75%) Robotics
9 123 (1.62%) Self-Motivation
10 122 (1.60%) Low-Code
10 122 (1.60%) Management Information System
11 107 (1.41%) Data Centre
12 92 (1.21%) Mobile App
13 86 (1.13%) Legacy Systems
14 81 (1.07%) Virtual Team
15 76 (1.00%) Enterprise Software
16 66 (0.87%) Public Cloud
16 66 (0.87%) Security Posture
17 63 (0.83%) Greenfield Project
17 63 (0.83%) Video\Live Streaming
Operating Systems
1 165 (2.17%) Windows
2 149 (1.96%) Linux
3 68 (0.89%) Android
4 56 (0.74%) Windows Server
5 53 (0.70%) Apple iOS
6 24 (0.32%) VMS
7 14 (0.18%) Mac OS
8 13 (0.17%) Unix
9 11 (0.14%) Ubuntu
10 5 (0.066%) Windows Server 2016
11 3 (0.039%) Debian
11 3 (0.039%) Gentoo
11 3 (0.039%) Kali Linux
11 3 (0.039%) Robot Operating System
12 2 (0.026%) Embedded Linux
12 2 (0.026%) Windows Server 2019
13 1 (0.013%) AIX
13 1 (0.013%) Alpine Linux
13 1 (0.013%) FreeRTOS
13 1 (0.013%) Red Hat Enterprise Linux
Processes & Methodologies
1 1,570 (20.65%) Machine Learning
2 1,494 (19.65%) Analytics
3 1,342 (17.65%) Business Intelligence
4 1,270 (16.70%) Agile
5 1,096 (14.41%) Roadmaps
6 1,009 (13.27%) CI/CD
7 978 (12.86%) Software Engineering
8 852 (11.20%) Problem-Solving
9 807 (10.61%) Decision-Making
10 788 (10.36%) LLM
11 747 (9.82%) Continuous Improvement
12 731 (9.61%) DevOps
13 713 (9.38%) Mentoring
14 664 (8.73%) Generative AI
15 606 (7.97%) Full-Stack Development
16 598 (7.86%) Data Science
17 512 (6.73%) Artificial Intelligence Engineering
17 512 (6.73%) Data Engineering
18 471 (6.19%) Stakeholder Management
19 456 (6.00%) Customer Experience
Programming Languages
1 2,888 (37.98%) Python
2 1,785 (23.47%) SQL
3 421 (5.54%) JavaScript
4 415 (5.46%) C#
5 333 (4.38%) TypeScript
6 297 (3.91%) Java
7 143 (1.88%) C++
8 124 (1.63%) PowerShell
9 96 (1.26%) Bash
10 92 (1.21%) Go
11 64 (0.84%) Bicep
12 52 (0.68%) C
13 49 (0.64%) PHP
13 49 (0.64%) R
14 45 (0.59%) Rust
15 36 (0.47%) Scala
16 29 (0.38%) Kotlin
17 27 (0.36%) Kusto Query Language
18 26 (0.34%) Data Analysis Expressions
19 25 (0.33%) Ruby
Qualifications
1 1,297 (17.06%) Azure Certification
2 732 (9.63%) Degree
3 425 (5.59%) Security Cleared
4 251 (3.30%) SC Cleared
5 174 (2.29%) Computer Science Degree
6 141 (1.85%) AWS Certification
7 137 (1.80%) Master's Degree
8 123 (1.62%) DV Cleared
9 94 (1.24%) PhD
10 90 (1.18%) ACCA
11 74 (0.97%) DBS Check
12 66 (0.87%) CIMA
13 61 (0.80%) Microsoft Certification
14 59 (0.78%) AWS Certified Cloud Practitioner
15 53 (0.70%) CISSP
16 42 (0.55%) AWS Certified Solutions Architect
17 37 (0.49%) Cisco Certification
18 25 (0.33%) TOGAF Certification
19 20 (0.26%) Microsoft Certified Professional
20 19 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 398 (5.23%) Accessibility
2 348 (4.58%) Data Quality
3 224 (2.95%) GDPR
4 217 (2.85%) QA
5 109 (1.43%) ISO/IEC 27001
6 92 (1.21%) GRC
7 79 (1.04%) NIST
8 78 (1.03%) WCAG
9 56 (0.74%) SLA
10 52 (0.68%) California Consumer Privacy Act
11 39 (0.51%) IFRS
12 35 (0.46%) Cyber Essentials
13 31 (0.41%) PMO
14 27 (0.36%) PCI DSS
15 20 (0.26%) HIPAA
15 20 (0.26%) SOC 2
16 19 (0.25%) EU AI Act
17 17 (0.22%) Cyber Essentials PLUS
17 17 (0.22%) Sarbanes-Oxley
18 15 (0.20%) ISO/IEC 42001
System Software
1 390 (5.13%) Docker
2 104 (1.37%) Active Directory
3 99 (1.30%) Virtual Machines
4 29 (0.38%) VMware Infrastructure
5 22 (0.29%) Firmware
6 19 (0.25%) vSphere
7 18 (0.24%) Virtual Desktop
8 10 (0.13%) Embedded Firmware
8 10 (0.13%) Hyper-V
9 6 (0.079%) IAG
10 3 (0.039%) Kamailio
11 1 (0.013%) Apache Flume
11 1 (0.013%) VMware NSX
Systems Management
1 407 (5.35%) Kubernetes
2 320 (4.21%) Terraform
3 58 (0.76%) Microsoft Intune
4 56 (0.74%) Grafana
5 55 (0.72%) Ansible
6 49 (0.64%) Prometheus
7 17 (0.22%) Single Sign-On
8 15 (0.20%) Argo
8 15 (0.20%) Kubeflow
9 11 (0.14%) Puppet
10 10 (0.13%) Podman
11 8 (0.11%) Proxmox
12 7 (0.092%) Nagios
13 5 (0.066%) Autotask
13 5 (0.066%) Control-M
13 5 (0.066%) Functional Safety
14 4 (0.053%) Active Directory Federation Services
14 4 (0.053%) Istio
14 4 (0.053%) Progress Chef
14 4 (0.053%) vCenter Server
Vendors
1 2,034 (26.75%) Microsoft
2 335 (4.41%) Databricks
3 261 (3.43%) Adobe
4 249 (3.27%) Google
5 195 (2.56%) OpenAI
6 135 (1.78%) Dell
7 118 (1.55%) Salesforce
8 95 (1.25%) Oracle
9 88 (1.16%) ServiceNow
10 86 (1.13%) Cisco
11 82 (1.08%) SAP
12 77 (1.01%) Foundry
13 57 (0.75%) HubSpot
14 49 (0.64%) Apple
15 43 (0.57%) Informatica
15 43 (0.57%) Palantir
16 40 (0.53%) CrowdStrike
17 39 (0.51%) VMware
18 38 (0.50%) Palo Alto
19 37 (0.49%) Sage