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

6 months to
25 Jun 2026
Same period 2025 Same period 2024
Rank 10 14 50
Rank change year-on-year +4 +36 +73
Permanent jobs citing AI 7,583 4,599 4,661
As % of all permanent jobs in the UK 7.99% 10.15% 4.35%
As % of the Processes & Methodologies category 10.89% 11.00% 5.30%
Number of salaries quoted 4,128 1,438 2,198
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 £64,000 £60,000
% change year-on-year -2.34% +6.67% -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 69,638 41,796 87,970
As % of all permanent jobs advertised in the UK 73.33% 92.22% 82.12%
Number of salaries quoted 48,019 22,539 62,354
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 £52,679 £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 25 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 25 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 6,852 £70,000 +5.59% 2,015
UK excluding London -3 4,508 £62,500 -2.34% 1,584
London +17 2,604 £85,000 -5.56% 901
Work from Home -2 2,361 £69,973 +5.70% 1,008
North of England +13 1,409 £67,500 +26.42% 393
South East -1 1,021 £60,000 +21.83% 622
Midlands -8 729 £55,000 -7.76% 185
North West +32 694 £70,000 +7.69% 245
Yorkshire -3 523 £65,000 +153.66% 105
South West 0 493 £62,500 +4.17% 181
East of England +19 491 £60,000 -9.39% 128
West Midlands -5 457 £55,000 -5.78% 106
East Midlands -14 271 £52,500 -12.50% 79
Scotland 0 213 £70,000 +38.76% 65
North East -1 192 £65,000 +106.35% 47
Wales +23 130 £55,000 -19.12% 42
Northern Ireland +7 52 £72,500 - 9

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
1 137 (1.81%) SharePoint
2 118 (1.56%) Apache Airflow
3 103 (1.36%) Apache Spark
4 72 (0.95%) CMS
5 71 (0.94%) Confluence
6 65 (0.86%) Jupyter
7 54 (0.71%) Apache
8 43 (0.57%) 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 (0.040%) Camunda
17 3 (0.040%) JBoss
17 3 (0.040%) WebSphere
Applications
1 978 (12.90%) Microsoft Excel
2 110 (1.45%) Chatbot
3 72 (0.95%) Microsoft Office
4 45 (0.59%) Microsoft PowerPoint
4 45 (0.59%) UserZoom
5 26 (0.34%) Spreadsheet
6 24 (0.32%) MS Visio
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 (0.040%) Adobe XD
13 3 (0.040%) Productboard
Business Applications
1 37 (0.49%) Dynamics CRM
2 34 (0.45%) SAP S/4HANA
3 24 (0.32%) Cloudability
4 15 (0.20%) 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 (0.040%) Dynamics GP
8 3 (0.040%) Dynamics NAV
8 3 (0.040%) Oracle EBS
8 3 (0.040%) Relativity
8 3 (0.040%) Sage 200
8 3 (0.040%) Shopify
9 2 (0.026%) Oracle Applications
9 2 (0.026%) Unit4 Business World
Cloud Services
1 2,721 (35.88%) Azure
2 1,501 (19.79%) Azure AI
3 1,382 (18.22%) Power Platform
4 1,197 (15.79%) AWS
5 567 (7.48%) SaaS
6 473 (6.24%) GCP
7 326 (4.30%) Microsoft 365
8 282 (3.72%) GitHub
9 244 (3.22%) Azure DevOps
10 237 (3.13%) Microsoft Copilot
11 214 (2.82%) Snowflake
12 199 (2.62%) Serverless
13 195 (2.57%) Adobe Analytics
14 165 (2.18%) Anthropic Claude
15 139 (1.83%) Cloud Computing
16 132 (1.74%) Azure Synapse Analytics
17 129 (1.70%) Figma
18 127 (1.67%) Entra ID
18 127 (1.67%) GitHub Copilot
19 124 (1.64%) Power Automate
Communications & Networking
1 353 (4.66%) Broadband
2 80 (1.05%) Firewall
3 67 (0.88%) VPN
4 60 (0.79%) Network Security
5 54 (0.71%) Internet
6 47 (0.62%) DNS
7 30 (0.40%) 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 (0.15%) VXLAN
14 11 (0.15%) Wireless
15 10 (0.13%) Intranet
15 10 (0.13%) LAN
15 10 (0.13%) Wi-Fi
Database & Business Intelligence
1 1,203 (15.86%) Power BI
2 1,025 (13.52%) Tableau
3 232 (3.06%) MongoDB
4 201 (2.65%) SQL Server
5 199 (2.62%) Data Warehouse
6 158 (2.08%) Azure SQL Database
7 154 (2.03%) Data Lake
8 152 (2.00%) PostgreSQL
9 118 (1.56%) Metadata
10 94 (1.24%) NoSQL
11 85 (1.12%) BigQuery
12 84 (1.11%) Big Data
13 74 (0.98%) Elasticsearch
13 74 (0.98%) MySQL
13 74 (0.98%) Relational Database
14 58 (0.76%) Looker
15 49 (0.65%) Redis
16 48 (0.63%) Pinecone
17 46 (0.61%) Semantic Layer
18 45 (0.59%) Amazon Redshift
Development Applications
1 218 (2.87%) Git
2 103 (1.36%) Claude Code
3 90 (1.19%) JIRA
4 81 (1.07%) Jenkins
5 70 (0.92%) GitLab
5 70 (0.92%) MLflow
6 61 (0.80%) Visual Studio Code
7 32 (0.42%) Selenium
8 26 (0.34%) Postman
9 25 (0.33%) IBM UrbanCode
9 25 (0.33%) Snyk
10 21 (0.28%) Cypress.io
11 14 (0.18%) JUnit
11 14 (0.18%) Maven
11 14 (0.18%) Vite
12 12 (0.16%) SpecFlow
13 11 (0.15%) Gradle
14 9 (0.12%) Visual Studio
15 8 (0.11%) Cucumber
15 8 (0.11%) JMeter
General
1 2,553 (33.67%) Social Skills
2 1,357 (17.90%) Finance
3 648 (8.55%) Analytical Skills
4 503 (6.63%) Marketing
5 477 (6.29%) Inclusion and Diversity
6 365 (4.81%) Games
7 337 (4.44%) Public Sector
8 321 (4.23%) Legal
9 278 (3.67%) Law
10 271 (3.57%) Retail
11 229 (3.02%) Banking
12 179 (2.36%) Manufacturing
13 149 (1.96%) Organisational Skills
14 143 (1.89%) Influencing Skills
15 95 (1.25%) Advertising
16 82 (1.08%) Presentation Skills
17 78 (1.03%) Financial Institution
18 74 (0.98%) Legal Technology
19 70 (0.92%) Automotive
20 66 (0.87%) Telecoms
Job Titles
1 1,202 (15.85%) Analyst
2 1,103 (14.55%) Senior
3 940 (12.40%) Data Analyst
4 913 (12.04%) Junior
5 887 (11.70%) Junior Analyst
6 882 (11.63%) Junior Data Analyst
7 819 (10.80%) Lead
8 722 (9.52%) Developer
9 639 (8.43%) Artificial Intelligence Engineer
10 631 (8.32%) Architect
11 396 (5.22%) Software Engineer
12 289 (3.81%) Data Engineer
13 285 (3.76%) Consultant
14 260 (3.43%) Solutions Architect
15 191 (2.52%) Python Engineer
16 178 (2.35%) Data Scientist
17 162 (2.14%) .NET Developer
18 138 (1.82%) Full-Stack Developer
19 136 (1.79%) Data Architect
20 131 (1.73%) Senior Developer
Libraries, Frameworks & Software Standards
1 407 (5.37%) React
2 377 (4.97%) .NET
3 200 (2.64%) CSS
4 194 (2.56%) PyTorch
5 189 (2.49%) HTML
6 185 (2.44%) LangChain
6 185 (2.44%) RESTful
7 181 (2.39%) Node.js
8 176 (2.32%) REST
9 154 (2.03%) ASP.NET
10 143 (1.89%) .NET Core
10 143 (1.89%) ASP.NET Core
10 143 (1.89%) TensorFlow
11 137 (1.81%) Kafka
12 125 (1.65%) scikit-learn
13 117 (1.54%) ML.NET
14 116 (1.53%) FastAPI
15 99 (1.31%) PySpark
16 97 (1.28%) Pandas
17 96 (1.27%) Blazor
Miscellaneous
1 493 (6.50%) Cloud Native
2 335 (4.42%) AI Agents
3 285 (3.76%) Social Media
4 231 (3.05%) Product Ownership
5 221 (2.91%) Onboarding
6 211 (2.78%) Distributed Systems
7 180 (2.37%) Algorithms
8 133 (1.75%) Robotics
9 123 (1.62%) Self-Motivation
10 120 (1.58%) Management Information System
11 118 (1.56%) Low-Code
12 107 (1.41%) Data Centre
13 93 (1.23%) Mobile App
14 86 (1.13%) Legacy Systems
15 80 (1.05%) Virtual Team
16 76 (1.00%) Enterprise Software
17 67 (0.88%) Public Cloud
18 65 (0.86%) Security Posture
19 63 (0.83%) Greenfield Project
19 63 (0.83%) Video\Live Streaming
Operating Systems
1 165 (2.18%) Windows
2 147 (1.94%) Linux
3 69 (0.91%) Android
4 56 (0.74%) Windows Server
5 54 (0.71%) Apple iOS
6 24 (0.32%) VMS
7 14 (0.18%) Mac OS
8 13 (0.17%) Unix
9 11 (0.15%) Ubuntu
10 5 (0.066%) Windows Server 2016
11 3 (0.040%) Kali Linux
11 3 (0.040%) Robot Operating System
12 2 (0.026%) Debian
12 2 (0.026%) Embedded Linux
12 2 (0.026%) Gentoo
12 2 (0.026%) Windows Server 2019
13 1 (0.013%) AIX
13 1 (0.013%) Alpine Linux
13 1 (0.013%) Red Hat Enterprise Linux
13 1 (0.013%) Windows 10
Processes & Methodologies
1 1,569 (20.69%) Machine Learning
2 1,486 (19.60%) Analytics
3 1,339 (17.66%) Business Intelligence
4 1,263 (16.66%) Agile
5 1,086 (14.32%) Roadmaps
6 1,005 (13.25%) CI/CD
7 973 (12.83%) Software Engineering
8 846 (11.16%) Problem-Solving
9 800 (10.55%) Decision-Making
10 788 (10.39%) LLM
11 739 (9.75%) Continuous Improvement
12 728 (9.60%) DevOps
13 709 (9.35%) Mentoring
14 663 (8.74%) Generative AI
15 605 (7.98%) Full-Stack Development
16 601 (7.93%) Data Science
17 512 (6.75%) Data Engineering
18 511 (6.74%) Artificial Intelligence Engineering
19 468 (6.17%) Stakeholder Management
20 455 (6.00%) Customer Experience
Programming Languages
1 2,890 (38.11%) Python
2 1,780 (23.47%) SQL
3 415 (5.47%) JavaScript
4 414 (5.46%) C#
5 333 (4.39%) TypeScript
6 299 (3.94%) Java
7 142 (1.87%) C++
8 123 (1.62%) PowerShell
9 97 (1.28%) Bash
10 92 (1.21%) Go
11 63 (0.83%) Bicep
12 52 (0.69%) C
13 49 (0.65%) PHP
13 49 (0.65%) R
14 44 (0.58%) Rust
15 38 (0.50%) Scala
16 29 (0.38%) Kotlin
17 27 (0.36%) Data Analysis Expressions
17 27 (0.36%) Kusto Query Language
18 24 (0.32%) Ruby
Qualifications
1 1,298 (17.12%) Azure Certification
2 730 (9.63%) Degree
3 425 (5.60%) Security Cleared
4 252 (3.32%) SC Cleared
5 170 (2.24%) Computer Science Degree
6 138 (1.82%) AWS Certification
7 136 (1.79%) Master's Degree
8 123 (1.62%) DV Cleared
9 97 (1.28%) PhD
10 90 (1.19%) ACCA
11 74 (0.98%) DBS Check
12 66 (0.87%) CIMA
13 62 (0.82%) Microsoft Certification
14 58 (0.76%) AWS Certified Cloud Practitioner
15 52 (0.69%) CISSP
16 41 (0.54%) AWS Certified Solutions Architect
17 36 (0.47%) Cisco Certification
18 24 (0.32%) TOGAF Certification
19 20 (0.26%) Microsoft Certified Professional
20 19 (0.25%) BPSS Clearance
Quality Assurance & Compliance
1 399 (5.26%) Accessibility
2 342 (4.51%) Data Quality
3 222 (2.93%) GDPR
4 216 (2.85%) QA
5 109 (1.44%) ISO/IEC 27001
6 92 (1.21%) GRC
7 79 (1.04%) NIST
7 79 (1.04%) WCAG
8 56 (0.74%) SLA
9 52 (0.69%) California Consumer Privacy Act
10 39 (0.51%) IFRS
11 34 (0.45%) Cyber Essentials
12 31 (0.41%) PMO
13 27 (0.36%) PCI DSS
14 20 (0.26%) EU AI Act
14 20 (0.26%) HIPAA
15 19 (0.25%) SOC 2
16 17 (0.22%) Cyber Essentials PLUS
16 17 (0.22%) Sarbanes-Oxley
17 16 (0.21%) ISO/IEC 42001
System Software
1 391 (5.16%) Docker
2 105 (1.38%) Active Directory
3 99 (1.31%) Virtual Machines
4 28 (0.37%) 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 (0.040%) Kamailio
11 1 (0.013%) Apache Flume
11 1 (0.013%) VMware NSX
Systems Management
1 408 (5.38%) Kubernetes
2 320 (4.22%) Terraform
3 59 (0.78%) Microsoft Intune
4 56 (0.74%) Grafana
5 54 (0.71%) Ansible
6 50 (0.66%) Prometheus
7 18 (0.24%) Single Sign-On
8 15 (0.20%) Argo
8 15 (0.20%) Kubeflow
9 11 (0.15%) Puppet
10 9 (0.12%) 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 2,026 (26.72%) Microsoft
2 334 (4.40%) Databricks
3 260 (3.43%) Adobe
4 251 (3.31%) Google
5 196 (2.58%) OpenAI
6 135 (1.78%) Dell
7 116 (1.53%) Salesforce
8 94 (1.24%) Oracle
9 88 (1.16%) ServiceNow
10 86 (1.13%) Cisco
11 82 (1.08%) SAP
12 77 (1.02%) Foundry
13 57 (0.75%) HubSpot
14 49 (0.65%) Apple
15 44 (0.58%) Palantir
16 43 (0.57%) Informatica
17 40 (0.53%) CrowdStrike
18 38 (0.50%) Palo Alto
18 38 (0.50%) VMware
19 36 (0.47%) Sage