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

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 10 16 49
Rank change year-on-year +6 +33 +66
Permanent jobs citing AI 7,307 4,494 4,770
As % of all permanent jobs in the UK 7.81% 10.08% 4.40%
As % of the Processes & Methodologies category 10.72% 10.89% 5.37%
Number of salaries quoted 3,928 1,396 2,213
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 £64,000 £60,000
% change year-on-year -2.34% +6.67% -12.82%

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 68,162 41,264 88,785
As % of all permanent jobs advertised in the UK 72.90% 92.57% 81.89%
Number of salaries quoted 46,887 22,044 62,842
10th Percentile £30,000 £28,822 £29,607
25th Percentile £41,250 £39,000 £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 £91,991
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 17 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 17 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 6,602 £70,000 +5.52% 6,804
UK excluding London -1 4,360 £62,500 -2.34% 5,843
London +17 2,486 £85,000 -5.56% 2,469
Work from Home -3 2,270 £70,000 +5.74% 5,498
North of England +12 1,354 £67,500 +22.73% 1,267
South East 0 997 £60,000 +20.00% 1,433
Midlands -8 717 £55,000 -4.48% 694
North West +32 663 £72,500 +11.54% 645
Yorkshire -4 507 £65,000 +153.66% 411
South West 0 474 £62,000 +3.33% 567
East of England +21 473 £60,000 -9.39% 741
West Midlands -5 452 £55,000 -4.35% 345
East Midlands -14 264 £52,500 -8.95% 347
Scotland -1 208 £70,000 +39.38% 594
North East +1 184 £65,000 +75.68% 213
Wales +21 115 £53,585 -22.34% 311
Northern Ireland +13 52 £72,500 - 341

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
1 125 (1.71%) SharePoint
2 119 (1.63%) Apache Airflow
3 103 (1.41%) Apache Spark
4 72 (0.99%) Confluence
5 71 (0.97%) CMS
6 66 (0.90%) Jupyter
7 53 (0.73%) Apache
8 38 (0.52%) WordPress
9 35 (0.48%) Microsoft Exchange
10 27 (0.37%) ArcGIS
10 27 (0.37%) Palantir Foundry
11 18 (0.25%) SAS
12 7 (0.096%) Appian
12 7 (0.096%) Headless CMS
12 7 (0.096%) Sitecore CMS
13 4 (0.055%) ColdFusion
13 4 (0.055%) IIS
13 4 (0.055%) JBoss
13 4 (0.055%) Oracle Workflow
13 4 (0.055%) WebSphere
Applications
1 979 (13.40%) Microsoft Excel
2 108 (1.48%) Chatbot
3 70 (0.96%) Microsoft Office
4 52 (0.71%) Microsoft PowerPoint
5 45 (0.62%) UserZoom
6 27 (0.37%) Spreadsheet
7 23 (0.31%) MS Visio
8 14 (0.19%) Adobe Creative Suite
8 14 (0.19%) Photoshop
9 13 (0.18%) Adobe After Effects
9 13 (0.18%) Adobe Illustrator
10 9 (0.12%) InDesign
10 9 (0.12%) Simulink
11 6 (0.082%) Camtasia
11 6 (0.082%) Microsoft Project
12 5 (0.068%) Adobe Premiere
13 4 (0.055%) CapCut
13 4 (0.055%) Sketch
14 3 (0.041%) Adobe XD
14 3 (0.041%) Productboard
Business Applications
1 36 (0.49%) Dynamics CRM
2 24 (0.33%) Cloudability
2 24 (0.33%) SAP S/4HANA
3 15 (0.21%) NetSuite
4 8 (0.11%) Sage 50
5 6 (0.082%) Oracle ERP
5 6 (0.082%) Salesforce CRM
6 5 (0.068%) Distributed Ledger
7 4 (0.055%) Dynamics AX
7 4 (0.055%) Oracle EBS
8 3 (0.041%) Dynamics GP
8 3 (0.041%) Dynamics NAV
8 3 (0.041%) Relativity
8 3 (0.041%) SAP MDG
8 3 (0.041%) Shopify
8 3 (0.041%) Sparx Enterprise Architect
8 3 (0.041%) Workday HCM
9 2 (0.027%) Oracle Procure-to-Pay
9 2 (0.027%) Payment Gateway
9 2 (0.027%) Sage 200
Cloud Services
1 2,639 (36.12%) Azure
2 1,462 (20.01%) Azure AI
3 1,348 (18.45%) Power Platform
4 1,107 (15.15%) AWS
5 551 (7.54%) SaaS
6 455 (6.23%) GCP
7 305 (4.17%) Microsoft 365
8 254 (3.48%) GitHub
9 223 (3.05%) Azure DevOps
10 214 (2.93%) Snowflake
11 213 (2.92%) Microsoft Copilot
12 194 (2.65%) Adobe Analytics
13 174 (2.38%) Serverless
14 153 (2.09%) Anthropic Claude
15 133 (1.82%) Figma
16 124 (1.70%) Azure Synapse Analytics
17 120 (1.64%) Entra ID
18 119 (1.63%) GitHub Copilot
19 115 (1.57%) Azure Machine Learning
20 112 (1.53%) Power Automate
Communications & Networking
1 352 (4.82%) Broadband
2 76 (1.04%) Firewall
3 56 (0.77%) VPN
4 53 (0.73%) Network Security
5 39 (0.53%) DNS
6 29 (0.40%) Internet
7 27 (0.37%) TCP/IP
7 27 (0.37%) WAN
8 23 (0.31%) Unified Communications
8 23 (0.31%) VLAN
9 19 (0.26%) DHCP
9 19 (0.26%) HTTP
10 16 (0.22%) MQTT
11 15 (0.21%) BGP
11 15 (0.21%) OSPF
12 10 (0.14%) Intranet
12 10 (0.14%) VoIP
12 10 (0.14%) VXLAN
13 9 (0.12%) LAN
13 9 (0.12%) Wi-Fi
Database & Business Intelligence
1 1,184 (16.20%) Power BI
2 1,028 (14.07%) Tableau
3 208 (2.85%) MongoDB
4 196 (2.68%) SQL Server
5 185 (2.53%) Data Warehouse
6 145 (1.98%) Data Lake
7 143 (1.96%) PostgreSQL
8 126 (1.72%) Azure SQL Database
9 110 (1.51%) Metadata
10 90 (1.23%) NoSQL
11 84 (1.15%) BigQuery
12 76 (1.04%) Big Data
13 72 (0.99%) Elasticsearch
14 65 (0.89%) Relational Database
15 63 (0.86%) MySQL
16 58 (0.79%) Looker
17 47 (0.64%) Pinecone
18 46 (0.63%) Redis
19 43 (0.59%) Semantic Layer
20 42 (0.57%) Amazon Redshift
Development Applications
1 207 (2.83%) Git
2 91 (1.25%) JIRA
3 88 (1.20%) Claude Code
4 75 (1.03%) Jenkins
5 74 (1.01%) MLflow
6 68 (0.93%) GitLab
7 60 (0.82%) Visual Studio Code
8 29 (0.40%) Selenium
9 25 (0.34%) IBM UrbanCode
9 25 (0.34%) Postman
9 25 (0.34%) Snyk
10 19 (0.26%) Cypress.io
11 15 (0.21%) JUnit
12 14 (0.19%) Vite
13 13 (0.18%) Maven
14 12 (0.16%) Gradle
14 12 (0.16%) SpecFlow
15 9 (0.12%) Visual Studio
16 8 (0.11%) Cucumber
16 8 (0.11%) JMeter
General
1 2,494 (34.13%) Social Skills
2 1,290 (17.65%) Finance
3 626 (8.57%) Analytical Skills
4 482 (6.60%) Marketing
5 475 (6.50%) Inclusion and Diversity
6 360 (4.93%) Games
7 314 (4.30%) Legal
8 300 (4.11%) Public Sector
9 266 (3.64%) Law
10 258 (3.53%) Retail
11 222 (3.04%) Banking
12 166 (2.27%) Manufacturing
13 149 (2.04%) Organisational Skills
14 134 (1.83%) Influencing Skills
15 87 (1.19%) Advertising
16 75 (1.03%) Financial Institution
16 75 (1.03%) Legal Technology
16 75 (1.03%) Presentation Skills
17 69 (0.94%) Automotive
18 66 (0.90%) Telecoms
Job Titles
1 1,187 (16.24%) Analyst
2 1,038 (14.21%) Senior
3 936 (12.81%) Data Analyst
4 910 (12.45%) Junior
5 885 (12.11%) Junior Analyst
6 882 (12.07%) Junior Data Analyst
7 797 (10.91%) Lead
8 681 (9.32%) Developer
9 624 (8.54%) Artificial Intelligence Engineer
10 578 (7.91%) Architect
11 360 (4.93%) Software Engineer
12 279 (3.82%) Data Engineer
13 275 (3.76%) Consultant
14 226 (3.09%) Solutions Architect
15 182 (2.49%) Python Engineer
16 167 (2.29%) Data Scientist
17 137 (1.87%) .NET Developer
17 137 (1.87%) Full-Stack Developer
18 126 (1.72%) Senior Developer
19 124 (1.70%) Data Architect
Libraries, Frameworks & Software Standards
1 389 (5.32%) React
2 345 (4.72%) .NET
3 191 (2.61%) PyTorch
4 189 (2.59%) CSS
5 179 (2.45%) LangChain
6 176 (2.41%) HTML
7 174 (2.38%) REST
7 174 (2.38%) RESTful
8 168 (2.30%) Node.js
9 141 (1.93%) TensorFlow
10 131 (1.79%) Kafka
11 128 (1.75%) scikit-learn
12 126 (1.72%) ASP.NET
13 118 (1.61%) .NET Core
14 117 (1.60%) ASP.NET Core
15 115 (1.57%) FastAPI
16 101 (1.38%) Pandas
17 94 (1.29%) PySpark
18 93 (1.27%) ML.NET
19 90 (1.23%) AngularJS
Miscellaneous
1 463 (6.34%) Cloud Native
2 308 (4.22%) AI Agents
3 281 (3.85%) Social Media
4 222 (3.04%) Product Ownership
5 203 (2.78%) Distributed Systems
6 176 (2.41%) Algorithms
7 172 (2.35%) Onboarding
8 133 (1.82%) Robotics
9 119 (1.63%) Self-Motivation
10 118 (1.61%) Management Information System
11 117 (1.60%) Low-Code
12 99 (1.35%) Data Centre
13 91 (1.25%) Mobile App
14 80 (1.09%) Legacy Systems
15 77 (1.05%) Virtual Team
16 76 (1.04%) Enterprise Software
17 72 (0.99%) Public Cloud
18 64 (0.88%) Video\Live Streaming
19 60 (0.82%) Data Structures
20 59 (0.81%) Greenfield Project
Operating Systems
1 145 (1.98%) Windows
2 133 (1.82%) Linux
3 65 (0.89%) Android
4 53 (0.73%) Apple iOS
5 49 (0.67%) Windows Server
6 18 (0.25%) VMS
7 15 (0.21%) Unix
8 12 (0.16%) Mac OS
8 12 (0.16%) Ubuntu
9 5 (0.068%) Windows Server 2016
10 3 (0.041%) Robot Operating System
11 2 (0.027%) Windows Server 2019
12 1 (0.014%) AIX
12 1 (0.014%) Alpine Linux
12 1 (0.014%) Debian
12 1 (0.014%) Embedded Linux
12 1 (0.014%) FreeRTOS
12 1 (0.014%) Kali Linux
12 1 (0.014%) Red Hat Enterprise Linux
12 1 (0.014%) Windows 10
Processes & Methodologies
1 1,473 (20.16%) Machine Learning
2 1,404 (19.21%) Analytics
3 1,315 (18.00%) Business Intelligence
4 1,201 (16.44%) Agile
5 1,033 (14.14%) Roadmaps
6 954 (13.06%) CI/CD
7 911 (12.47%) Software Engineering
8 814 (11.14%) Problem-Solving
9 757 (10.36%) Decision-Making
10 750 (10.26%) LLM
11 706 (9.66%) Continuous Improvement
12 686 (9.39%) DevOps
13 651 (8.91%) Mentoring
14 621 (8.50%) Generative AI
15 588 (8.05%) Data Science
16 568 (7.77%) Full-Stack Development
17 502 (6.87%) Data Engineering
18 497 (6.80%) Artificial Intelligence Engineering
19 445 (6.09%) Customer Experience
20 439 (6.01%) Stakeholder Management
Programming Languages
1 2,839 (38.85%) Python
2 1,716 (23.48%) SQL
3 390 (5.34%) JavaScript
4 374 (5.12%) C#
5 314 (4.30%) TypeScript
6 291 (3.98%) Java
7 125 (1.71%) C++
8 109 (1.49%) PowerShell
9 92 (1.26%) Go
10 86 (1.18%) Bash
11 54 (0.74%) Bicep
12 53 (0.73%) R
13 49 (0.67%) C
14 43 (0.59%) PHP
14 43 (0.59%) Rust
15 38 (0.52%) Scala
16 28 (0.38%) Kotlin
17 22 (0.30%) Data Analysis Expressions
18 21 (0.29%) Kusto Query Language
19 15 (0.21%) Swift
Qualifications
1 1,288 (17.63%) Azure Certification
2 688 (9.42%) Degree
3 392 (5.36%) Security Cleared
4 230 (3.15%) SC Cleared
5 156 (2.13%) Computer Science Degree
6 130 (1.78%) Master's Degree
7 124 (1.70%) AWS Certification
8 120 (1.64%) DV Cleared
9 98 (1.34%) PhD
10 88 (1.20%) ACCA
11 73 (1.00%) DBS Check
12 65 (0.89%) CIMA
13 56 (0.77%) AWS Certified Cloud Practitioner
14 54 (0.74%) Microsoft Certification
15 49 (0.67%) CISSP
16 38 (0.52%) Cisco Certification
17 33 (0.45%) AWS Certified Solutions Architect
18 20 (0.27%) PMI Certification
19 19 (0.26%) BPSS Clearance
19 19 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 392 (5.36%) Accessibility
2 319 (4.37%) Data Quality
3 208 (2.85%) GDPR
4 204 (2.79%) QA
5 101 (1.38%) ISO/IEC 27001
6 88 (1.20%) GRC
7 78 (1.07%) WCAG
8 73 (1.00%) NIST
9 53 (0.73%) SLA
10 52 (0.71%) California Consumer Privacy Act
11 38 (0.52%) IFRS
12 32 (0.44%) Cyber Essentials
13 28 (0.38%) PMO
14 25 (0.34%) PCI DSS
15 21 (0.29%) EU AI Act
16 20 (0.27%) HIPAA
17 19 (0.26%) SOC 2
18 18 (0.25%) Sarbanes-Oxley
19 16 (0.22%) Cyber Essentials PLUS
19 16 (0.22%) ISO/IEC 42001
System Software
1 364 (4.98%) Docker
2 98 (1.34%) Virtual Machines
3 95 (1.30%) Active Directory
4 25 (0.34%) Firmware
5 20 (0.27%) VMware Infrastructure
6 12 (0.16%) Virtual Desktop
6 12 (0.16%) vSphere
7 9 (0.12%) Embedded Firmware
8 7 (0.096%) Hyper-V
9 6 (0.082%) IAG
10 3 (0.041%) Kamailio
11 1 (0.014%) Apache Flume
11 1 (0.014%) VMware NSX
Systems Management
1 377 (5.16%) Kubernetes
2 295 (4.04%) Terraform
3 57 (0.78%) Ansible
3 57 (0.78%) Grafana
4 55 (0.75%) Microsoft Intune
5 51 (0.70%) Prometheus
6 20 (0.27%) Single Sign-On
7 15 (0.21%) Kubeflow
8 14 (0.19%) Argo
9 9 (0.12%) Puppet
10 8 (0.11%) Podman
10 8 (0.11%) Proxmox
11 7 (0.096%) Nagios
12 5 (0.068%) Autotask
12 5 (0.068%) Control-M
12 5 (0.068%) Functional Safety
13 4 (0.055%) Active Directory Federation Services
13 4 (0.055%) Istio
13 4 (0.055%) SolarWinds Orion
13 4 (0.055%) vCenter Server
Vendors
1 1,956 (26.77%) Microsoft
2 326 (4.46%) Databricks
3 263 (3.60%) Adobe
4 231 (3.16%) Google
5 187 (2.56%) OpenAI
6 137 (1.87%) Dell
7 116 (1.59%) Salesforce
8 92 (1.26%) Oracle
9 88 (1.20%) Cisco
10 84 (1.15%) ServiceNow
11 67 (0.92%) Foundry
11 67 (0.92%) SAP
12 56 (0.77%) HubSpot
13 52 (0.71%) Apple
14 45 (0.62%) Palantir
15 42 (0.57%) Informatica
16 40 (0.55%) CrowdStrike
17 37 (0.51%) Palo Alto
18 34 (0.47%) Sage
19 33 (0.45%) Tenable