Robynex Automation · 1 day ago
Prognostics Design Summer Intern 2026
United States
Internship
Remote
Intern
$50/hr - $70/hr
Start in 2026 SummerRobynex Automation is an internationally recognized HR consultancy firm focused on leveraging AI-driven systems. They are seeking a Summer Intern to support the development of a unified Vehicle and Fleet Health Management framework, contributing to predictive diagnostics and intelligent fault management across vehicle platforms.
Information Technology & Services
Responsibilities
Contribute to Fleet Health Management (FHM) and Prognostics & Health Management (PHM) initiatives
Support the development of a unified framework for monitoring and managing vehicle health at both individual and fleet levels
Develop system health models representing components, subsystems, and full vehicle systems using telemetry data, engineering inputs, and software diagnostics
Build and maintain a scalable diagnostic knowledge base integrating vehicle architecture, hardware, and software across multiple trims and vehicle types
Apply AI/ML techniques for early fault detection, root-cause isolation, and proactive mitigation strategies
Explore the use of knowledge graphs and large language models (LLMs) to enhance fault reasoning, automate diagnostic logic, and improve system explainability
Collaborate with system architects and technical specialists to translate engineering knowledge into actionable diagnostic and prognostic models
Qualification
Required
Strong understanding of AI/ML techniques applied to Prognostics and Health Management (PHM)
Solid foundation in systems engineering or vehicle architecture
Experience with data analysis and machine learning, particularly time-series analysis and anomaly detection
Familiarity with PHM concepts and diagnostic methodologies
Exposure to knowledge representation techniques such as knowledge graphs
Proficiency in Python or similar programming languages and AI/ML libraries
Excellent written and verbal communication skills
Ability to work both independently and collaboratively in a team environment
Field of study: Electrical Engineering, Mechanical Engineering, or a related discipline
Currently enrolled in a Master's or PhD program at an accredited university
Proof of enrollment in a current or upcoming MS/PhD program
Preferred
Experience with vehicle telemetry systems or signal processing
Familiarity with LLMs or generative AI frameworks
Exposure to semantic modeling or ontology development
Company
Robynex Automation
Robynex Automation develops robotic and automated systems that transform how industries produce, assemble, and operate.
Founded in 2024
11-50 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase