AeroMatrix 12 · 9 hours ago
Prognostics Design Summer Intern 2026-Non Computer Science Backgrounds
United States
Internship
Remote
Intern
$50/hr - $70/hr
Start in 2026 SummerAeroMatrix 12 is seeking a highly motivated Summer Intern to join their Fleet Health Management and Remote Diagnostics team. The intern will support the development of a unified Vehicle and Fleet Health Management framework, focusing on predictive diagnostics and intelligent fault management across multiple vehicle platforms.
Aviation & Aerospace
Responsibilities
Support Lucid’s Fleet Health Management (FHM) and Prognostics and Health Management (PHM) initiatives
Contribute to the development of a unified framework for monitoring and managing vehicle health at both individual vehicle and fleet levels
System Health Modeling: Develop models that represent the health of vehicle components, subsystems, and full systems using telemetry data, engineering design inputs, and software diagnostics
Knowledge Base Development: Design and expand a flexible, scalable diagnostic knowledge base that integrates vehicle architecture, hardware, and software, enabling support across multiple trims and vehicle platforms
AI/ML-Driven Fault Detection: Apply machine learning techniques to detect early signs of failure, isolate root causes, and recommend mitigation strategies before issues escalate
Knowledge Graph & LLM Integration: Explore the use of knowledge graphs and large language models to enhance fault reasoning, automate diagnostic logic creation, and improve system explainability and scalability
Collaborate closely with system architects and technical specialists to translate engineering expertise into actionable diagnostic and prognostic models
Qualification
Required
Strong understanding of AI/ML techniques applied to Prognostics and Health Management (PHM), particularly early fault detection, fault isolation, and mitigation strategies
Solid foundation in systems engineering and/or vehicle architecture
Experience in data analysis and machine learning, with emphasis on time-series data and anomaly detection
Familiarity with PHM principles and methodologies
Exposure to knowledge representation methods, including knowledge graphs
Proficiency in Python or similar programming languages and relevant AI/ML libraries
Strong written and verbal communication skills
Ability to work both independently and collaboratively in a team-based environment
Field of study in Electrical Engineering, Mechanical Engineering, or a closely related discipline
Currently enrolled in a Master's or PhD program at an accredited institution
Proof of current enrollment or enrollment in an upcoming academic term (MS or PhD)
Experience with vehicle telemetry systems or signal processing techniques
Familiarity with large language models (LLMs) or generative AI frameworks
Exposure to semantic modeling or ontology development concepts
Company
AeroMatrix 12
AeroMatrix 12 is an aerospace engineering company dedicated to improving aircraft design through aerodynamic analysis, material optimization, and advanced simulation models.
Founded in 2024
2-10 employees
Funding
Current Stage
Early StageCompany data provided by crunchbase