About The ePlane Company

The ePlane Company is at the forefront of India's urban air mobility revolution. Incubated at IIT Madras, we are a deep-tech startup dedicated to designing and building the world's most compact electric flying taxi. Our mission is to make door-to-door flying a reality, drastically reducing commute times and decongesting our cities for a cleaner, greener future. We're a passionate team of engineers, designers, and visionaries working on cutting-edge technology, and we're looking for brilliant minds to help us take flight.

Chart the Course for the Future of Flight

This role builds Machine Learning tools to enable reduction of the engineering workforce’s burden by developing internal ML-based tools across the organisation. This person will develop, research, and deploy ML algorithms across different engineering disciplines with focus towards engineering simulation related tools and building surrogate model libraries.

Roles and Responsibilities
Conduct systematic data audits of existing simulation data including schema assessment, volume, cleanliness,



and gaps; define supplementary data generation requirements
Build and maintain data pipelines for model training, validation, and continuous retraining
Build multi-domain model pipelines that chain individual surrogate models without manual handoff
Develop training pipelines, architecture, and prototyping for ML algorithms
Work on productising research prototypes
Conduct experiments to benchmark current techniques and evaluate model behavior
Develop systematic evaluation methodology: test sets, accuracy metrics, citation quality scoring, false positive/negative analysis
Deploy AI tools to engineering teams with structured pilots, baseline measurement, and documented adoption outcomes

Requirements
Required Qualifications
3+ years ML engineering with a focus on deep learning for scientific or engineering applications
Experience training regression/emulation models on physics or s

📌 Machine Learning Engineer Chennai (India)
🏢 Ubifly Technologies
📍 India