Software Engineer / Senior Software Engineer, ML & ADAS Perception
Vayavya Labs Pvt. Ltd.Match Score
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Job Description
Structured overview of role & requirementsAbout This Role
Develop and tune machine learning models to extract and track actor behavior from ADAS/AV recorded data.
Build and automate simulation artifact generation pipelines integrating ML models and ADAS tracking algorithms.
Validate pipeline outputs by designing tests, metrics, and tools to ensure accuracy and feed corrections into training.
Minimum Requirements
2-3 years of work experience in relevant domains.
Proficiency in Python programming; C++ skills are a plus.
Hands-on experience with deep learning frameworks, preferably PyTorch.
Working knowledge of computer vision techniques: object detection, multi-object tracking, segmentation, and depth estimation.
Ideal Candidate Profile
Experience working with ADAS/AV data and ML pipelines focused on actor tracking and behavior extraction.
Strong understanding of camera geometry and state estimation methods such as Kalman filters.
Comfortable developing and validating models within Linux environments and using version control (Git).