Senior Perception Engineer
Micropolis Robotics
Employer Active
Posted on 12 Apr
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Experience
3 - 8 Years
Job Location
Education
Bachelor of Science(Computers), Master of Science
Nationality
Any Nationality
Gender
Not Mentioned
Vacancy
1 Vacancy
Job Description
Roles & Responsibilities
In this role, you will:
- Train and optimize deep learning models that process multi-modal sensor data, including LiDAR point clouds, multi-view camera images, and radar signals.
- Work on multiple autonomous driving stacks including urban, closed community, and off-road environments.
- Develop and improve key perception tasks, including 3D object detection, 3D semantic segmentation, Multi-object tracking, Parking slot detection, and Cost map
- Work with large-scale datasets and state-of-the-art machine learning models using in-house compute infrastructure.
- Validate, benchmark, and iterate on perception algorithms through real-world testing on self-driving vehicle platforms.
Desired Candidate Profile
Minimum 3+ years of experience in Perception systems.
- Bachelor s or Master s degree in Computer Science, Robotics, Mechatronics, or related field.
- Hands-on experience with deep learning applied to at least one sensing modality (camera, LiDAR, or radar).
- Familiarity with modern deep learning architectures, preferably including transformer-based models (e.g., Vision Transformers ViT).
- Strong practical experience with PyTorch.
- Proficient programming skills in Python.
- Strong teamwork and communication skills, with a proactive and learning-oriented mindset.
Strong programming skills in modern C++ 14/17.
Company Industry
Department / Functional Area
Keywords
- Senior Perception Engineer
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Micropolis Robotics