Aumovio
Perception Engineer Intern [IDA:00050]
Singapore · On-site · Full-time
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About the role
Description from the employer’s posting. Check the employer’s page for the current version.
- EmployerAumovio
- LocationSingapore
- Work styleOn-site
- Employment typeFull-time
- Employer posted
As a team member of the Innovation team, you will be involved in the software development of innovative system solutions. This role offers hands-on experience in developing algorithms and systems that enable intelligent visual understanding for real-world applications, along with opportunities to contribute to research and innovation.
Intern would be working together with the R&D innovation team in the following tasks:
a) Assist in designing, implementing, and optimizing computer vision and perception algorithms.
b) Develop and test object detection, tracking, and recognition models using state-of-the-art techniques.
c) Conduct research on emerging computer vision methods, including literature reviews and benchmarking new algorithms.
d) Experiment novel approaches for object detection and perception.
e) Work with large datasets to train and evaluate models.
f) Collaborate with senior engineers and researchers to integrate vision algorithms into production systems.
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a) Familiar with programming languages such as, Python, C/C++ etc
b) Understanding of computer vision concepts such as image processing, feature extraction and perception systems
c) Experience with object detection algorithms (e.g. YOLO, Faster R-CNN, SSD)
d) Exposure to SLAM, sensor fusion, or 3D perception will be an advantage
e) Experience with OpenCV and GPU acceleration (CUDA) will be an advantage
f) Basic understandings on deep learning frameworks (e.g. TensorFlow, PyTorch) will be an advantage
g) Basic understandings on deep neural networks, hyperparameter tuning, agentic AI will be an advantage
h) Good communication and problem-solving skills, and ability to work independently.
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At a glance
- Work styleOn-site
- Employment typeFull-time
- SeniorityIntern
- Employer posted
- Added to ROLIVA
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Skills in this posting
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