Job Description
VinRobotics, based in Hanoi, Vietnam, is revolutionizing corporate operations with a fleet of autonomous robots addressing labor shortages and challenging tasks. Join our in-office team to help bring our vision of deploying autonomous robots to solve real-world problems.
We are looking for multiple robotic perception engineers. As a robotic perception engineer, you will:
- Collaborate with team members to refine and enhance the perception capability of our robots.
- Train and optimize multi-modality perception networks.
- Manage and own the entire development process, from data preparation to innovative
perception model implementation model training, model deployment, and demo setting.
- Design and deliver high-quality, reliable and robust software for real-world applications.
Required Qualifications:
- Strong background in computer vision with focused applications in robotics.
- Strong experiences in at least one or some topics such as 3D scene and object reconstruction,
depth estimation, neural rendering, object detection, tracking and state estimation, or instance
and semantic segmentation.
- In-depth understanding of different deep learning algorithms.
- Proven expertise in production-level software and machine learning engineering in industry.
- Proficiency with major deep learning frameworks, e.g. PyTorch, Pytoch Lightning.
Bonus Qualifications:
- A track record of publishing and implementing advanced perception solutions.
- Hands-on experience with CUDA and GPU programming.
- Knowledge of neural network deployment techniques, including TensorRT and model
quantization.
- Familiarity with scalable data engineering tools such as Spark, Ray, and SQL.
- Enthusiastic about robots.