Senior Research Scientist, Perception Machine Learning
Description For Senior Research Scientist, Perception Machine Learning
Venti Technologies, a leader in autonomous logistics systems, is seeking a Senior Research Scientist to join their perception team in Singapore. The company, founded in 2018, has offices in Cambridge (MA, USA), Suzhou (China), and Singapore, focusing on developing autonomous vehicles for industrial and logistics applications.
The role involves working on cutting-edge perception algorithms for autonomous vehicles, requiring expertise in deep learning and computer vision. You'll be responsible for the full development cycle from data curation to model deployment, working with multi-modal sensors and complex perception systems.
As a Senior Research Scientist, you'll be part of a closely-knit team developing innovative solutions for autonomous vehicle perception. The position requires strong technical skills in Python/C++, deep learning frameworks, and real-world robotics experience with ROS/ROS2. Your work will directly impact the company's mission to improve logistics safety and create a greener Earth through autonomous technology.
The ideal candidate should have 5+ years of experience in perception models, preferably with a Ph.D. or M.S. in relevant fields. You'll have the opportunity to work in an international environment with flexible arrangements and contribute to groundbreaking autonomous vehicle technology. The role offers competitive compensation and the chance to work with a world-class team pushing the boundaries of autonomous logistics.
Responsibilities For Senior Research Scientist, Perception Machine Learning
- Work with data team to provide guidance and feedback on data curation, mining, and annotation
- Design and develop deep models for perception systems including object classification, detection, segmentation, tracking
- Optimize and deploy deep models to autonomous vehicles
- Collaborate with cross-functional team to improve perception capabilities
Requirements For Senior Research Scientist, Perception Machine Learning
- Ph.D. or M.S. in Computer Science, Computer Vision, Machine Learning or equivalent
- Strong Python/C++ programming skills
- Proficient in PyTorch/TensorFlow frameworks
- 5+ years experience with modern perception models
- Strong problem-solving skills and analytical mindset
- Ability to write solid technical documentation
- Excellent communication skills
- Hands-on experience with ROS/ROS2
Benefits For Senior Research Scientist, Perception Machine Learning
- Flexible working arrangements
- International working environment
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