Plus 2
Senior Machine Learning Engineer, Perception
Santa Clara, CA · Senior
Sponsorship not specified$145k-$200kDetected 447 days ago
PythonAlgorithmsMachine LearningDeep LearningTensorFlowPyTorchComputer VisionRoboticsElectrical EngineeringSensorsResearch
About the role
- We are seeking a highly skilled Machine Learning Engineer with deep expertise in developing Bird's Eye View (BEV) fusion models using multimodal sensor inputs, particularly LiDAR. You will play a central role in designing scalable perception algorithms that integrate data from camera, LiDAR, and radar sensors to support autonomous driving and 3D scene
- - Design, implement, and optimize BEV-based perception models that fuse camera, LiDAR, and radar inputs.
Responsibilities
- Design, implement, and optimize BEV-based perception models that fuse camera, LiDAR, and radar inputs.
- Collaborate cross-functionally with research, data, and deployment engineers to refine models and support real-world applications.
- Maintain a strong focus on performance, robustness, and scalability for deployment in production systems.
- Ensure team compliance with QMS, monitor quality, and drive process improvements.
- You will play a central role in designing scalable perception algorithms that integrate data from camera, LiDAR, and radar sensors to support autonomous driving and 3D scene understanding.
Requirements
- Required Skills:
Nice to have
- Preferred Skills:
Skills
- Ph.D. or Masters in AI, Computer Science, Electrical Engineering, Robotics, or a related field.
- Ph.D. new grad or Masters + 3 years industry experience
- Strong expertise in PyTorch, TensorFlow, or JAX.
- Proven experience with LiDAR-based 3D perception and BEV representation models
- Deep understanding of multimodal sensor fusion architectures and techniques.
- Familiarity with camera, LiDAR, and radar modalities and their synchronization, calibration, and integration in perception pipelines.
- Solid foundation in computer vision, deep learning, and 3D geometry.
- Industry or academic experience in autonomous vehicle perception, robotics, or related areas.
- Experience with distributed training, high-performance computing, or GPU acceleration.
Compensation
- $145k-$200k
Benefits
- Proficiency in Python and experience building deep learning pipelines.
- We are seeking a highly skilled Machine Learning Engineer with deep expertise in developing Bird's Eye View (BEV) fusion models using multimodal sensor inputs, particularly LiDAR.
This listing is sourced directly from Plus 2's careers page and normalized into a canonical job model.