Senior Machine Learning Engineer-Perception
MotionalSalary not specified
Full Time
Senior (5 to 8 years)
$145,000 – $200,000Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Autonomous Driving, RoboticsIndustries
Requirements
- Master’s or Ph.D. in AI, Computer Science, Electrical Engineering, Robotics, or a related field
- Proficiency in Python
- 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
Responsibilities
- Design, implement, and optimize BEV-based perception models that fuse camera, LiDAR, and radar inputs
- Benchmark perception models using large-scale datasets and well-defined quantitative metrics
- 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
Skills
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
What is the salary range for this Machine Learning Engineer position?
The salary range is $145,000 - $200,000 a year, with compensation (cash and equity) determined based on position, location, qualifications, and experience.
Is this position remote?
Yes, this is a remote position.
What are the key required skills for this role?
Key requirements include proficiency in Python, strong expertise in PyTorch, TensorFlow, or JAX, proven experience with LiDAR-based 3D perception and BEV models, deep understanding of multimodal sensor fusion, and familiarity with camera, LiDAR, and radar modalities.
What does the team collaboration look like at PlusAI?
You will collaborate cross-functionally with research, data, and deployment engineers to refine models and support real-world applications.
What makes a strong candidate for this Machine Learning Engineer role?
A strong candidate holds a Master’s or Ph.D. in AI, Computer Science, or related field, has deep expertise in BEV fusion models with LiDAR and multimodal sensors, and preferably has industry experience in autonomous vehicle perception or production deep learning models.
PlusAI
Develops autonomous driving systems for trucks
About PlusAI
Plus.ai develops self-driving systems specifically for heavy trucks, aiming to improve safety, comfort, and reduce carbon emissions in long-haul trucking. Their main product, PlusDrive, is designed to enhance the efficiency of commercial transportation. The system operates through a closed-loop learning mechanism, allowing for continuous updates and improvements via over-the-air software updates. Plus.ai differentiates itself from competitors by focusing on partnerships with large logistics firms and truck manufacturers, and by conducting extensive testing to validate their technology. The company's goal is to lead the autonomous trucking industry by providing solutions that enhance safety and sustainability in transportation.
Santa Clara, CaliforniaHeadquarters
2016Year Founded
$799.3MTotal Funding
LATE_VCCompany Stage
Automotive & Transportation, EnergyIndustries
201-500Employees
Benefits
Company Equity
Risks
Geopolitical tensions with China may affect Plus's operations.
Reliance on partners like Hyundai could be risky if they develop own technologies.
New safety regulations may require costly adjustments to Plus's technology.
Differentiation
Plus is a leader in autonomous trucking with its PlusDrive system.
Partnerships with Hyundai and FAW enhance Plus's global market presence.
Plus's AI-based PlusProtect technology expands its reach beyond trucking.
Upsides
Collaboration with Alibaba Cloud boosts Plus's data processing capabilities.
Launch of PlusProtect opens new markets in passenger vehicle safety systems.
Recognition as a 2024 Edison Award Gold Winner highlights Plus's innovation.
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