Machine Learning Engineer, Perception at PlusAI

Santa Clara, California, United States

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$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

Python

PyTorch

TensorFlow

JAX

LiDAR

BEV

Sensor Fusion

Computer Vision

Deep Learning

3D Geometry

Multimodal Fusion

Camera

Radar

Distributed Training

GPU Acceleration

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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