Senior AI Perception Engineer

42dot AI Perception Engineer

We are looking for the best 42dot AI Perception Engineer to develop an end-to-end perception pipeline. This includes BEV, 3D, occupancy (spatial representation), and multi-sensor sensor fusion perception.

Responsibilities

1. Multi-sensor Data Understanding & Input Design

• Spatial / temporal alignment
• Calibration, projection
• Representation

2. Perception Model Development

• Perception
• 2D / 3D / BEV
• Multi-sensor

3. Spatial Representation Learning

• BEV, occupancy
• Occlusion partial observation robust representation

4. Model Training & Performance Improvement

• Loss
• Occlusion, depth ambiguity perception
• Generalization

5. Data-driven Development

• Failure case

6. Deployment & System Integration

• Integration
• Inference
• Trade-off

Qualifications

• 6
• Deep Learning Computer Vision 3D Perception
• PyTorch
• Perception

Preferred Qualifications

• Multi-sensor fusion (camera / radar)
• Geometry, projection, calibration
• BEV / 3D perception / occupancy
• ADAS perception
• C++ inference

Interview Process

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Additional Information

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• 30MB PDF . (URL View email address on click.appcast.io)
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• 42dot,
• 3.

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