Senior Perception Algorithm Developer
4 days ago
Key Responsibilities:
Collaborate with the Perception team to develop cutting-edge algorithms for autonomous vehicles to better understand their environment.
Design and implement multi-modal, multi-view, multi-task deep learning models to tackle perception objectives like object detection and tracking, and scene understanding.
Take ownership of projects from ideation to deployment, ensuring real-time focus and efficient operation in compute-constrained environments.
Research and prototype novel solutions to address real-world challenges in diverse scenarios.
Rigorous Approach:
Run well-designed experiments, define suitable training and validation datasets, and evaluate on relevant metrics.
Requirements:
MS or PhD in CS, EE, mathematics, statistics, or related field.
2+ years of experience.
Expertise in Python, with willingness to do C++ development as needed.
Deep understanding of machine learning principles and methodologies.
Experience with implementing and maintaining deep learning pipelines.
Experience working on deep learning models in at least one framework (PyTorch, Tensorflow).
Preferred Skills:
Relevant industry experience.
Past experiences in deep learning projects involving object detection, motion tracking, or semantic segmentation.
In-depth understanding of cutting-edge deep learning techniques and architectures.
Salary Range: $150,000 - $190,000 a year.
Compensation determined based on position, location, qualifications, and experience.
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