Advanced Machine Learning Engineer at Serve Robotics
Serve Robotics
Innovate urban delivery solutions with Serve Robotics as a Lead Machine Learning Engineer. Focus on developing large-scale training systems for multimodal robotics data and improve autonomy models. Serve Robotics is seeking a skilled expert to enhance our autonomous delivery systems. This role requires at least five years of experience in machine learning and a strong foundation in neural networks and distributed training. Collaborate with diverse teams to optimize training efficiencies and contribute to groundbreaking robotics solutions across major cities! Key Responsibilities:
- Design training systems for petabyte-scale multimodal datasets
- Optimize GPU utilization and resolve training bottlenecks
- Collaborate with ML team on neural network architecture
- Create effective loss functions and training strategies
- Implement scalable preprocessing systems for robotics data
- Master’s or PhD in relevant technical field
- 5+ years of machine learning experience in production
- Experience with multiple GPUs and distributed frameworks
- Proficiency in Python for data pipelines
- Deep understanding of neural networks and training methodologies
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