Senior Machine Learning Engineer - Prediction - Remote

Overview

At Serve Robotics, we’re reimagining how things move in cities. Our personable sidewalk robot is our vision for the future. It’s designed to take deliveries away from congested streets, make deliveries available to more people, and benefit local businesses.

The Serve fleet has been delighting merchants, customers, and pedestrians along the way in Los Angeles while doing commercial deliveries. We’re looking for talented individuals who will grow robotic deliveries from surprising novelty to efficient ubiquity.

In Short

• Develop and maintain prediction pipelines integrating lidar and camera inputs.
• Research and implement state-of-the-art algorithms for 3D perception, tracking, and prediction.
• Conduct ablation studies and parameter sweeps to validate safety in high-risk predictions.
• Curate real-world datasets for training and evaluating models.
• Analyze performance metrics and optimize models for reliability and efficiency.
• Collaborate with cross-functional teams to evaluate sensor impacts on predictions.

Requirements

• Master’s degree in Computer Science, Robotics, or related field with 3+ years of experience.
• Hands-on experience with machine learning frameworks like TensorFlow and PyTorch.
• Strong background in sensor fusion and computer vision for 3D perception.
• Proficient in Python and C++, with a focus on production-quality code.
• Experience in building ML pipelines and deploying models in production.
• Experience with large-scale real-world dataset curation.

Benefits

• Work on cutting-edge technology in a collaborative environment.
• Opportunity to contribute to innovative robotics solutions.
• Diverse and agile team culture.
• Flexible working arrangements with a focus on work-life balance.
• Professional development opportunities.