Senior Machine Learning Research Scientist, Prediction

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch

Job Description

The Motional Pittsburgh office is located in the new Hazelwood Green development at 4734 Second Avenue, a culmination of the cit y's goal of restoring an economic driver to the neighborhood in a thoughtful, inclusive, and sustainable way. With views along the Monongahela river, the Pittsburgh office is in the heart of this new state of the art development.

The Machine Learning department is led by Oscar Beijbom. Our Machine Learning team, authors of nuScenes (https://www.nuscenes. org), PointPillars (https://arxiv.org/abs/1812.05784), and PointPainting (http://arxiv.org/abs/1911.10150). The ML Team is doubling in size in 2021, and we are adding engineers and researchers to join us in our mission to launch a level 4/5 autonomous taxi system.

What you will be Doing:

• Design and deploy deep neural networks that predict the future motion of objects around our self-driving car.
• Work closely with the Planning team to integrate your motion prediction models with our state-of-the-art driving system.
• Conduct experiments, write reports, and file patents.
• Develop core deep learning codebase for efficient training and testing pipelines.

What We're Looking For:

• Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a relat ed field with 3+ years of relevant experience
• Experience designing, training, analyzing, and deploying neural networks for at least one of the followin g applications: Motion prediction, Behavioral prediction, Intent inference, Object detection, Image segmentation, Sensor fusion, Tracking, Active learning, Anomaly detection, Multitask learning, Network compression, Reinforcement learning, Unsupervised learning
• Fluency in Python or C++.
• Experience with PyTorch or other deep learning frameworks.
• Experience deploying deep learning models in a production environment.

Bonus Points

• Proven track record of publications in relevant conferences (CVPR, ICML, NeurIPS, ICCV, ICLR¦).< /li>
• Experience in automotive or other real-time and embedded systems.

Apply Online at Motional