Senior Machine Learning Engineer, Data Driven Simulation

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Requirements:

• BS, MS, or PhD in computer vision, machine learning, computer science, computer engineering or related fields.
• 5+ years of software development experience or a PhD in machine learning or related field.
• Strong experience in Python and libraries such as Numpy, SciPy, Pandas, and Matplotlib.
• Experience with deep learning frameworks like PyTorch or TensorFlow.
• Expert knowledge in applied Deep Learning principles and algorithms.
• Experience with 3D Computer Vision and rendering algorithms.
• Track record of building and shipping products or open-source projects.

Responsibilities:

• Shape the data for autonomous trucking by contributing to the perception simulation pipeline.
• Apply state of the art approaches for Neural Rendering in a scalable production setting.
• Advance modern simulation techniques with ML and computer vision.
• Integrate neural rendering framework in a cloud environment.
• Develop sensor models for camera, LIDAR and RADAR.