Senior Machine Learning Engineer

February 25

🤠 Texas – Remote

Although this job is listed in Texas, this company may be open to hiring remote in other states.

⏰ Full Time

🟠 Senior

🤖 Machine Learning Engineer

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Bot Auto

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Bot Auto is a leading L4 autonomous trucking company based in Houston, Texas, focused on transforming American transportation through innovative AI-driven solutions. Specializing in Transportation as a Service (TaaS), Bot Auto operates an autonomous truck fleet to offer efficient and reliable freight services. The company leverages cutting-edge AI technology to enhance safety by reducing road accidents, while continually integrating the latest advancements in machine learning, data infrastructure, and hardware. Bot Auto aims to make a significant positive impact on the American supply chain by addressing driver shortages and increasing transportation capacity, positioning itself at the forefront of making autonomous trucking commercially viable and sustainable.

11 - 50 employees

🚗 Transport

🤖 Artificial Intelligence

⚡ Energy

📋 Description

• Explore and propose new ideas using your knowledge and experience in deep learning, neural networks and large foundation models in autonomous driving including: end-to-end object detection, tracking and prediction, end-to-end planning and control, and end-to-end autonomous driving system, end-to-end online mapping. • Work on the entire life cycle of machine learning projects from data analysis, model experimentations to performance metrics verifications, and understand the entire workflow in great detail. • Be exposed to many cross-team projects and collaborate with the product, simulation and other sibling autonomous driving algorithm teams to extend machine learning technology to all components.

🎯 Requirements

• Have an advanced degree (Ph.D or Master’s) in related fields of study: computer science, computer engineering, mathematics, physics, and etc. • Have in-depth knowledge and extensive experience in machine learning, and/or computer vision, and employ SOTA techniques of machine learning. • Be familiar with PyTorch, TensorFlow and other machine learning platforms and tools. • Have strong motivation to work independently in a fast paced environment while collaborating with other teams on more complex and larger projects. • Have a proven track record of research publications in top conferences and/or journals as the first author. • Have knowledge and experience of generative models, model distillation, or model inference acceleration (e.g. TensorRT) techniques.