Senior Machine Learning Engineer, Perception – Autonomous Driving

🔥 1 hour ago

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Logo of NVIDIA

NVIDIA

10,000+ employees

Founded 1993

🤖 Artificial Intelligence

🎮 Gaming

Artificial Intelligence • Gaming • Automotive

NVIDIA is a leading technology company specializing in accelerated computing and artificial intelligence. NVIDIA pioneers advancements in graphical processing units (GPUs), cloud computing, data centers, and virtual reality, with a focus on gaming, automotive, healthcare, and robotics industries. The company's innovations, such as NVIDIA Omniverse, transform traditional digital processes by enabling high-fidelity simulations and rendering tasks. Their applications span various industries, from autonomous vehicles using NVIDIA DRIVE to healthcare solutions with NVIDIA Clara, and AI-driven analytics and workflows.

📋 Description

• Designing end2end solutions for Perception and AV stack to enable road network detections across various driving environments. • Applied research and development of innovative deep learning models for lane graph construction, road boundary detection, traffic element recognition, and other static-world tasks. • Develop generalizable approaches to support diverse ODDs and Country/region expansion. • Drive and prioritize data-driven development. • Productize the developed perception solutions by meeting product requirements for safety, latency, and SW robustness.

🎯 Requirements

• PhD with 4+ years, MS with 6+ years, or BS with 8+ years of relevant experience in Computer Science, Computer Engineering, or a related technical field. • 2+ years of technical leadership demonstrating high technical and organizational complexity is a big plus. • Hands-on work experience in developing deep learning and algorithms to solve sophisticated real world problems. • Proficiency in using deep learning frameworks (e.g., PyTorch). • Experience in data-driven development and collaboration with data and ground truth teams. • Strong programming skills in python and/or C++.

🏖️ Benefits

• Equity • Benefits

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