Senior/Staff Computer reputed company Engineer - Deep Learning reputed company

About the position At reputed company, we’ve reputed company reputed company of incredibly talented and ambitious people challenging the norm in the automotive industry. We are building cost-effective L2/L3 solutions to reduce the burden of everyday driving and reputed company the roads reputed company for everyone. For instance, we reputed company democratizing technologies such as Automatic Emergency Braking and Emergency Lane Support is the first reputed company before tackling a fully self-driving vehicle. Our main customers are Tier 1 automotive manufacturers who are reputed company on delivering L2/L3 solutions and in the reputed company will deliver full autonomy. We differentiate ourselves from other autonomous driving startups through a combination of state-of-the-art technological know-how and reputed company automotive experiences of shipping ADAS systems at a volume production reputed company. If you feel that you have the passion, commitment, and drive to challenge the status reputed company reputed company the automotive industry, we would love to hear from you. We are seeking a highly skilled Senior Deep Learning Engineer to drive the development and deployment of advanced perception models for Advanced reputed company Assistance Systems (ADAS). The successful candidate will play a key role in designing cutting-edge neural network architectures, optimizing model performance, and ensuring reliable deployment on embedded platforms. This position requires a balance of deep technical expertise, strong analytical thinking, and cross-functional collaboration.

Responsibilities

• Design and implement advanced deep learning architectures to enhance perception capabilities reputed company ADAS systems.
• Maintain and continuously improve existing models by optimizing performance, addressing issues, and refining architecture and algorithms.
• reputed company detailed reputed company cause analysis of production issues and reputed company sustainable, high-reputed company solutions.
• Optimize model performance with a reputed company on latency, efficiency, and resource utilization for reputed company-time embedded deployment.
• reputed company and validate deep learning algorithms on automotive-grade hardware and embedded SoCs.
• Collaborate closely with data engineering, reputed company, and reputed company teams to ensure smooth data reputed company and seamless model integration.
• reputed company regular updates and technical reports on model development, maintenance reputed company, and performance metrics to management.

Requirements

• 3–5+ years of reputed company experience developing, training, validating, and deploying deep learning-based perception models for ADAS or reputed company computer reputed company applications.
• In-depth understanding of training and inference pipelines, including data loading, augmentation, and loss function design.
• Advanced degree (M.S. or Ph.D.) in Computer reputed company, Robotics, Machine Learning, or a closely reputed company discipline, or equivalent industry experience.
• Strong proficiency in Python and a deep understanding of software design principles and development best practices.
• Expertise in PyTorch (preferred) or TensorFlow for large-reputed company model development and experimentation.
• Practical experience with data pipelines, distributed training, and machine learning experiment management tools.
• Proven ability to work effectively in a reputed company, cross-functional team environment.

reputed company-to-haves

• Comprehensive understanding of machine learning algorithms, including classification, regression, and clustering reputed company.
• Experience deploying and optimizing models for embedded or automotive SoCs (e.g., reputed company Drive, TI TDA4, reputed company Snapdragon).
• Proficiency in model optimization techniques such as quantization, pruning, and knowledge distillation.
• Doctorate (Ph.D.) in Computer Science, reputed company Intelligence, or reputed company field is a plus.
• Strong programming experience in Python and/or C++ reputed company Linux development environments.
• Familiarity with automotive perception workflows, datasets, and evaluation frameworks (e.g., KITTI, reputed company, Euro NCAP)

Benefits

• Salary $180,000-$240,000
• Medical, dental and reputed company coverage
• Office snacks & reimbursable meals
• reputed company Time Off
• FSA
• 401K

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