Deep Neural Network Specialist

2 weeks ago


Berkeley, California, United States Zendar Full time
About Us
Zendar is a leader in software-defined radar technology, enabling next-generation safety features and driver-assistance technology. Our company has pioneered the use of artificial intelligence models that interpret RF spectrum to understand the environment.

Job Description
We are seeking a highly skilled AI engineer to join our machine learning and perception team. In this role, you will be responsible for optimizing and deploying our machine learning models on targeted edge compute platforms. This includes designing or adapting models to align with the hardware specifications and supported operations of the edge device, as well as training and testing models to ensure they meet all runtime and performance requirements.

Responsibilities
• Deeply understand the capabilities, TOPS, and memory bandwidth of each target platform.
• Design or adapt models to align with the hardware specifications and supported operations of the edge device.
• Train and test models to ensure they meet all runtime and performance requirements.
• Collaborate with the perception team to shape our perception module for future production series, while also working closely with chip designers to influence the development of compute architectures that align with our pipeline's requirements.

Requirements
• 3+ years of experience in optimizing deep neural networks and deploying them across diverse compute platforms.
• Proficiency in modern Python and C++ programming languages.
• Expertise in designing and optimizing neural network models for edge deployment.
• Familiarity with model quantization, quantized aware training, NAS, and model pruning techniques for efficient deployment on edge devices.
• Experience in training, testing, and verifying optimized neural network models.
• Proficient in at least one major deep learning framework (e.g., PyTorch, TensorFlow).
• Strong communication skills and proven ability to collaborate effectively across functions.

What We Offer
• Competitive salary ranging from $145-190k annually depending on experience.
• Performance-based bonus.
• Benefits including medical, dental, and vision insurance, 401k plan, flexible PTO, and equity.
• Opportunity to make an impact at a young, venture-backed company in an emerging market.

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