Senior Machine Learning Architect

7 days ago


Berkeley, California, United States Zendar Full time

About Zendar

Zendar develops cutting-edge radar imaging systems that enable advanced safety features and driver-assistance technology. Our software-defined radar technology fuses data streams from multiple sensors to build a more accurate scene and utilizes AI models that interpret RF spectrum to understand the environment.

Our team has pioneered radar technology that is reliable in all conditions and at sufficiently long range for high-speed driving. With headquarters in Berkeley, CA, and additional engineering offices in Germany and France, we have established strong partnerships with industry leaders.

Your Role

In this role, you will be a key member of our machine learning and perception team, focusing on optimizing and deploying our machine learning models on targeted edge compute platforms. Key responsibilities include:

  • Designing or adapting models to align with hardware specifications and supported operations of the edge device.
  • Training and testing models to ensure they meet all runtime and performance requirements.
  • Collaborating with chip designers to influence the development of compute architectures that align with our pipeline's requirements.

Requirements

We are seeking a highly skilled individual with 3+ years of experience in optimizing deep neural networks and deploying them across diverse compute platforms. Proficiency in modern Python and C++ is required. Expertise in designing and optimizing neural network models for edge deployment is essential.

Bonus Points

Experience in writing custom CUDA kernels for optimized performance on GPU-based platforms is a plus. A strong understanding of embedded systems constraints, including power efficiency, memory management, and real-time processing requirements, is also desirable.

What We Offer

A competitive salary ranging from $145-190k annually depending on experience, as well as a performance-based bonus, benefits including medical, dental, and vision insurance, 401k plan, flexible PTO, and equity make us an attractive employer.



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