Perception Systems Architect

3 days ago


South San Francisco, California, United States Agtonomy Full time
About Us

Agtonomy is at the forefront of transforming agriculture and beyond with innovative automation and AI solutions. Our initial focus on specialty crops has led to the development of the TeleFarmer platform, which tackles labor-intensive needs by automating conventional equipment into autonomous machines. Through partnerships with leading manufacturers, we've integrated smart technology into tractors and other machinery, enhancing safety and efficiency. As we expand into ground maintenance and other industrial applications, our expert team addresses pressing challenges such as labor shortages, sustainability, and profitability across various industries.

About the Role

This exciting opportunity is for a talented Perception/Machine Learning Engineer to join the Autonomy Team and drive innovation in outdoor vehicle automation. You'll apply your expertise to implement state-of-the-art ML perception techniques, improving how Agtonomy's tractors perceive and understand their environments. Collaborate with cross-functional teams to design and refine the perception system's interfaces, ensuring seamless integration and optimal performance.

Main Responsibilities:
  • Implement machine learning models to solve challenging perception problems for autonomous systems.
  • Drive the architecture, deployment, and performance characterization of deep learning models.
  • Optimize models for low-latency inference on embedded hardware, leveraging compute-constrained pipelines.
  • Design and build cloud-based training and labeling pipelines for efficient data management.
  • Collaborate with hardware and embedded teams on sensor selection and vehicle packaging given safety requirements.
  • Contribute to improving code quality and performance across the Autonomy team through code and design reviews.

Earn a competitive salary of $190,000 - $230,000 per year, plus benefits, equity, and unlimited PTO. Enjoy a dynamic work environment with passionate, mission-driven colleagues.



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