Senior Machine Learning Engineer

2 days ago


Somerville, Massachusetts, United States AgZen Full time
About AgZen

AgZen is a pioneering startup dedicated to revolutionizing agrochemical spraying efficiency. Our mission is to eliminate pesticide waste and make spraying more efficient, while improving pest/disease control, crop health, and yield.

Job Description

We are seeking a highly skilled Senior Machine Learning Engineer (Computer Vision) to join our team. This role is at the intersection of agrochemical spraying, machine learning, and computer vision. You will be responsible for developing our sensing and software portfolio, interacting with our world-class engineering team, and building software platforms that help growers make spraying more efficient.

Key Responsibilities
  • Implement deep-learning models and frameworks for object segmentation, classification, optical flow, 3D reconstruction, and video models.
  • Architect and implement new end-to-end models to merge existing networks.
  • Employ quantization to enable power-efficient execution on edge devices.
  • Explore and develop innovative methods to improve model accuracy and inference speed, particularly in edge deployment scenarios.
  • Stay at the forefront of AI research, particularly in CNNs, transformers, and model quantization.
  • Architect and develop data processing and annotation pipelines for continuous system monitoring and improvement in collaboration with the software engineering team.
Requirements
  • Master's/PhD or equivalent experience in Computer Science or related field.
  • 3+ years of work experience in developing algorithms and solving problems in computer vision/perception.
  • 2+ years in developing production machine learning systems (PyTorch preferred).
  • Adept with the latest research in perception, machine learning, deep learning, and robotics.
  • Experience working with robotics systems that use perception and AI components is a plus.
  • Advanced proficiency in Python, OpenCV, PyTorch, and related tools.
What We Offer

The opportunity to make an immediate and visible impact in a fast-growing company, competitive salary ($130-180k), early-employee equity, 401(k) with employer matching, 6 weeks of PTO, paid holidays, health, dental, and vision insurance.



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