Description

Title and Location: Sr Machine Learning Engineer in Santa Clara, CA.

Job Responsibilities

Develop machine learning, computer vision, and deep learning models for object detection and recognition of objects in farm environments, using input from multiple sensors (e.g., images and videos)
Integrate new sensors into the robotics system and fuse the detection results from multiple sensors to improve system performance in harsh environments
Technical milestone communication
May work remotely; periodic time in office required; must live within commuting distance of the office.

Qualifications

Master’s degree in Computer Science, Machine Learning, Electrical engineering, or related field plus 5 years of related experience.
Required skills: Develop efficient algorithms and improve system performance using object-oriented programming using C, C++ (5 years)
Conduct independent research and development work for detecting and tracking objects in the world using images from cameras using OpenCV, and Python (4 years)
Integrate computer vision models/algorithms into the production software stack and ensure end-to-end functionality using C++ knowledge (4 years)
Improve scene understanding and depth estimation using 3D geometry and deep learning techniques using knowledge of multi-view geometry (4 years)
Define and implement metrics for computer vision model evaluation (4 years)
Write unit tests for various pieces of C++/Python code to ensure the highest code quality (4 years)
Evaluate, debug, and improve the performance of computer vision models/algorithms (4 years)