Full-Time

Perception Engineer

Updated on 1/17/2025

Chef Robotics

Chef Robotics

51-200 employees

Robotic solutions for food production automation

Food & Agriculture
Robotics & Automation

Compensation Overview

$100k - $225kAnnually

Senior

San Francisco, CA, USA

Position requires onsite presence in San Francisco.

Category
Robotics & Autonomous Systems
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Python
Tensorflow
Pytorch
Machine Learning
C/C++
Computer Vision
Requirements
  • BS, MS, or PhD in computer science, robotics, electrical engineering, mechanical engineering or related field.
  • Practical experience shipping working perception systems.
  • Minimum of 5+ years research and industry experience in machine/deep learning and computer vision.
  • 5+ years experience in Python and/or C++.
  • Experience with common deep learning frameworks like Tensorflow or Pytorch.
  • Excellent software engineering fundamentals.
  • Excellent mathematical skills, especially with probability and statistics, linear algebra, and classical machine learning.
Responsibilities
  • Oversee the collection, labeling, and management of datasets to train and evaluate machine learning models, including working with labeling vendors to ensure high-quality data annotation and building out ML ops infrastructure.
  • Employ strategies for training models with limited data, including synthetic data generation, data augmentation, transfer learning, active learning, and domain adaptation.
  • Develop perception systems for object detection and segmentation utilizing both 2D and 3D image data.
  • Develop systems for sensor fusion and object tracking.
  • Develop scalable and productionable methods for camera calibration.
  • Evaluate and select cameras and other sensors for our next-generation hardware.
  • Champion engineering excellence, ensuring high-quality, well-structured, and well-tested code.
  • Stay up-to-date with the latest ML and perception research and apply insights in a practical way to our System.
  • Drive the development of new ideas from conception through implementation and evaluation.
  • Take full ownership of perception projects, ensuring they meet and exceed performance and reliability standards.
  • Be proactive in identifying potential issues and opportunities for improvement, leading efforts to develop and implement solutions.
Desired Qualifications
  • Startup experience.
  • Experience with the robotics tech stack, e.g. Linux, ROS, OpenCV, CUDA.
  • Experience with SLAM, localization, calibration, state estimation, sensor fusion.
  • Experience with full-stack web engineering and infrastructure.
  • Experience with basic mechatronics and electronics.
  • Strong publication record in top machine learning and computer vision journals.

Chef Robotics develops robotic solutions for the food industry, focusing on addressing labor shortages and high turnover rates faced by food companies. Their robots utilize machine learning to adapt to various tasks and environments, allowing for increased production volume and reduced waste. This flexibility sets Chef Robotics apart from traditional automation methods, which often lack adaptability. The company's goal is to help food companies improve efficiency and cost savings while tackling the impending food shortage crisis in the United States.

Company Stage

Seed

Total Funding

$24.6M

Headquarters

San Francisco, California

Founded

2019

Growth & Insights
Headcount

6 month growth

3%

1 year growth

-2%

2 year growth

1%
Simplify Jobs

Simplify's Take

What believers are saying

  • Chef Robotics surpassed 10 million meals in production with AI-enabled robots.
  • The company raised $14.75M for expansion, indicating strong investor confidence.
  • Growing demand for flexible automation due to labor shortages benefits Chef Robotics.

What critics are saying

  • Emerging competitors like Miso Robotics threaten Chef Robotics' market share.
  • Rapid AI advancements may require costly updates to Chef Robotics' systems.
  • Supply chain vulnerabilities could impact component availability for Chef Robotics.

What makes Chef Robotics unique

  • Chef Robotics offers flexible robots adaptable to various food production tasks.
  • The company uses machine learning to enhance robot dexterity in complex environments.
  • Chef Robotics' solutions address labor shortages in the food industry effectively.

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