Machine Perception Engineer
Confirmed live in the last 24 hours
Universe Energy

1-10 employees

Automates EV battery reuse for cheaper grid storage
Company Overview
Universe Energy is a forward-thinking company that addresses the challenges of battery reuse through automation, machine learning, and robotics, significantly reducing costs and increasing efficiency. Their unique approach not only positions them as a potential leader in the battery manufacturing industry but also contributes to environmental sustainability by reducing the need for mining and new manufacturing, aiming to prevent 7 Gtons of CO2e emissions. The company's culture fosters technical innovation and environmental responsibility, making it an attractive workplace for those passionate about clean energy solutions.
AI & Machine Learning
Data & Analytics
Robotics & Automation
Energy

Company Stage

N/A

Total Funding

N/A

Founded

2022

Headquarters

Los Angeles, California

Growth & Insights
Headcount

6 month growth

25%

1 year growth

66%

2 year growth

150%
Locations
Los Angeles, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Python
Tensorflow
Data Structures & Algorithms
MATLAB
Computer Vision
CategoriesNew
AI & Machine Learning
Requirements
  • B.Sc. in Computer Science, Applied Mathematics, Machine Learning, or similar field
  • 3+ yrs experience in C/C++, Python, and Matlab-Simulink
  • 3+ yrs experience in developing ML tools in Torch/TensorFlow
  • 3 yrs hands-on experience with optical, image sensor, or camera calibration
  • 1-3 yrs experience in generating, filtering, and augmenting large image datasets for computer vision
  • 1-3 yrs experience developing, training, and testing deep-learning-based algorithms
Responsibilities
  • Develop production-level & robust computer vision modules for classification, counting, tracking, 3D reconstruction, camera calibration, and segmentation
  • Research and implement machine perception & visual understanding of battery systems
  • Recognize, analyze, and process images of scans of battery cells from non-intrusive methods such as X-ray, CT-scan, and ultrasound
  • Build perception software that integrates computer vision, sensor fusion, decision-making functions, and structures data-set generation
  • Develop and implement classical and learning-based computer vision on real-time platforms
  • Perform sensor selection for the camera perception system like RGB, infrared, and laser scan
  • Generate datasets for algorithm training from the real world and through synthetic methods
  • Build software & ML infrastructure for machine perception capabilities
Desired Qualifications
  • Track record of relevant academic publications, patents, and/or open-source software in machine learning and/or computer vision
  • Hands-on experience processing rich sensor data from LIDAR, RADAR, and cameras in environments captured by autonomous vehicles
  • Experience in 3D graphics, focusing on 3D geometry manipulation & Game engine experience in Unity3D (C#) or Unreal Engine (C++)
  • Hands-on experience with building autonomous and/or robotic systems