Algorithm Engineer (Perception Fusion & State Estimation)

Location United States of America
Contact name: Sam Jacobs

Contact email: sam@deepabacus.com
Job ref: 96
Published: 23 days ago

Company

  • Global disruptor in Autonomy space raising the industry standard for drones.

  • Products have been received a multitude of prestigious awards.

  • Growing exponentially with opportunity to gain meaningful equity in lead up to IPO phase.

What you'll do

  • Responsible for the development and implementation of perception object level fusion and state estimation for Autel drones.

  • Design advanced multi-sensor fusion algorithms and systems for autonomous drones.

  • Design state estimation algorithms for autonomous drones. 

  • Research and evaluate different candidate algorithms to determine the best option based on computational requirements of the system, accuracy of the results, and applicability of the algorithm to the specific use case.

  • Document all feature design.

  • Implement these advanced algorithms in sophisticated computer programming languages, such as C++, and deploy the program onto different robotic drone platforms.

  • Perform rigorous testing to ensure implemented code meets all functional requirements.

  What you'll need to succeed

  • Master's degree or above, more than 2 years of deep learning algorithm development experience.

  • Have experience in object tracking, association, state estimation, class level fusion, kalman filter and fusion confidence estimation or related experience.

  • Have experience in the development of data-driven algorithm iterative processes and have good mathematics background.

  • Have good machine learning background, have used ML or deep learning based method for object feature association or reidentification.

  • Familiar with Python/C++