Full-Time

Perception Lead

Posted on 12/30/2022

AeroVect

AeroVect

51-200 employees

Autonomous driving systems provider for ground support equipment.

Robotics & Automation

Senior

Toronto, ON, Canada

Required Skills
Python
C/C++
Linux/Unix
Requirements
  • Bachelor's Degree or Master's Degree candidate in Computer Science, Math, Electrical Engineering, Mechanical Engineering, Robotics, Physics, or a related field
  • Prior background (academic or industrial) in development of perception modules for autonomous systems, including strong theoretical expertise
  • Knowledge of the latest camera-based object detection models, lane detection models, LiDAR-based object detection models, segmentation models, etc…
  • Strong C++ (preferred) or Python programming and algorithmic problem-solving skills
  • Working experience in a Linux based Operating System
  • Experience using the Robot Operating System (ROS) framework and tools like Rviz, rqt, tf, etc
  • Strong reasoning skills and mathematics background including linear algebra, geometry, calculus, optimization, and probability to name a few
  • Solid engineering background with hands-on design and development experience
  • Experience with field testing autonomous systems
  • Collaborative nature and effective communicator
Responsibilities
  • Define, implement, and own hands-on improvements to upgrade the perception module, targeting milestones, growing the team, and working with internal/external partners - expect to spend 80% of your time performing hands-on development, with the remaining 20% leading the subsystem development roadmap, including directing schedule, removing obstacles, and coaching the team to hit aggressive milestones
  • Lead a team of engineers bringing up all components necessary for reliable autonomous driving in the airside environment, including vehicle corridors and the apron
  • Qualify all subsystems using objective measures, with an eye to functional safety and systems engineering best practices
  • Collaborate with vehicle engineering to create an integrated system, including sensor/compute selection and integration
Desired Qualifications
  • MS or PhD in Computer Science, Math, Robotics, or a related field
  • In-Depth understanding of DDS frameworks like ROS/ROS2 or other networking middleware
  • Proven track record of system development and successful deployment of unmanned systems in existing or upcoming products
  • Mastery of Modern C++ (14 and beyond) and safety-critical coding practices (MISRA and ISO 26262 compliance)
  • 2+ years of focused industry experience on perception for robotic ground vehicles

AeroVect stands out as a leader in the aviation industry for its deployment of autonomous driving systems for Ground Support Equipment (GSE), a technology trusted by globally recognized airlines and ground handlers. The company's competitive edge lies in its technical prowess in automation, enhancing operational efficiency and safety in airport environments. The work culture at AeroVect fosters collaboration and continuous learning, making it an ideal place for professionals seeking to contribute to and grow in a technologically advanced, industry-leading organization.

Company Stage

Seed

Total Funding

$9.1M

Headquarters

San Francisco, California

Founded

2020

Growth & Insights
Headcount

6 month growth

20%

1 year growth

20%

2 year growth

1100%
INACTIVE