Application Guide

How to Apply for Perception Software Engineering Intern

at Glydways

🏢 About Glydways

Glydways is reimagining public transit with a net-negative GHG autonomous transportation system that combines affordability, efficiency, and eco-friendliness. Their innovative network of carbon-neutral, interconnected pathways and on-demand autonomous vehicles aims to revolutionize mobility and foster community prosperity. Working here means contributing to a mission-driven team focused on making transportation accessible and sustainable.

About This Role

As a Perception Software Engineering Intern, you will design and implement a perception system fusing data from LIDAR, RADAR, HD cameras, and UWB radios for robust obstacle detection, classification, and tracking. Your work directly impacts the safety and reliability of Glydways' autonomous vehicles, enabling high-capacity, on-demand transit.

💡 A Day in the Life

Your day might start with a stand-up meeting via Slack or Zoom to sync with the perception team. You'll spend time implementing and testing sensor fusion algorithms, reviewing data from test runs, and debugging issues in simulation. Afternoons could involve code reviews, documenting your work, and collaborating with the hardware team on sensor calibration.

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Interview Prep

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🎯 Who Glydways Is Looking For

  • Strong background in computer vision, sensor fusion, and machine learning, with hands-on experience in object detection and tracking algorithms.
  • Proficiency in Python and C++ for real-time perception pipelines, with familiarity in ROS or similar middleware.
  • Experience with LIDAR, RADAR, and camera data processing, including calibration and synchronization.
  • Ability to work independently in a remote environment and communicate effectively across multidisciplinary teams.

📝 Tips for Applying to Glydways

1

Highlight any projects where you integrated multiple sensor modalities (e.g., LIDAR+camera fusion) for autonomous systems.

2

Tailor your resume to emphasize experience with perception algorithms like YOLO, PointNet, or Kalman filters.

3

Mention specific contributions to open-source perception stacks or robotics competitions (e.g., Formula Student Driverless).

4

Demonstrate understanding of Glydways' unique infrastructure: dedicated roadways and low-speed environments, which simplify some perception challenges.

5

Showcase your ability to write clean, efficient code for real-time systems and include GitHub links to relevant repos.

✉️ What to Emphasize in Your Cover Letter

["Express passion for sustainable transportation and how Glydways' net-negative GHG mission aligns with your values.", 'Detail specific technical experience with perception sensors (LIDAR, RADAR, cameras) and fusion algorithms.', "Explain how your skills can contribute to the safety and reliability of Glydways' perception system.", 'Mention your ability to work autonomously in a remote setting and collaborate effectively with a distributed team.']

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🔍 Research Before Applying

To stand out, make sure you've researched:

  • → Read Glydways' blog posts or press releases about their system architecture and pilot projects.
  • → Understand their vehicle design (Glydcars) and how perception is tailored to low-speed, controlled environments.
  • → Research their competition (e.g., other PRT systems) and how Glydways differentiates itself.
  • → Look into their team's background on LinkedIn to understand the expertise they value.

💬 Prepare for These Interview Topics

Based on this role, you may be asked about:

1 Describe your approach to fusing data from LIDAR, RADAR, and cameras for robust object detection.
2 How would you handle false positives from sensor noise or adverse weather conditions?
3 Explain a perception algorithm you've implemented from scratch and its performance trade-offs.
4 How do you ensure real-time performance in a perception pipeline? Discuss optimization techniques.
5 Given Glydways' dedicated roadways, how might perception requirements differ from on-road autonomous driving?
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⚠️ Common Mistakes to Avoid

  • Submitting a generic cover letter without mentioning Glydways' specific technology or mission.
  • Overlooking the importance of real-time performance and focusing only on accuracy in your examples.
  • Failing to demonstrate remote collaboration skills or assuming in-person work.

📅 Application Timeline

This position is open until filled. However, we recommend applying as soon as possible as roles at mission-driven organizations tend to fill quickly.

Typical hiring timeline:

1

Application Review

1-2 weeks

2

Initial Screening

Phone call or written assessment

3

Interviews

1-2 rounds, usually virtual

✓

Offer

Congratulations!

Ready to Apply?

Good luck with your application to Glydways!

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