Fall '26 Intern - Perception/Robotics

Posted 4 Days Ago
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San Francisco, CA, USA
In-Office
Internship
Artificial Intelligence • Robotics • Software • Agriculture
The Role
Work as a Perception/Robotics intern building perception, mapping, and autonomy systems for outdoor field robots. Tasks include sensor fusion, 3D mapping, model training, localization, navigation, edge optimization, tool development for data collection/labeling, and deploying/testing systems on real robots in challenging outdoor conditions.
Summary Generated by Built In
About Us

At moss.ag, we build robots to go where humans won't, digitizing the physical outdoor world to make it machine-readable. Starting with tree farms — where a single field holds millions of plants no human has ever fully inventoried. 🌲🤯🌳

We’re a small team of practical engineers with a long-term vision. We focus on real, messy, on-the-ground problems today, while working toward a future where autonomous field robots make harsh outdoor jobs easier and safer. 

If our mission aligns with how you work and think, we’d love to learn more about you!

The Role

Join us as a Perception or Robotics Intern on a fast-moving team of seven. In this high-ownership role, you’ll help build and ship the perception, mapping, machine learning, and autonomy systems that allow our robots to understand and operate in complex outdoor environments.

Depending on your interests and experience, you may work on sensor fusion and 3D mapping using LiDAR, cameras, and GPS; train perception models on custom datasets; develop localization, navigation, and robot behaviors; or integrate these systems into reliable robots deployed in the field.

You’ll help make our systems work through changing light, harsh shadows, motion, dust, vegetation, uneven terrain, and severe occlusions while optimizing them for real-time performance on edge hardware.

We’re looking for for fall co-ops and/or part-time roles.


Minimum Requirements
  • Impressive technical projects beyond the classroom in robotics, perception, machine learning, computer vision, mapping, or related fields
  • Strong programming skills in C++, Python, or Rust
  • Hands-on experience with at least one of the following:
    • 3D sensor data, point clouds, or sensor fusion
    • Machine learning or computer vision
    • Localization, mapping, navigation, controls, or robot behaviors
  • Comfortable working in Linux and debugging real systems
  • Excited to learn quickly, take ownership, and test your work on real robots
  • Experience with LiDAR, cameras, model training, CUDA, or edge deployment is valuable but not required.

What You'll Do

  • Own projects from research and design through prototyping, deployment, and iteration on real robots
  • Build perception and mapping systems that turn multi-sensor data into useful, production-ready outputs
  • Train and evaluate machine-learning models using custom outdoor datasets
  • Develop sensor fusion across LiDAR, cameras, GPS, and environmental sensors
  • Build and improve localization, navigation, controls, and robot behaviors
  • Integrate perception, autonomy, and hardware into reliable end-to-end robotic systems
  • Develop tools for data collection, labeling, training, evaluation, simulation, and field debugging
  • Optimize models and algorithms for latency, memory usage, and reliability on edge hardware
  • Test and deploy robotic systems during real-world customer operations
  • Collaborate closely with perception, software, electrical, and mechanical engineers

Skills Required

  • Technical projects beyond classroom in robotics, perception, ML, computer vision, mapping, or related fields
  • Strong programming skills in C++, Python, or Rust
  • Hands-on experience with 3D sensor data, point clouds, or sensor fusion
  • Hands-on experience with machine learning or computer vision
  • Hands-on experience with localization, mapping, navigation, controls, or robot behaviors
  • Comfortable working in Linux and debugging real systems
  • Ability to test and deploy work on real robots during field operations
  • Experience with LiDAR, cameras, model training, CUDA, or edge deployment
Am I A Good Fit?
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The Company
6 Employees
Year Founded: 2023

What We Do

moss is an agtech company that designs and builds autonomous ground vehicles and robotics solutions for specialty crop farms. By utilizing a sophisticated stack of LiDAR, cameras, and GPS, the company provides farmers with high-fidelity digital inventory and field data. Their mission is to address labor shortages and enhance agricultural productivity by enabling autonomous farming through AI-powered monitoring and management of plant and field conditions.

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