Gritt Robotics Inc
Robotics Software - Perception ML Engineer
South San Francisco
Sponsorship not specifiedDetected 56 days ago
PythonMachine LearningData EngineeringRoboticsMechanical DesignElectrical EngineeringSensorsBlenderUnityResearchProblem Solving
About the role
- Work with multimodal data (e.g. cameras, LIDAR, tactile).
- Experience working on one or more of detection, segmentation, pose estimation, tracking, 3D reconstruction, world models and VLMs.
- Experience working with synthetic data pipelines and robotics simulation infrastructure (e.g. Isaac Sim, Gazebo, Blender, Unity).
Responsibilities
- Gritt https://www.gritt.ai/ is an intelligent system that combines robotics and AI to build the infrastructure that pulls society forward.
- Gritt deploys via simple attachments to common equipment found on construction sites and autonomously performs labor-intensive tasks, verification, and planning.
- Gritt systems are already building critical infrastructure in the harshest outdoor environments, starting with large-scale solar.
- Develop and deploy state-of-the-art perception models for challenging manipulation and navigation problems.
- Help drive our technical approach, with particular focus on real-world deployments.
- Research and develop techniques around 3D scene understanding, detection, segmentation, pose and world/video models.
- Develop and improve real/synthetic data pipelines for challenging perception problems.
- Build scalable training and validation infrastructure.
- Collaborate with other teams in the company.
Requirements
- Extensive experience with Python and common ML frameworks like PyTorch.
- Must have excellent problem-solving skills.
Benefits
- Develop robust metrics to establish performance of large vision models.
- M.S/Ph.D degree in robotics, vision, computer science, mechanical engineering, electrical engineering or other engineering disciplines (or equivalent experience).
Visa & Work Authorization
- Legally authorized to work in the United States.
Apply directly at Gritt Robotics Inc →Create a free account for alerts like thisView Gritt Robotics Inc immigration profile
This listing is sourced directly from Gritt Robotics Inc's careers page and normalized into a canonical job model.