Gritt Robotics is developing physical AI to automate the construction of large-scale infrastructure around the globe. They are seeking an experienced Perception ML Engineer to join their team and play a pivotal role in building and shaping the AI capabilities of their robots, focusing on manipulation and navigation in dynamic outdoor environments.
Responsibilities:
- 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 robust metrics to establish performance of large vision models
- Work with multimodal data (e.g. cameras, LIDAR, tactile)
- Develop and improve real/synthetic data pipelines for challenging perception problems
- Build scalable training and validation infrastructure
- Collaborate with other teams in the company