Manager, Machine Learning on Orbit
Core
Design, build, and continuously improve machine learning systems for the Orbit intelligent automation platform, coordinating robot fleets and extracting site information from multimodal robotic sensor data.
Role type
Manager, Machine Learning (Foundation Models & Computer Vision)
Builds
Foundation models for industrial inspection tasks and multimodal data processing pipelines for robot fleets
Domain
Robotics, Industrial Automation, Computer Vision
Deliverable
production ML models
Required skills
Python, software architecture, generative AI model training and fine-tuning, computer vision, CUDA, PyTorch, dataset curation, model evaluation strategies
Preferred skills
Prompt engineering, state-of-the-art tracking, creative problem solving in computer vision
Technologies
Python, CUDA, PyTorch
Responsibilities
Lead a team of ~5 machine learning engineers; research, prototype, and deploy models leveraging multimodal data; establish methods for evaluating inspection model performance; curate datasets for training and evaluation; identify and employ model performance improvement strategies
Seniority
Manager, hands-on IC with team leadership
