Manager, Machine Learning on Orbit

Job description

Job responsibilities

• Be a lead on a team of ~5 machine learning engineers.
• Research, prototype, and deploy models leveraging multimodal data from robotic sensors to extract useful site information - anomalous machine states, object classification, etc.
• Establish effective methods of evaluating inspection model performance.
• Curate datasets to be used in model training, fine-tuning and evaluation.
• Identify and employ model performance improvement strategies - e.g. fine tuning, model selection, and prompt engineering.

Job requirements

• BS and 10+ years of experience, or MS and 7+ years of industry experience in Computer Science, Machine Learning, Robotics, or a related field.
• Expert-level software development skills, particularly in python, with a strong command of software architecture, design patterns, and performance optimization techniques.
• Experience training, fine tuning, and applying state of the art generative ai models. Preferably focused on computer vision tasks.
• Experience with common ML tools (CUDA, pytorch), architectures and workflows.
• Ability to track the current state of the art, and identify opportunities for product applications.
• A willingness to dive deep into challenging problems in computer vision, develop creative customer-focused solutions in collaboration with teammates, and clearly communicate findings.