ML Researcher
Core
Develop novel machine learning models and algorithms for computational perception and interaction on the Nex Playground active play system.
Role type
ML Researcher (Research & Engineering)
Builds
Computational perception and interaction capabilities for motion gaming and active play systems
Domain
Consumer electronics / Motion gaming / Computer Vision / Sensor Fusion
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, experimental design, statistical validation, data preprocessing, model evaluation
Preferred skills
real-time inference, self-supervised learning, multimodal learning, MLOps, edge computing, sensing technologies (cameras, IMUs), privacy-preserving ML
Technologies
PyTorch, TensorFlow
Responsibilities
Develop novel ML models and algorithms; Design and execute rapid experiments; Collaborate with ML Engineers to integrate research into production systems; Measure and track experimentation velocity; Contribute to technical roadmap planning; Document research findings
Seniority
Mid-level, hands-on IC
