Machine Learning Video Research Engineer

What you'll do

• Develop ML-based approaches to solve image/video processing problems.
• Design datasets and training pipelines for deep learning models.
• Prototype new architectures to enhance model performance continuously.
• Optimize efficiency of ML models for deployment on specific hardware.
• Work with cross-functional teams to meet quality and computational goals.
• Communicate progress, demonstrate technology, and present to leadership.

What we're looking for

• At least 3 years of hands-on experience in machine learning research.
• Strong background in deep learning with publications in top-tier conferences.
• Proficiency in modern machine learning frameworks like PyTorch or TensorFlow.
• Expertise in designing, prototyping, and optimizing ML models for various hardware.
• Solid understanding of ML principles including model training and debugging techniques.