Machine Learning Engineer
Core
Build robust validation frameworks, fine-tune ML models, and launch innovative products for real-time audio and video processing.
Role type
Machine Learning Engineer (Audio/Video)
Builds
Validation frameworks, optimized ML models, and innovative media products
Domain
Media technology, audio/video signal processing
Deliverable
production ML models | product features
Required skills
C++, Python, audio signal processing, video signal processing, machine learning, model training, performance optimization, benchmarking, pipeline development
Preferred skills
TensorFlow, PyTorch, dataset creation, data augmentation, data management
Responsibilities
Evaluate ML models for real-time audio/video processing, train and optimize ML models, conduct performance analysis of audio/video systems, benchmark models against existing solutions, document model evaluations and experimental results, contribute to evaluation pipelines and dashboards, contribute to innovative product development
Seniority
Mid-level, hands-on IC