Audio Machine Learning Engineer
Core
Conduct advanced research in neural networks for the analysis, generation, and processing of audio content, developing ML algorithms to enhance sound signal understanding and manipulation.
Role type
Senior IC audio machine learning engineer
Builds
Production ML models for audio analysis and generation integrated into application systems
Domain
Audio signal processing and deep learning
Deliverable
production ML models
Required skills
Neural network research, audio signal processing algorithms, Python, C++, TensorFlow, PyTouch, model optimization for real-time performance, software development methodologies
Preferred skills
PyBind11, MATLAB
Technologies
Python, C++, TensorFlow, PyTorch, PyBind11, MATLAB
Responsibilities
Conduct advanced research in neural networks for audio content; Develop and implement ML algorithms for sound signal manipulation; Integrate developed solutions into application systems; Evaluate and optimize AI model performance for sound quality and real-time constraints; Port Python algorithms to C++ code
Seniority
Senior, hands-on IC