Advanced Soundware, Inc

Machine Learning Engineer

Machine Learning Engineer in Culver City, CA

Posted 2019-12-20
Description

Advanced Soundware Inc. is looking for a talented machine learning engineer (or code-savvy data scientist) to join our research and development team. We're currently building an intelligent audio DSP platform to power the next generation of ultra-realistic virtual orchestral instruments.

Responsibilities:
In this role, you’ll apply machine learning and/or data science techniques to a variety of modeling problems including, but not limited to, the classification of music performances and the optimization of digital signal processing.

Minimum Qualifications:
• Willing and able to work full-time and on-site for a startup company based in Culver City.
• 2+ years professional experience as a machine learning engineer or data scientist.
• Strong collaborative skills; experienced working as part of a team.
• Ability to analyze datasets to find key insights and produce intuitive visualizations.
• Ability to build data processing pipelines and machine learning models.
• Knowledge of machine learning evaluation metrics and best practices.
• Experience with A/B test and experimentation design.
• Working knowledge of Python 3.6 or higher.

Additional Desired Qualifications:
• Undergraduate (or Graduate) degree in a quantitative field like statistics.
• Working knowledge of TensorFlow, Keras, Spyder, and Jupyter.
• Demonstrable experience developing CNNs, RNNs, and/or GANs.
• Experience working with Git or another version control system.
• Experience working with SQL or another database system.

Ideal Qualifications:
• Demonstrable experience developing and training models to process audio data.
• Ability to deploy trained models for use in a C++ runtime environment.
• Basic working knowledge of classical music theory and acoustics.
• Basic working knowledge of music production and audio post-production techniques.

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