Staff Data Engineer (audio/ml)

Disney Streaming

Nicasio, CA, USA
Base: $170,500 to $228,600 py; bonus/equity: bonus...
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Python proficiency with pandas numpy pytorch
Audio processing libraries librosa ffmpeg sox
Scalable pipeline tools gitlab apache spark airflow
** Disney Streaming is seeking a Staff Data Engineer specializing in Audio/ML to develop and optimize data pipelines for AI/ML research, focusing on immersive audio applications. The position requires extensive experience in data engineering, particularly in audio processing, and offers a hybrid work environment. **

Job Summary

  • This role focuses on developing robust pipelines for processing complex media datasets to support AI/ML research in immersive audio applications.
  • The position requires designing automated data pipelines that enable continuous improvement of models for speech processing and style transfer.
  • Candidates will collaborate with researchers to define data requirements and integrate feedback to improve pipeline functionality for global media production.

Matching Summary

Match Score: 75

** Disney Streaming is seeking a Staff Data Engineer specializing in Audio/ML to develop and optimize data pipelines for AI/ML research, focusing on immersive audio applications. The position requires extensive experience in data engineering, particularly in audio processing, and offers a hybrid work environment. **

Salary

Base: $170,500 to $228,600 per year; Bonus/Equity: Bonus and/or long-term incentive units may be provided; Benefits: Full range of medical, financial, and other benefits

Skills & Requirements

Must-have

  • Python proficiency with Pandas NumPy PyTorch
  • Audio processing libraries Librosa FFmpeg SoX
  • Scalable pipeline tools GitLab Apache Spark Airflow
  • Immersive multichannel audio formats Dolby Atmos
  • Containerized workflows Docker Kubernetes

Nice-to-have

  • Experience with active learning methods
  • Contributions to open-source projects
  • Knowledge of machine learning principles
  • Experience with distributed training pipelines
  • Visualization tools Tableau Matplotlib

Key Requirements

  • Master's Degree with preference for PhD
  • 8+ years experience in data engineering or science
  • Expertise in Python and data manipulation libraries

Work Rights

Not specified

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