Machine Learning Scientist (l4/l5) - Audio & Speech For Games

Netflix

Multiple Locations
Base: $466,000.00 - $750,000.00; bonus/equity: sto...
Speech/audio pipelines at scale
Python programming expertise
Model fine-tuning and adaptation
At Netflix, our mission is to entertain the world by pushing the boundaries of storytelling and technology in games and entertainment

Job Summary

  • At Netflix, our mission is to entertain the world by pushing the boundaries of storytelling and technology in games and entertainment.
  • The role involves leading research and development of speech models, integrating state-of-the-art tools, and scaling training pipelines to deliver interactive audio experiences.
  • Netflix offers comprehensive benefits including health plans, mental health support, 401(k) with employer match, stock options, and flexible paid time off policies.

Matching Summary

At Netflix, our mission is to entertain the world by pushing the boundaries of storytelling and technology in games and entertainment.

Salary

Base: $466,000.00 - $750,000.00; Bonus/Equity: Stock options available; Benefits: Comprehensive health and retirement plans

Skills & Requirements

Must-have

  • speech/audio pipelines at scale
  • Python programming expertise
  • model fine-tuning and adaptation
  • data cleaning and curation
  • distributed training strategies
  • integration of ASR and TTS models

Nice-to-have

  • experience with multi-modal audio-visual models
  • familiarity with digital signal processing
  • creative problem solving in game design
  • pragmatic build vs. buy decision making

Key Requirements

  • proven experience with PyTorch
  • expertise in deep learning for speech/audio
  • experience with ASR, TTS, diarization, VAD
  • proficiency in Python; C++ or Java experience
  • data-centric approach to synthetic data generation

Work Rights

Not specified

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