Added
21 days ago
Type
Full time
Salary
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Related skills

sql python pytorch hugging face transformers lora

πŸ“‹ Description

  • Ingest, clean, label multilingual audio data for ASR on-device use.
  • Fine-tune and compress large models to fit iPhone constraints.
  • Package language-specific weights for on-demand deployment.
  • Handle loanwords and transliteration decisions in transcripts.
  • Evaluate latency, accuracy, and robustness across languages.
  • Document model cards and evaluation results for stakeholders.

🎯 Requirements

  • Bachelor's degree in CS/DS/ML or related field.
  • Strong data-engineering for large audio/text datasets.
  • Experience fine-tuning/optimizing speech models (LoRA/QLoRA, quantization, distillation).
  • ASR model development and multilingual evaluation with code-switching.
  • Strong Python and SQL; experience with PyTorch, Hugging Face Transformers/PEFT, torchaudio, librosa.
  • Production ML deployment and secure handling of data in regulated environments.

🎁 Benefits

  • Generous and flexible time-off policy
  • Flexible work schedules and telework options
  • Career development and training opportunities
  • Industry-leading benefits including health plans, FSA, commuter benefits
  • 401K matching with company contribution
  • Regular team events and social activities
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