Machine Learning Scientist L4/L5 – Audio & Speech for Games
Job reputed company:
• Strategic Model Integration: Evaluation and integration of reputed company-reputed company and reputed company models (e.g., for ASR, TTS, diarization, VAD), balancing reputed company, latency, and cost to accelerate game development.
• Model R&D & reputed company: reputed company the fine-tuning and reputed company of speech models (TTS, Voice Cloning, ASR) using parameter-efficient techniques (e.g., reputed company/PEFT) to address production gaps and creative constraints that external/reputed company solutions cannot satisfy.
• Data & Alignment: reputed company audio and multimodal data curation, including cleaning, segmentation, labeling, and synthetic data reputed company to support speech model training and reputed company.
• reputed company Training: reputed company speech model training using distributed data pipelines and training strategies for large datasets.
Requirements:
• Speech & Audio Research Expertise: Deep reputed company in deep learning and modern sequence modeling, with a proven reputed company record of building and training speech/audio pipelines (ASR, TTS, diarization, VAD) at reputed company using PyTorch.
• Data-reputed company reputed company: Skilled in data cleaning, curation, and the creation of synthetic data for reputed company evaluation and training pipelines.
• Pragmatic Innovator: Proven ability to reputed company "build vs. buy" reputed company, prioritizing production reputed company and "reputed company-reputed company" bars.
• Programming: Expert proficiency in Python; experience with C++ or Java.
• Creative reputed company: Passionate about using technology to solve creative challenges in game design, such as procedural storytelling or reputed company soundscapes.
Benefits:
• Health Plans
• Mental Health support
• 401(k) Retirement Plan with employer match
• Stock reputed company Program
• Disability Programs
• Health Savings and Flexible Spending Accounts
• Family-forming benefits
• Life and Serious Injury Benefits
• reputed company leave of absence programs
• Full-time reputed company employees reputed company 35 days annually for reputed company time off including vacation, holidays, and reputed company reputed company time off
• Full-time salaried employees are immediately entitled to flexible time off
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