4 часа назад
Research Scientist (Audio AI)
210 000 - 360 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist (Audio AI): Building cutting-edge speech and audio models, production inference systems, and resilient pipelines for high-signal audio data with an accent on advanced signal processing, machine learning, and end-to-end deployment. Focus on translating research into production-ready code, processing terabytes of audio daily, and architecting reliable inference and evaluation systems.
Location: San Francisco, United States; on-site
Salary: $210,000–$360,000 per year plus equity
Company
is an audio data research company developing high-quality datasets and machine learning systems for speech and audio applications.
What you will do
- Research, design, and implement speech and audio solutions using advanced signal processing and machine learning.
- Develop production-grade inference algorithms, pipelines, and APIs.
- Build models and systems that process terabytes of audio daily.
- Collaborate with Operations to collect training and evaluation datasets and improve model quality.
- Architect resilient systems for inference and model evaluation.
- Set machine learning roadmaps and influence technical direction and investment priorities.
Requirements
- 5+ years of professional audio machine learning experience, including DSP and audio algorithm development.
- End-to-end ownership of machine learning pipelines from proof of concept through production deployment.
- Strong Python skills and proficiency with deep learning frameworks such as PyTorch.
- Experience translating research papers and ideas into production-ready code.
- Experience deploying production inference systems using cloud technologies.
- PhD or master's degree in Computer Science or a related field.
Nice to have
- Experience training large neural network models in academic or industry settings.
- Expertise in classical and machine learning-based audio signal processing.
- Publications at conferences such as NeurIPS, ICML, ICLR, or CVPR.
Culture & Benefits
- Unlimited paid time off.
- Health, dental, and vision coverage with 100% coverage for most plans.
- FSA, HSA, and 401(k) access.
- Meals twice daily through DoorDash, plus office snacks and beverages.
- Unlimited company-sponsored Barry's classes.
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