Audio Understanding ML Engineer – Speech & Audio R&D

TikTok

Singapore

On-site

SGD 120,000 - 180,000

Full time

14 days+

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Job summary

TikTok is seeking a PhD-level researcher to advance speech and audio understanding. You will work on speech recognition, voice interaction, and audio understanding technologies, integrating cutting-edge research into TikTok and related products.

The role emphasizes independent problem solving within a collaborative team in Singapore. Successful candidates will contribute to scalable model optimization, experiment with large-scale data, and publish or present findings where appropriate, while

Qualifications

PhD in CS/Software Development or related field.
Hands-on with speech recognition and audio understanding.
Experience optimizing models with large-scale data.
Strong deep learning experience and PyTorch familiarity.
Proficient in C++ and Python; Linux development.

Responsibilities

Support the full-duplex voice interaction technology in practical applications, and conduct cutting-edge research in the application of voice interaction.
Support the implementation of speech recognition technology in diverse business scenarios both inside and outside the company, and continuously optimize the performance of core speech recognition technologies.
Build the core technology system for audio understanding, focus on cutting-edge technologies and algorithm performance in audio understanding, and pursue and explore the most cutting-edge algorithms in the industry.