Algorithm Engineer

1 week ago


Singapore BYTEDANCE PTE. LTD. Full time
ByteDance

Founded in 2012, ByteDance'smission is to inspire creativity and enrich life. With a suite ofmore than a dozen products, including TikTok, Helo, and Resso, aswell as platforms specific to the China market, including Toutiao,Douyin, and Xigua, ByteDance has made it easier and more fun forpeople to connect with, consume, and create content.

Why Join Us

Creation is thecore of ByteDance's purpose. Our products are built to helpimaginations thrive. This is doubly true of the teams that make ourinnovations possible. Together, we inspire creativity and enrichlife - a mission we aim towards achieving every day. To us, everychallenge, no matter how ambiguous, is an opportunity; to learn, toinnovate, and to grow as one team. Status quo? Never. Courage?Always.

At ByteDance, we create together andgrow together. That's how we drive impact - for ourselves, ourcompany, and the users we serve. Join us.

Aboutthe Team

The speech team's mission is to empowercontent understanding, interaction and creation across TikTok andother products using speech & audio related technologies. Wefocus on cutting-edge R&D in areas like speech & audio,music processing, natural language understanding and multimodaldeep learning. We are looking for top talents to work on theseexciting technologies, integrate them into various TikTok and otherproducts and ultimately bring joy to our global userbase

Responsibilities

•Conduct cutting-edge research and development in speech/audiofoundation models

• Contribute to theadvancement of audio understanding, including multilingual speechrecognition, speech translation, multimodal understanding andetc.

• Focus on and drive the practicalapplication of relevant technologies in business scenarios,including but not limited to closed-captions, voice dubbing, videounderstanding.

Qualifications

Qualifications

• Master's or PhD in computer science, mathematics, engineering orrelated field

• Experience in one or more areasof machine learning and deep learning, including but not limitedto:

- Automatic SpeechRecognition

- Automatic SpeechTranslation

- Speech/audio self-supervisedlearning and foundation models

- Speakerrecognition and verification

- Speech emotionrecognition

- Multimodal foundationmodels

- Large Language Model pretraining andfinetuning

ByteDance is committed to creating aninclusive space where employees are valued for their skills,experiences, and unique perspectives. Our platform connects peoplefrom across the globe and so does our workplace. At ByteDance, ourmission is to inspire creativity and enrich life. To achieve thatgoal, we are committed to celebrating our diverse voices and tocreating an environment that reflects the many communities wereach. We are passionate about this and hope you are too.
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