Algorithm Engineer

8 hours ago

Singapore TikTok Full time

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

About The Team
Our team provides industry-leading ML algorithm capabilities and complete voice product solutions for all business lines, including B2B as well. We empower businesses in the fields of audio understanding, audio creation, music retrieval and generation, song synthesis, ML education, etc., and solve basic problems such as human-computer voice interaction, audio and video content understanding and creation, and education intelligence.

**Responsibilities**:
1. Build core technologies for audio understanding (including but not limited to speech recognition, acoustic event detection, audio tagging, spoken language identification, multi-modality fusion), and pursue and explore cutting-edge algorithm technologies in the industry
2. Promote audio understanding algorithms in global Tiktok, and redefine content understanding and voice interaction through the ultimate algorithm experience
3. Incubate new products with audio technology as the core
1. Bachelor's degree or above in computer science, software engineering, or a related field
2. Familiar with the recent advance in the field of audio understanding, including but not limited to
a. Speech recognition (End2end framework is preferred, such as LAS and Transformer)
b. Acoustic event detection
c. Acoustic scene classification
d. Audio tagging
e. Spoken language identification
f. Multi-modal fusion
3. Rich practical experience in deep learning and proficiency in one or more of the community open source tools such as Kaldi, PyTorch and TensorFlow
4. Self-driven, innovative, collaborative, with good communication and presentation skills
6. At least 3 years of relevant experience

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We believe individuals shouldn't be disadvantaged because of their background or identity, but instead should be considered based on their strengths and experience. We are passionate about this and hope you are too.

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