Algorithm Engineer - Audio Understanding

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Teamwork","Interpersonal relationships","Independent work","Communication","Sense of ownership"]

Build and optimize speech and audio understanding technologies for practical full-duplex voice interaction. Implement and continuously improve speech recognition systems across diverse scenarios, and develop core audio understanding technology to advance algorithm performance. Work on cutting-edge R&D spanning speech/audio, music processing, natural language understanding, and multimodal deep learning, bringing research into TikTok and other products at global scale.

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FursaFursa
TikTok
TikTok
1 month ago

Algorithm Engineer - Audio Understanding

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 19 hours agoStatus: Live

Job Summary

Build and optimize speech and audio understanding technologies for practical full-duplex voice interaction. Implement and continuously improve speech recognition systems across diverse scenarios, and develop core audio understanding technology to advance algorithm performance. Work on cutting-edge R&D spanning speech/audio, music processing, natural language understanding, and multimodal deep learning, bringing research into TikTok and other products at global scale.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Support full-duplex voice interaction technology in practical applications and conduct research for voice interaction applications.
  • •Implement speech recognition technology in diverse business scenarios and continuously optimize core speech recognition performance.
  • •Build core technology systems for audio understanding and advance cutting-edge algorithm performance.
  • •Focus R&D efforts across speech/audio, music processing, natural language understanding, and multimodal deep learning.
  • •Integrate developed speech and audio technologies into TikTok and other products for global users.

Key Requirements

  • •Bachelor's degree or above in Computer Science, Software Engineering, or related fields.
  • •Hands-on experience with speech recognition, audio understanding, and voice interaction algorithms, including optimizing models with large-scale data.
  • •In-depth practical experience with deep learning and LLM technologies, familiar with platforms such as PyTorch.
  • •Strong coding skills in Linux environments, proficient in C++ and Python.
  • •Ability to work independently while maintaining strong teamwork and interpersonal relationships.
Education:Bachelor's in Computer Science, Software Engineering or related fields
Skills:TeamworkInterpersonal relationshipsIndependent workCommunicationSense of ownership
Tech Stack:PyTorchLinuxC++PythonDeep learningLLM

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn