Machine Learning Engineer Graduate (Audio Understanding) - 2027 Start (PhD)

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: phdSkills: ["Communication","Strong ownership","Organizational skills","Coordination","Teamwork"]

Work on speech and audio R&D to improve content understanding, interaction, and creation across TikTok products. Build and optimize full-duplex voice interaction and speech recognition systems for varied scenarios, and develop core audio-understanding technology with a focus on cutting-edge algorithms. Collaborate on multimodal deep learning and natural language understanding advances while pursuing independent research and implementation impact.

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FursaFursa
TikTok
TikTok
1 day ago

Machine Learning Engineer Graduate (Audio Understanding) - 2027 Start (PhD)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Work on speech and audio R&D to improve content understanding, interaction, and creation across TikTok products. Build and optimize full-duplex voice interaction and speech recognition systems for varied scenarios, and develop core audio-understanding technology with a focus on cutting-edge algorithms. Collaborate on multimodal deep learning and natural language understanding advances while pursuing independent research and implementation impact.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Support full-duplex voice interaction technology in practical applications and conduct research for voice interaction.
  • •Implement speech recognition in diverse business scenarios and continuously optimize core speech recognition performance.
  • •Build core technology systems for audio understanding, improving algorithm performance in audio understanding.
  • •Pursue and explore cutting-edge algorithms for the audio understanding domain.

Key Requirements

  • •Completing or recently completed a PhD in Software Development, Computer Science, Computer Engineering, or related technical discipline.
  • •Hands-on experience with speech recognition, audio understanding, and voice interaction algorithms, including optimizing models with large-scale data.
  • •In-depth practical experience in deep learning and LLM technologies, including familiarity with PyTorch.
  • •Strong coding skills with Linux development environment; proficient in C++ and Python.
  • •Ability to work independently while maintaining teamwork and interpersonal relationships.
Experience:Speech recognitionAudio understandingVoice interactionDeep learningMultimodal deep learning
Education:PhD / Doctorate
Skills:CommunicationStrong ownershipOrganizational skillsCoordinationTeamwork
Tech Stack:PyTorchLinuxC++PythonDeep learningLLMsSpeech recognitionNatural language understandingMultimodal deep learning

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