Highly Skilled AI Researcher

12 hours ago


Singapore BYTEDANCE PTE. LTD. Full time

About the Role

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We are seeking a talented and ambitious researcher to join our team as an Algorithm Engineer at BYTEDANCE PTE. LTD.

The ideal candidate will have a strong foundation in machine learning, deep learning, and speech/audio technologies. They will be responsible for conducting cutting-edge research and development in speech/audio foundation models, contributing to the advancement of audio understanding, including multilingual speech recognition, speech translation, multimodal understanding and etc.

Responsibilities

  • Conducting cutting-edge research and development in speech/audio foundation models;
  • Contributing to the advancement of audio understanding, including multilingual speech recognition, speech translation, multimodal understanding and etc.;
  • Focusing on and driving the practical application of relevant technologies in business scenarios, including but not limited to closed-captions, voice dubbing, video understanding.

Requirements

To be successful in this role, you should have:

  • A Master's or PhD in computer science, mathematics, engineering or related field;
  • Experience in one or more areas of machine learning and deep learning, including but not limited to: Automatic Speech Recognition; Automatic Speech Translation; Speech/audio self-supervised learning and foundation models; Speaker recognition and verification; Speech emotion recognition; Multimodal foundation models; Large Language Model pretraining and finetuning.

Preferred Qualifications

The following qualifications are preferred but not required:

  • Publications in top-tier ML/DL venues such as NeurIPS, ICLR, ICML, AAAI and speech venues such as ICASSP, ASRU, Interspeech;
  • Deep understanding of Large Language models;
  • Familiar with distributed computing and large scale model training;
  • Familiar with deep learning frameworks such as TensorFlow and PyTorch;
  • Familiar with engineering principles and best practices;
  • Highly competent in algorithms and programming; Strong coding skills in C/C++ and Python;
  • Ability to work collaboratively in a fast-paced, multi-functional environments.

What We Offer

At BYTEDANCE PTE. LTD., we offer a competitive salary package, including:

$120,000 - $180,000 per year, depending on experience;

Ongoing professional development and growth opportunities;

A dynamic and supportive work environment;

A comprehensive benefits package, including medical, dental, and vision coverage, 401(k) matching, and paid time off.

How to Apply

If you are passionate about machine learning, deep learning, and speech/audio technologies, and are looking for a challenging and rewarding career opportunity, please submit your resume and cover letter to us.



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