Job Summary:
ByteDance is a leading technology company focused on advancing artificial general intelligence. They are seeking a graduate Research Scientist to contribute to cutting-edge research in speech and audio technologies, impacting billions of users worldwide through innovative product evolution.
Responsibilities:
• Contribute cutting-edge research to ByteDance product evolution (e.g., Douyin, Capcut, and more) to impact billions of users worldwide.
• Work on advanced science and technology in audio processing and generation (e.g., Dialogue Systems, Audio-Video Models, Speech Synthesis, Voice Conversion, Audio Codec Learning, Audio Language Modeling, etc.)
• Research, model, design, develop and evaluate novel machine learning models and algorithms.
• Collaborate with globally based researchers and engineering teams in developing machine learning models and algorithms.
Qualifications:
Required:
• Individuals who are completing or have recently completed a PhD degree in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
• Good knowledge of theoretical and empirical research in addressing research problems
• Solid knowledge and experience with at least one popular deep learning framework (e.g., PyTorch, TensorFlow) and familiarity with deep neural network architectures
• Experience in both neural and non-neural, classical machine learning models and algorithms
• As a condition of employment, all successful candidates must be able to establish authorization to work in the United States. For this position, the Company does not provide sponsorship or any immigration-related benefits.
Preferred:
• Research experience in one or more of the following fields: speech synthesis, audio generation, large language model, computer vision, generative models
• Strong first-author publications at accredited conferences such as(e.g., NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL etc.)
• Proficient in C / C + +, Python, and shell programming languages, and have a deep understanding of data structure and algorithm design
Company:
ByteDance is a technology company that develops content creation platforms and services. Founded in 2012, the company is headquartered in Beijing, CHN, with a team of 10001+ employees. The company is currently Late Stage.