Senior Machine Learning Architect

1 day ago

Singapore BYTEDANCE PTE. LTD. Full time

Establish yourself as a pioneer in the field of machine learning systems engineering by joining BYTEDANCE PTE. LTD. at their Singapore office.

About ByteDance

We are an innovative technology company that inspires creativity and enriches life. With a diverse range of products, including TikTok and platforms specific to the China market, we aim to make it easier and more fun for people to connect with, consume, and create content.

Salary: $120,000 - $180,000 per year

The salary range is estimated based on the title, job description, and location. As a Research Engineer, you can expect a competitive compensation package that reflects your skills and experience.

Job Description:

We are seeking talented individuals who share our passion for innovation and excellence. The ideal candidate will have a strong background in computer science, engineering, or a quantitative field, with a focus on distributed and parallel computing principles. You should be familiar with machine learning algorithms and platforms, as well as have a basic understanding of GPU and/or ASIC architecture.

The responsibilities of this role include developing and researching our machine learning systems, managing cross-layer optimisation of system and AI algorithms and hardware, implementing general-purpose training framework features and model-specific optimisations, and improving efficiency and stability for extremely large-scale distributed training jobs.

In return for your expertise, you will receive unparalleled opportunities for growth and development, pursue bold ideas, and explore limitless possibilities with our team. Our mission is to inspire creativity and enrich life, and we invite you to join us on this exciting journey.

Required Skills and Qualifications:
  • PhD in Computer Science, engineering, or a quantitative field
  • Familiarity with machine learning algorithms and platforms
  • Basic understanding of GPU and/or ASIC architecture
  • Expertise in at least one programming language, such as C/C++, CUDA, or Python
Benefits:

At BYTEDANCE PTE. LTD., we value diversity and inclusivity. We believe that every employee brings unique perspectives and skills to the table, and we strive to create an environment that celebrates these differences. As a member of our team, you can expect a comprehensive benefits package that includes competitive pay, opportunities for growth and development, and a dynamic work environment that supports your success.

About the Team:

The Machine Learning Systems team at BYTEDANCE PTE. LTD. provides end-to-end machine learning experiences and resources for the company. We build heterogeneous ML training and inference systems based on GPU and AI chips, advance the state-of-the-art of ML systems technology, and accelerate models like stable diffusion and LLM. We also develop research and development of hardware acceleration technologies for AI and cloud computing, using technologies such as distributed systems, compilers, HPC, and RDMA networking. Our team is reinventing the ML infra for large-scale language models, and we are looking for talented individuals to join us in 2025.

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