Machine Learning Systems Architect

3 days ago


Singapore BYTEDANCE PTE. LTD. Full time
About ByteDance

ByteDance PTE. LTD., a leading technology company, seeks a skilled Machine Learning Systems Architect to join its team in Singapore.

We estimate the salary for this position to be around SGD 150,000 per year, based on industry standards and market conditions.

Job Description:

As a Machine Learning Systems Architect at ByteDance, you will play a crucial role in designing and developing scalable machine learning systems that enable our products to learn from data and make informed decisions.

The ideal candidate should have a strong background in distributed computing, parallel processing, and machine learning algorithms, as well as experience with high-performance computing, AI compilers, and large-scale system design.

Key responsibilities include optimizing large-scale parallel training for state-of-the-art deep learning algorithms, researching and developing machine learning systems, deploying ML systems, and managing cross-layer optimization of system and AI algorithms and hardware for machine learning.

Requirements:

To be successful in this role, you should have a Bachelor's degree or above in Computer Science, Distributed Computing, or a related field, and at least 3 years of experience in machine learning systems development, deployment, and optimization.

Familiarity with PyTorch, Jax, TensorFlow, and other popular machine learning frameworks is essential, as is expertise in C/C++, CUDA, Python, and Linux environment programming languages.

Preferred Qualifications:

A master's degree or Ph.D. in a relevant field, experience with GPU-based high-performance computing, RDMA high-performance networks, distributed training framework optimizations, and AI compiler stacks are highly desirable.

Proficiency in designing and operating large-scale systems in cloud computing or machine learning, in-depth CUDA programming, and performance tuning skills are also valuable assets.

Benefits:

At ByteDance, we value diversity, inclusivity, and collaboration. Our teams are passionate about creating innovative technologies that inspire creativity and enrich life.

We offer a competitive salary package, comprehensive benefits, and opportunities for growth and professional development in a dynamic and global organization.

We welcome applications from candidates who share our passion for machine learning, innovation, and collaboration.

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