Software Engineer for Large Scale Machine Learning Systems
2 days ago
About the Role
As a Software Engineer on our Machine Learning Systems team at BYTEDANCE PTE. LTD., you will play a critical role in designing and developing cutting-edge machine learning systems that drive innovation in AI and deep learning.
Key Responsibilities:
- Design, develop, and deploy scalable machine learning systems for large-scale language models.
- Collaborate with cross-functional teams to integrate machine learning algorithms with hardware accelerators, such as GPUs and ASICs.
- Optimize system performance and efficiency through advanced algorithms and data structures.
- Contribute to the development of heterogeneous computing architectures and management systems.
- Pursue research and development in areas like distributed systems, compilers, HPC, and RDMA networking.
Requirements:
- PhD in Computer Science or related field with expertise in distributed, parallel computing principles and recent advances in computing, storage, networking, and hardware technologies.
- Familiarity with machine learning algorithms and platforms, including TensorFlow, PyTorch, and CUDA.
- Strong understanding of how GPU and/or ASIC work and experience with high-performance computing environments.
- Expertise in at least one or two programming languages: C/C++, Python, or Java.
Benefits:
At BYTEDANCE PTE. LTD., we offer a dynamic and inclusive environment where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace. We are passionate about celebrating our diverse voices and creating an environment that reflects the many communities we reach.
Compensation:
The estimated salary for this role is $120,000 - $180,000 per year, depending on experience and qualifications.
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