Site Reliability Engineer, Machine Learning Systems

1 week ago


Singapur, Singapore BYTEDANCE PTE. LTD. Full time
About the Role

We are seeking a highly skilled Site Reliability Engineer to join our Large Model Team at ByteDance PTE. LTD. As a key member of our team, you will be responsible for ensuring the stability and efficiency of our machine learning systems, including large model deployment, training, evaluation, and inference.

Key Responsibilities
  • Ensure the stability of offline tasks/services in multi-data center, multi-region, and multi-cloud scenarios
  • Responsible for resource management and planning, cost and budget, including computing and storage resources
  • Responsible for global system disaster recovery, cluster machine governance, stability of business services, resource utilization improvement and operation efficiency improvement
  • Build software tools, products and systems to monitor and manage the mL infrastructure and services efficiently
  • Be part of the global team roster that ensures system and business on-call support
Requirements
  • Bachelor's degree or above, majoring in Computer Science, computer engineering or related fields
  • Strong proficiency in at least one programming languages such as Go/Python/Shell in Linux environment
  • Strong hands-on experience with Kubernetes and containers skills, and have more than 1 year of relevant operation and maintenance experience
Preferred Qualifications
  • Engage in the operation and maintenance of large-scale ML distributed system
  • Experience in operation and maintenance of GPU servers
  • Possess excellent logical analysis ability, able to reasonably abstract and split business logic, a strong sense of responsibility, good learning ability, communication ability, self-driven and good team spirit
  • Have good documentation principles and habits to be able to write and update workflow and technical documentation as required on time
About ByteDance

ByteDance is a global technology company that inspires creativity and enriches life. Our mission is to create an inclusive space where employees are valued for their skills, experiences, and unique perspectives. We are passionate about creating an environment that reflects the many communities we reach.



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