Verified Job On Employer Career Site

Job Summary:

ByteDance is a company founded in 2012 with a mission to inspire creativity and enrich life through innovative products. They are seeking a Software Engineer Graduate to join their Applied Machine Learning team, focusing on designing and implementing machine learning systems for various ranking models and improving machine learning infrastructure.

Responsibilities:

• Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models.

• Responsible for improving the machine learning infrastructure's usability, flexibility, and efficiency.

• Responsible for improving the workflow of model training and serving, data pipelines and resource management for multi-tenancy machine learning systems.

• Responsible for designing and developing key components of ML infrastructure

Qualifications:

Required:

• Currently pursuing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline

• Proficient in C/C++/Python/Golang, and have solid programming skills(e.g. algorithms and data structures)

• Familiar with deep learning frameworks (TensorFlow/Pytorch)

• Ability to work independently and complete projects from beginning to end and in a timely manner

• Good communication and teamwork skills to clearly communicate technical concepts with other teammates

Preferred:

• Experience contributing to an open sourced machine learning framework (TensorFlow/PyTorch), experience on improving core machine learning infrastructure

• Experience in big data orchestration frameworks (e.g., K8s/Spark/Hadoop/Flink), experience in resource management and task scheduling for large scale distributed systems, experience in building solutions with AWS, GCP, Azures, OCI, AliCloud or other cloud services

• Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/TPU/RDMA) or ML for Systems

• Experience in developing and deploying large-scale systems(e.g. Monitoring, Analyzing, Troubleshooting, and Notification systems), strong understanding of code optimizing, routine task automation and failure self-healing, familiar with IaC technologies like Terraform/Ansible

Company:

ByteDance is a technology company that develops content creation platforms and services. Founded in 2012, the company is headquartered in Beijing, Beijing, CHN, with a team of 10001+ employees. The company is currently Late Stage. ByteDance has a track record of offering H1B sponsorships.