ByteDance

Responsibilities

About the team:

The mission of our AML team is to push the next-generation AI infrastructure and recommendation platform for the ads ranking, search ranking, live & ecom ranking in our company. We also drive substantial impact on core businesses of the company. We are looking for Software Engineer New Grads to join our team to support and advance that mission.

Responsibilities:

• Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models.
• Responsible for building monitoring/managing tools to oversee the reliability and scalability of online inference servers
• Responsible for building tools to analyze bottlenecks and sources of instability and then design and implement solutions

Qualifications

Minimum Qualifications:

• Currently pursuing a PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
• Experience in developing and deploying large-scale distributed systems.
• Experience in ML/Deep learning Frameworks.
• Proficient in C/C++/Python/Golang, and have solid programming skills (e.g. algorithms and data structures).

Preferred Qualifications:

• Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/RDMA) or ML for Systems.
• Experience contributing to an open-sourced machine learning framework (tensorflow / jax / pytorch / torchscript /mxnet/ tensorrt).