Software Engineer

7 days ago

Singapore TikTok Full time

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

The Cloud Infrastructure team, based in Singapore, supports many of our star products and core business lines, serving hundreds of millions of users every day. We actively embrace open source and innovative software/hardware architecture, building a series of infrastructure to ensure the best R&D practices and enable the overall development of the company.

The Infrastructure NoSQL team faces all mid-platform and business lines in TikTok and its affiliates, operating across tens of thousands of servers and dealing with data far beyond the PB level. We have self-developed distributed kv/caching systems, global distributed tables storage systems and massive graph database products. Combined with the industry's new hardware and software stack technology, we strive for the continuous evolution of the next generation of products.

**Responsibilities**:

- Participate in the design and development of our self-developed distributed Graph Neural Network (GNN) training/inference systems over a large-scale graph dataset;
- Familiar with C++, Python development in Linux environment, familiar with multi-threading, network programming, cloud native K8S and other technologies;
- Familiar with Tensorflow, Pytorch, Ray framework;
- Possess good communication skills and ability to work well in a team.

Preferred Qualifications
- At least 3 years of relevant experience;
- Familiar with existing industry open source GE/GNN systems (e.g., DGL, PYG, Euler, GraphLearn, BigGraph, etc).

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