Logistics Algorithm Engineer

1 week ago


Singapore TIKTOK PTE. LTD. Full time

About Us

We are TikTok Shop engineering team, responsible for supporting the implementation of supply chain and logistics algorithm capabilities.

Our team has developed many online services with millions of QPS, and also developed many computing links for video content understanding.

We are committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.

This is a challenging role that requires expertise in software development, specifically in building high-concurrent online services.

The successful candidate will have strong knowledge of computer science fundamentals, including algorithms, data structures, and software design patterns.

Responsibilities include:

  • Designing and implementing high-performance, high-availability, and flexible architecture for complex business scenarios.
  • Abstracting and precipitating general business architecture to improve the basic ability to reuse.
  • Ensuring the stability of services and continuously improving R&D efficiency.

Requirements:

  • Bachelor or higher degree in Computer Science or related technical discipline.
  • At least 1 year experience developing highly scalable backend services and systems using at least one of Java/Golang/Python.
  • Familiar with mainstream KV (Redis/MongoDB), ElasticSearch and vector retrieval architecture, familiar with common basic components such as message queue and rule engine, familiar with big data computing tools such as Hive, Hdfs, Hbase, with multi-threading and high-performance design, coding and performance experience in tuning.

Preferred Qualifications:

  • Understand the commonly used Machine Learning principles, understand the workflow of algorithm engineers, and have experience in model engineering tuning.
  • Excellent problem disassembly and analysis skills, cross-team communication and coordination skills.

We are looking for talented individuals who share our passion for innovation and excellence.



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