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Senior Backend Engineer (Machine Learning Server Parameter) - EGO team

Shopee
3-5 Years
Singapore
  • Posted 4 hours ago
  • Be among the first 10 applicants

Job Description

Job Description:

  • Develop distributed Parameter Server (PS) systems for large-scale sparse model training and inference platforms in the search, advertising, and recommendation domains. The system should support high-throughput parameter read/write and update operations, handle hundreds of billions of features and TB-level sparse models, enable online real-time learning, and meet algorithmic needs such as feature admission and expiration.
  • Participate in the development of the one-stop machine learning platform, integrating the PS system into the platform to provide a user-friendly, stable, high-performance, and platform-level distributed parameter service system. Enhance the platform's efficiency and usability, accelerating the model iteration process for algorithm teams.

Requirements:

  • Bachelor's degree or above in Computer Science, Electronics, Automation, Software Engineering, or related fields, with at least 3 years of work experience.
  • Proficient in C++ programming with strong low-level technical skills adept at multi-threaded programming, lock optimization, memory pool, thread pool, template programming, GDB debugging, performance tuning, and RPC frameworks.
  • Familiarity with distributed PS systems, distributed system backend optimization, high-performance in-memory KV systems, KV storage systems based on NVMe-SSD, and high-performance client-server architecture systems is a plus.
  • Highly passionate about computer technology, proactive in learning, with a strong spirit of in-depth research and hands-on practice. Maintains high standards and strict requirements for delivered code works with rigor and attention to detail.
  • Strong team player with excellent continuous learning ability.

More Info

Job Type:
Permanent Job
Industry:
Internet/E-commerce
Function:
Computer Science
Employment Type:
Full time

About Company

Job ID: 152508751

Last Updated: 20-08-2026 02:36:30 AM
Homejobs in SingaporeSenior Backend Engineer (Machine Learning Server Parameter) - EGO team

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Senior Backend Engineer (Machine Learning Server Parameter) - EGO team

Shopee
Singapore

Skills:

Performance Tuning, template programming, memory pool, distributed PS systems, thread pool, high-performance in-memory KV systems, high-performance client-server architecture systems, RPC frameworks, multi-threaded programming, GDB debugging, distributed system backend optimization, KV storage systems based on NVMe-SSD

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