Large Model Knowledge System Architecture Engineer, ByteRec

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Architecture & Urban PlanningEducation: bachelorsSkills: ["Problem-solving","Enthusiasm","Interest"]

Join the Volcano Engine Vector Database Knowledge Base team to architect a large-model knowledge system and improve retrieval performance. You’ll design and rebuild measurement and delivery components, develop framework and middleware for large-model RAG, and create general-purpose domain knowledge base solutions. The role also includes exploring multimodal machine-learning knowledge base development and delivering stable external service capabilities.

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FursaFursa
TikTok
TikTok
1 month ago

Large Model Knowledge System Architecture Engineer, ByteRec

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Source: Company careers pageValidated by: Fursa AI
Last checked: 18 hours agoStatus: Live

Job Summary

Join the Volcano Engine Vector Database Knowledge Base team to architect a large-model knowledge system and improve retrieval performance. You’ll design and rebuild measurement and delivery components, develop framework and middleware for large-model RAG, and create general-purpose domain knowledge base solutions. The role also includes exploring multimodal machine-learning knowledge base development and delivering stable external service capabilities.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Architecture & Urban Planning

Key Responsibilities

  • •Optimize the architecture of the knowledge system for large models and knowledge bases, including redesigning measurement and delivery systems.
  • •Design and develop framework and middleware for large model RAG to support feature delivery and Public Cloud demand.
  • •Create general-purpose domain Knowledge Base solutions by connecting ecosystem capabilities for different large-model application scenarios.
  • •Encapsulate common patterns and processes and provide stable external service capabilities.
  • •Explore the design and development of a MultiModal Machine Learning Knowledge Base.

Key Requirements

  • •Bachelor’s degree in Computer Science or related fields.
  • •Solid programming skills with strong Python ability and good code design style.
  • •Ability to solve practical problems using clean design and coding practices.
  • •Understanding of the RAG field and common design paradigms for large model RAG knowledge systems.
  • •Experience contributing to open source communities (preferred).
Experience:Open sourceRAGLarge language modelsMultimodal machine learning
Education:Bachelor's
Skills:Problem-solvingEnthusiasmInterest
Tech Stack:Python

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn