RAG Backend Engineer: Knowledge Base & Vector DB

TIKTOK PTE. LTD.; Singapore; On-site; SGD 90,000 - 140,000; Full time

Benefits offered by this job

Meal allowance

Job summary

TikTok PTE. LTD. in Singapore is seeking a backend engineer to help develop and deliver the large model RAG framework and implement features for Public Cloud products.

The role focuses on building a robust knowledge base for large models, and maintaining the vector database backend for multi-modal data. You will also work on debugging, monitoring and billing scale initiatives. The position targets professionals with 3+ years of backend experience, proficient in Golang, Python or Java, and with

Qualifications

• Bachelor's degree in CS or related field with 3+ years of experience.
• Proficient in Golang, Python or Java with strong coding skills.
• Experience with public cloud and databases; knowledge of resource and permission management.

Responsibilities

• Participate in backend development and delivery of the large model RAG framework and feature delivery for Public Cloud products.
• Provide a general-purpose Knowledge Base solution for large models and stable external service capabilities.
• Maintain and expand the backend architecture of the vector database for MultiModal data.
• Contribute to backend debugging, monitoring, billing, and elastic scheduling for Public Cloud products.

Skills

Backend languages

Code design

Problem solving

Education

Bachelor's Degree in Computer Science or related fields

Job description

TikTok PTE. LTD. in Singapore is seeking a backend engineer to help develop and deliver the large model RAG framework and implement features for Public Cloud products.

The role focuses on building a robust knowledge base for large models, and maintaining the vector database backend for multi-modal data. You will also work on debugging, monitoring and billing scale initiatives. The position targets professionals with 3+ years of backend experience, proficient in Golang, Python or Java, and with