Large Model Knowledge System Architecture Engineer - ByteRec

Large Model Knowledge System Architecture Engineer - ByteRec at TikTok in Singapore.

Responsibilities

1. Optimize the architecture of the knowledge system around the capabilities of large models and knowledge bases, and design and reconstruct the measurement system and industry delivery system for the capabilities of the knowledge system;
2. Participate in the technical solution design and development of the framework and middleware of the large model RAG architecture to achieve the feature delivery and demand support of the Public Cloud product;
3. Based on the application scenarios of large models, link up and down the ecosystem, provide a general-purpose domain Knowledge Base solution, encapsulate common patterns and processes, and provide stable external service capabilities;
4. Explore the design and development of the MultiModal Machine Learning Knowledge Base;

Requirements

1. Bachelor's Degree in Computer Science or related fields, with at least 3 years of relevant experience;
2. Solid programming skills, familiar with Python language, good code design style and coding ability, and good ability to solve practical problems;
3. Have a certain understanding of the RAG field, understand the common design paradigms of large model RAG knowledge systems, have a basic understanding of large model application frameworks, and have interest and enthusiasm for the implementation of large model applications;

Preferred Qualification

1. Experience in participating and contributing to open source communities

About the Company

The Volcano Engine Vector Database Knowledge Base team supports both internal and ToB customer requirements. We are responsible for the massive content processing of the Volcano Engine large model knowledge base and the effect tuning, evaluation and monitoring, and algorithm architecture optimization of the retrieval system architecture. We also provides technical solutions in framework construction, new feature delivery, and vertical solution construction, including: