VSF (VinSmart Future)
Tóm tắt
*VinSmart Future (VSF) is the leading technology company within the Vingroup Corporation, formed by the merger of the group's entire technology ecosystem, including VinApp, VinIT, VinBigdata, and other tech units. As a core driver of Vingroup's future growth, VSF is at the forefront of technological development, with artificial intelligence (AI) as its foundation. With a talented team of nearly 4,000 local and international technology experts, VSF focuses on creating high\-utility technologies that enhance lives and connect data, models, and infrastructure to unlock new possibilities..*
Build and operate scalable backend and AI platforms, with Python as the primary language. The role owns production Retrieval\-Augmented Generation (RAG) and agentic capabilities across APIs, data, infrastructure and user\-facing workflows, while welcoming strong engineers with relevant experience in Go, Java, Node.js or other modern technology stacks.
·
Develop and maintain backend and AI\-platform services, primarily in Python; use Go, Java, Node.js or other suitable technologies when they improve performance or reliability.
·
Deliver document ingestion and processing, chunking, embeddings, vector/hybrid search, retrieval and reranking, context management, prompt optimization and quality evaluation.
·
Build multi\-agent orchestration, MCP, A2A, tool integration, state/task coordination, and integrations with LLM providers such as OpenAI and Anthropic.
·
Create REST/GraphQL APIs, microservices and event\-driven workflows; integrate SQL, NoSQL, vector databases and third\-party services.
·
Improve concurrency, asynchronous processing, caching, Kafka\-based messaging, observability and large\-scale data processing.
·
Apply automated testing, code review, documentation, security practices, CI/CD, Docker/Kubernetes, cloud and infrastructure as code.
·
Partner with AI/ML, Product, Design and Frontend teams; mentor engineers and evaluate emerging AI technologies.
·
Bachelor's degree in Computer Science, Software Engineering or a related field, with 5\+ years of backend or full\-stack software development experience.
·
Strong production Python and clean\-code skills; experience with one or more of Go, Java, Node.js or comparable backend languages; sound knowledge of concurrency, threading and event loops.
·
Hands\-on experience with FastAPI, Flask or equivalent frameworks; REST/GraphQL, microservices, event\-driven architecture, system design, SOLID principles and design patterns.
·
Hands\-on delivery of RAG/LLM systems covering document processing, embeddings, semantic/vector/hybrid search, retrieval, context and prompt engineering, LLM\-provider integration, multi\-agent orchestration and MCP/A2A; experience with LangChain, LlamaIndex, AutoGen or CrewAI is valued, and 2\+ years in AI platforms, RAG or agents is preferred.
·
PostgreSQL/MySQL, Redis/MongoDB, vector stores such as Qdrant, Pinecone, Weaviate or Milvus, plus Kafka and asynchronous processing.
·
Git, Docker, Kubernetes and CI/CD; AWS/GCP/Azure and Terraform/CloudFormation experience are preferred.
·
Unit/integration/edge\-case testing, OWASP, rate limiting, logging, token management, monitoring/observability, debugging and performance optimization; strong communication and mentoring. React or Vue.js experience is a plus.
For more information, please contact the Talent Acquisition Department – VinSmartFuture.
Đang tải…