Solution Architect (AI platform)
CÔNG TY CỔ PHẦN VINSMART FUTURE
•
a day ago
Let's discuss
Hà Nội
Full-time
0+ years experience
Loading...
Solution Architect (AI platform)
CÔNG TY CỔ PHẦN VINSMART FUTURE
•
a day ago
Let's discuss
Hà Nội
Full-time
0+ years experience
Job Description
1. AI Platform Development & Optimization
- Design, build, and continuously enhance core features of the AI Platform, including: Multi-agent orchestration; RAG (Retrieval-Augmented Generation) pipelines; MCP (Model Context Protocol); Agent-to-Agent (A2A) communication.
- Ensure high performance, scalability, reliability, and maintainability of the platform.
2. AI-Based Product Development
- Develop and deliver AI-driven products built on top of the AI Platform, such as: Chatbots; Call bots; Humanoid robots
- Collaborate closely with product and AI teams to translate business requirements into scalable technical solutions.
3. Research & Development (R&D)
- Research and evaluate emerging AI technologies, including fine-tuning methods, prompt optimization techniques, and new agent frameworks.
- Propose and implement platform improvements based on technical advancements and business needs.
Requirements
1. Education
- Bachelor’s degree in Information Technology, Computer Science, Software Engineering, or a related field.
2. Work Experience
- Minimum 5+ years of experience in software development.
- At least 2+ years of hands-on experience working with AI Platforms, AI Agents, or Multi-Agent Systems.
3. Technical Skills
- Programming & Frameworks
- Strong proficiency in Python, including asynchronous programming with asyncio.
- Experience with Django or FastAPI frameworks.
- Hands-on experience with at least one AI framework such as LangChain, LlamaIndex, AutoGen, or CrewAI.
- Experience in prompt engineering, context management, and working with LLM providers (e.g., OpenAI, Anthropic, Claude, GPT-4).
- Experience handling multimodal inputs, including text, audio, image, and video.
- Strongly preferred: Deep understanding of RAG pipelines (document processing, vector embeddings, semantic search).
- Strongly preferred: Experience with MCP (Model Context Protocol) and Agent-to-Agent (A2A) communication.
4. Microservices & Architecture
- Experience working with both SQL (PostgreSQL, MySQL) and NoSQL (MongoDB, Elasticsearch).
- Experience designing event-driven architectures and asynchronous communication systems.
- Experience designing and developing RESTful APIs, WebSocket, and gRPC services.
- Experience designing pipeline/workflow-based applications.
5. Deployment & Cloud
- Strongly preferred: Hands-on experience with AWS (EC2, S3, Lambda, ECS/EKS, RDS, etc.).
- Solid understanding of cloud architecture and best practices.
- Advantage: Experience working in hybrid cloud environments (on-premise and cloud integration).
Nice to Have
- Experience fine-tuning Large Language Models (LLMs).
- Strong understanding of AI/ML concepts and end-to-end workflows.
- Experience with monitoring and observability tools.
Benefits
Lương thưởng hấp dẫn
Gói bảo hiểm khám chữa bệnh cao cấp và khám sức khỏe định kỳ tại Vinmec
Hưởng thêm các phúc lợi từ hệ sinh thái trong tập đoàn
Skills
Work Location
Hà Nội
CÔNG TY CỔ PHẦN VINSMART FUTURE
Company Country
Vietnam
Working Hour
Monday - Friday
Industry
Technology
Company Address
TechnoPark Tower, Vinhomes Ocean Park, Đa Tốn, Gia Lâm, Hanoi, Việt Nam
Loading...