Solution Architect (AI platform)
CÔNG TY CỔ PHẦN VINSMART FUTURE
•
1 วันที่แล้ว
ตามตกลง
Hà Nội
เต็มเวลา
ประสบการณ์ 0+ ปี
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Solution Architect (AI platform)
CÔNG TY CỔ PHẦN VINSMART FUTURE
•
1 วันที่แล้ว
ตามตกลง
Hà Nội
เต็มเวลา
ประสบการณ์ 0+ ปี
รายละเอียดงาน
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.
ข้อกำหนด
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.
ผลประโยชน์
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
ทักษะ
สถานที่ทำงาน
Hà Nội
CÔNG TY CỔ PHẦN VINSMART FUTURE
ประเทศ
Vietnam
ชั่วโมงทำงาน
จันทร์ - ศุกร์
อุตสาหกรรม
ไอทีและเทคโนโลยี
ที่อยู่บริษัท
TechnoPark Tower, Vinhomes Ocean Park, Đa Tốn, Gia Lâm, Hanoi, Việt Nam
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