AI Engineer Agentic AI Platform
Hạn nộp hồ sơ: 08/10/2026 (Còn 28 ngày)
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Mô tả công việc
Build and maintain LangGraph agents (ReAct pattern) that orchestrate multi-step reasoning across ERP, WMS, and accounting data.
Develop MCP connectors (FastMCP 2.x) to integrate external business APIs - NetSuite SuiteQL, [protected info], MS365, Google Workspace.
Design agent skills (prompt engineering + output schemas) for inventory analysis, cash flow forecasting, dead stock detection, and supplier signal extraction.
Build document ingestion pipelines: PDF, Word, Excel → structured data - layout parsing, table extraction, OCR for scanned documents.
Build RAG pipelines to let agents retrieve from internal docs (SOPs, product catalog, historical alerts) to explain decisions and suggest next steps.
Work with the LLM gateway (LiteLLM) to manage model routing, cost guardrails, and observability (Langfuse tracing).
Build async Python services (FastAPI) and wire agent-to-agent communication via Redis Streams.
Write unit tests for engine logic and integration tests with real Postgres + Redis (testcontainers).
Develop MCP connectors (FastMCP 2.x) to integrate external business APIs - NetSuite SuiteQL, [protected info], MS365, Google Workspace.
Design agent skills (prompt engineering + output schemas) for inventory analysis, cash flow forecasting, dead stock detection, and supplier signal extraction.
Build document ingestion pipelines: PDF, Word, Excel → structured data - layout parsing, table extraction, OCR for scanned documents.
Build RAG pipelines to let agents retrieve from internal docs (SOPs, product catalog, historical alerts) to explain decisions and suggest next steps.
Work with the LLM gateway (LiteLLM) to manage model routing, cost guardrails, and observability (Langfuse tracing).
Build async Python services (FastAPI) and wire agent-to-agent communication via Redis Streams.
Write unit tests for engine logic and integration tests with real Postgres + Redis (testcontainers).
Yêu cầu
1-3 years Python experience, comfortable with async (async/await, httpx, FastAPI).
Hands-on with LangGraph or LangChain agents - tool calling, state machines, multi-step reasoning.
Understands LLM patterns: prompt engineering, tool use, structured output (Pydantic), context window management.
Familiar with RAG: embeddings, vector search (pgvector / Qdrant), chunking strategies, retrieval quality evaluation.
Experience with document processing: PDF/Word/Excel parsing, OCR (PaddleOCR / Surya), layout analysis (Docling, PyMuPDF), table extraction.
Can read and integrate REST APIs with auth (OAuth1/2, API keys).
Writes production-ready code: type hints, tests, clear error handling.
Nice to have
Experience with FastMCP / MCP protocol.
Familiarity with Redis Streams or other event buses.
Exposure to multi-agent orchestration (supervisor pattern, A2A communication).
Agent evaluation: LLM-as-judge, tool call precision, trajectory eval.
Tool design patterns: idempotency, retry strategies, error recovery.
Domain knowledge in ERP, inventory, or cash flow management.
Hands-on with LangGraph or LangChain agents - tool calling, state machines, multi-step reasoning.
Understands LLM patterns: prompt engineering, tool use, structured output (Pydantic), context window management.
Familiar with RAG: embeddings, vector search (pgvector / Qdrant), chunking strategies, retrieval quality evaluation.
Experience with document processing: PDF/Word/Excel parsing, OCR (PaddleOCR / Surya), layout analysis (Docling, PyMuPDF), table extraction.
Can read and integrate REST APIs with auth (OAuth1/2, API keys).
Writes production-ready code: type hints, tests, clear error handling.
Nice to have
Experience with FastMCP / MCP protocol.
Familiarity with Redis Streams or other event buses.
Exposure to multi-agent orchestration (supervisor pattern, A2A communication).
Agent evaluation: LLM-as-judge, tool call precision, trajectory eval.
Tool design patterns: idempotency, retry strategies, error recovery.
Domain knowledge in ERP, inventory, or cash flow management.
Quyền lợi
Compensation: Based on competence + Holiday/Tet bonuses linked to business performance
Work alongside a team of experienced engineers and gain hands-on experience with real-world AIoT projects
Full social, health, and unemployment insurance coverage in accordance with current regulations
Clear career advancement path based on competence and performance
Dynamic, proactive, and creative tech startup environment
Opportunities to participate in industry events, seminars, training sessions, and team-building activities
Work alongside a team of experienced engineers and gain hands-on experience with real-world AIoT projects
Full social, health, and unemployment insurance coverage in accordance with current regulations
Clear career advancement path based on competence and performance
Dynamic, proactive, and creative tech startup environment
Opportunities to participate in industry events, seminars, training sessions, and team-building activities
Thông tin chung
- Thu nhập: Thỏa thuận
Nơi làm việc
- Tầng 9 - Hà Tây Millenium, Số 4 Quang Trung, Hà Đông
Việc làm tương tự khác
CÔNG TY CỔ PHẦN UDATA
Xem trang công ty- Địa chỉ công ty: Tầng 9, Toà tháp Thiên Niên Kỷ, số 4 Quang Trung, Phường Quang Trung, Quận Hà Đông, Thành phố Hà Nội, Việt Nam
- Quy mô: Từ 26 - 100 nhân viên
- Lĩnh vực: IT phần mềm
Thông tin công việc
Vị trí:
Nhân viên
Hình thức làm việc:
Toàn thời gian
Việc làm tương tự
Cảnh báo dấu hiệu lừa đảo tuyển dụng
Thu phí và cung cấp thông tin
- Phí hồ sơ, đồng phục, đặt cọc.
- Yêu cầu nộp bản gốc giấy tờ.
- Cung cấp mã OTP.
Hứa hẹn trúng tuyển 100%
- Không yêu cầu trình độ.
- Không cần thử việc.
Phỏng vấn bất thường
- Địa điểm xa văn phòng công ty.
- Phỏng vấn qua Telegram.
Yêu cầu làm nhiệm vụ
- Tải app, nạp tiền.
- Làm nhiệm vụ nhận thưởng.
Tin tuyển dụng sơ sài
- Mô tả công việc chung chung
- Nhiệm vụ đơn giản, thu nhập khủng
- Lỗi chính tả, đánh máy.
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