Position Overview
We are seeking a highly experienced engineer with deep development expertise and a profound understanding of AI technology. You will serve as a core member of our AI solution development team responsible for the architectural optimization and feature expansion of AI products and solutions. You will focus on cutting-edge domains such as Text2SQL RAG (Retrieval-Augmented Generation) and AI Orchestration/Agents leveraging large language model (LLM) capabilities to solve complex business challenges particularly providing intelligent transformation solutions for vertical industries like manufacturing.
Key Responsibilities
* AI Architecture & Development: Lead the architectural design core coding and system optimization of LLM-based applications including Text2SQL RAG and AI Agents.
* Industry Scenario Implementation: Gain deep insights into manufacturing and industrial sectors to design and implement viable AI solutions (e.g. Enterprise Knowledge Bases Automated Report Generation Quality Optimization Assistants).
* Technical Orchestration & Integration: Utilize frameworks such as Langchain or Langgraph to orchestrate complex business workflows and develop sophisticated Business Agents.
* Full-Stack Collaboration: Execute high-quality backend development in Python while guiding or participating in the implementation of flexible interactive frontends using Vue or React.
* Core Team Member: Act as a technical pillar in product decision-making coordinate R&D resources and assume Product Management or Project Management functions as required.
Required Qualifications
* Experience & Background:
Development Seniority: 8 years of experience in internet or enterprise-grade product development.
AI Practical Experience: Minimum 2 years of hands-on development experience on AI-related products. Prior experience with a complete LLM application deployment project is a plus.
Industry Background: Experience with AI application development in the manufacturing/industrial sector or familiarity with production processes and systems like MES/EAP/ERP is highly preferred.
* Technical Stack (Mandatory):
Backend Proficiency: Mastery of Python with excellent algorithm design and code optimization skills
Frontend Capability: Proficiency in JavaScript and at least one modern framework ( or React) with the ability to implement complex data visualizations and interactive interfaces.
LLM Understanding: Familiarity with mainstream LLMs (GPT Claude Llama Qwen etc.) their characteristics and prompt engineering/optimization strategies.
* AI Frameworks & Tools:
* Familiarity with Langchain or Langgraph or similar AI application frameworks. Experience developing AI applications/Agents on these frameworks is preferred.
* Proficiency with at least one (RAGFlow Dify Coze) or similar AI orchestration/low-code platform. Experience building on these platforms is preferred.
* Database Technologies:
* Proficient in at least one relational database (MySQL PostgreSQL). Familiarity with Oracle Database is a plus.
* Familiar with at least one vector database (Milvus Weaviate etc.) and graph database (Neo4j).
* Core Skills:
* Ability to implement advanced product features. Thorough knowledge of system and application design.
* In-depth knowledge of competitors and the AI solution landscape.
* A Bachelors degree (A/BS or equivalent) in a relevant field is required. An advanced degree is highly desirable.
Additional Preferred Qualifications
* English Communication Capability
* Technical Learning Capability
* Management Potential: Possesses product manager mindset or experience in managing R&D teams as a core team member.
* Domain Expertise: Deep research and practical implementation experience in Text2SQL RAG retrieval optimization or Multi-Agent Collaboration systems.
* Learning Agility: Keeps abreast of AI research papers and technological evolution with the ability to quickly learn and apply new technologies.
Career Level - IC4
Required Experience:
Senior IC
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