Full Stack Lead

Lippo Mall Head Office • Banten

Pengalaman min. 5 tahun • S1

Posted 4 days ago


Description

  • Design and build GenAI pipelines with LLMs using SQL, vector, and semantic knowledge sources
  • Develop RESTful API endpoints for chatbot interactions, analytics, and admin tooling
  • Integrate and optimize semantic search tools (e.g., Weaviate) and structured SQL/PostgreSQL databases
  • Implement dynamic prompt templates including memory, tool syntax, and schema grounding
  • Engineer agent workflows capable of reasoning over graph knowledge and historical context
  • Develop and maintain internal user interfaces for QA validation, control and dashboard integration
  • Handle caching, logging, and performance monitoring using Redis and PostgreSQL
  • Collaborate with product and data teams in Agile sprints to continuously improve system capabilities

Requirement

  • Minimum 5 years of full stack development experience, including 1–2 years of hands-on work with GenAI/LLM technologies
  • Proficiency in Python and backend frameworks (Flask/FastAPI)
  • Strong understanding of RESTful API design and implementation
  • Experience with LLMs via APIs (e.g., OpenAI, Gemini, Claude, etc.)
  • Familiarity with prompt engineering, token management, and few-shot design
  • Knowledge of semantic retrieval, embeddings, and vector databases (e.g., Weaviate, Pinecone)
  • Ability to construct SQL queries and validate model-generated syntax
  • Frontend knowledge: HTML, JavaScript, AJAX, template engines (e.g., Jinja2)
  • Working experience with Redis, PostgreSQL, and data serialization formats (e.g., JSON)

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