BeaconFire is based in Central NJ, specializing in Software Development, Web Development,
and Business Intelligence; looking for a strong agentic AI developer who can build and
productionize Vertex AI–based RAG systems (Vertex AI Search / Vertex AI RAG patterns),
design reliable tool-using agents, and work comfortably with vector databases and graph
databases. You’ll own end-to-end delivery: ingestion, retrieval, agent orchestration, evaluation,
and deployment.
Job Responsibilities:
- Collaborate with the team to design and develop high quality Web applications using
- Python, Flask, Django, and related technologies.
- Write clean and efficient code, and ensure code maintainability and reusability.
- Design and implement RAG pipelines on Google Cloud / Vertex AI (chunking,
- embeddings, indexing, retrieval, reranking, grounding).
- Build agentic workflows (tool use, planning, reflection/guardrails, structured outputs)
- using Python-first frameworks.
- Perform code reviews to ensure code quality and consistency.
- Conduct testing to ensure application quality and reliability.
- Create and maintain technical documentation for web applications.
- Participate in project planning, estimation, and prioritization.
- Stay up to date with the latest technologies for Python development.
- Define and run evaluation (retrieval metrics, answer quality, hallucination/grounding
- checks), and improve system quality iteratively.
- Ship to production: APIs, monitoring/observability, cost/performance optimization, CI/CD,
- and security best practices.
Requirement:
- Experience in software development in Python3.
- Decent understanding of the software development/testing life cycle.
- Knowledge of relational databases (e.g. MySQL, PostgreSQL, etc)slanguage skills
- Experience with version control tools, such as Git.
- Experience building RAG solutions (hybrid search, reranking, chunking strategies,
- embeddings, prompt + schema design).
- Familiar with at least one agentic framework (e.g., LangGraph/LangChain, LlamaIndex,
- Semantic Kernel, AutoGen) and tool/function calling patterns.