Agentic AI Python Engineer: RAG & Vertex AI

BeaconFire Inc.; Orlando (FL); On-site; USD 120,000 - 150,000; Full time

Job summary

BeaconFire Inc. is seeking an Agentic AI Python Developer to build and productionize Vertex AI based RAG systems, design reliable agents, and work with vector databases.

You\'ll own end-to-end delivery: ingestion, retrieval, agent orchestration, evaluation, and deployment. Responsibilities include designing web apps with Python, Flask, Django; writing clean code; building RAG pipelines on Google Cloud; creating agentic workflows; reviewing code; testing; documenting; planning and prioritization;

Qualifications

• Experience in Python web application development and lifecycle
• Strong understanding of RESTful APIs and scalable architectures
• Familiarity with RAG/LLM integration and vector databases

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.

Skills

Python

Web development

Git

CI/CD

Testing

Documentation

Cloud computing

Education

Master's degree

Tools

Flask

Django

Vertex AI

LangChain

LlamaIndex

Semantic Kernel

Google Cloud

Job description

BeaconFire Inc. is seeking an Agentic AI Python Developer to build and productionize Vertex AI based RAG systems, design reliable agents, and work with vector databases.

You\'ll own end-to-end delivery: ingestion, retrieval, agent orchestration, evaluation, and deployment. Responsibilities include designing web apps with Python, Flask, Django; writing clean code; building RAG pipelines on Google Cloud; creating agentic workflows; reviewing code; testing; documenting; planning and prioritization;