Agentic AI Engineer - Python, RAG & Vector DBs

BeaconFire Inc.; Austin (TX); On-site; USD 110,000 - 160,000; Full time

Job summary

BeaconFire Inc. in Austin invites applicants for an Agentic AI Python Developer role to build high-impact AI-powered web applications using Python, Flask, Django, and modern cloud technologies.

You will own end-to-end delivery of RAG pipelines, vector and graph databases, agent orchestration, evaluation, and deployment, ensuring scalable, reliable software. This position emphasizes collaboration, code quality, and staying current with emerging AI tooling, including LangChain, Vertex AI, and

Qualifications

• Experience building Python web apps with Flask or Django.
• Experience with RAG solutions and vector search technologies.
• RESTful API development in Python.
• Familiarity with cloud services and Vertex AI / GCP basics.
• Knowledge graphs for RAG and tooling patterns.

Responsibilities

• Collaborate to design and develop high-quality Web applications using Python, Flask, Django.
• Write clean, efficient code with maintainability and reusability.
• Design and implement RAG pipelines on Google Cloud / Vertex AI, including embeddings and indexing.
• Build agentic workflows (tool use, planning, reflection/guardrails, structured outputs).
• Perform code reviews and testing to ensure quality and reliability.
• Ship APIs, monitoring, and CI/CD with security best practices.

Skills

Python

Flask

Django

RAG pipelines

Vector DBs

Graph DBs

API development

CI/CD

Knowledge graphs

Tool calls

LangChain

Vertex AI

GCP

Code reviews

Education

Master's Degree in Computer Science or related field

Tools

Git

AWS

Vertex AI

GCP

LlamaIndex

Job description

BeaconFire Inc. in Austin invites applicants for an Agentic AI Python Developer role to build high-impact AI-powered web applications using Python, Flask, Django, and modern cloud technologies.

You will own end-to-end delivery of RAG pipelines, vector and graph databases, agent orchestration, evaluation, and deployment, ensuring scalable, reliable software. This position emphasizes collaboration, code quality, and staying current with emerging AI tooling, including LangChain, Vertex AI, and