Python AI Engineer

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

We’re currently hiring for an exciting Agentic AI Python Developer role, and I wanted to reach out to see if you or someone in your network might be interested. This is a fantastic opportunity to work on high-impact projects using modern technologies in a collaborative and growth-oriented environment.

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

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

• 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,
• Familiar with at least one agentic framework (e.g., LangGraph/LangChain, LlamaIndex,
• Semantic Kernel, AutoGen) and tool/function calling patterns.
• Solid knowledge of vector search concepts and at least one vector DB in production.
• reliability mindset.

Preferred Qualifications

• Master's Degree in Computer Science, Software Engineering, or related field.
• 1+ year professional experience in Python web application development with either
• Flask or Django.
• Experience in RESTful API development in Python.
• Understanding of Python web application frameworks such as Flask or Django.
• Experience with Cloud services, such as AWS.
• Experience with Vertex AI and GCP fundamentals (IAM, logging/monitoring, Cloud
• Run/GKE, storage).
• Knowledge graphs for RAG (entity linking, graph traversal + retrieval fusion).
• Streaming/messaging (Pub/Sub, Kafka), document pipelines (Document AI), and
• Experience with evaluation tooling (RAGAS, TruLens, custom eval harnesses),
• Frontend integration (basic React/Next.js) or platform enablement (internal developer
• tooling).