Agentic AI Python Developer

BeaconFire Inc.; Atlanta (GA); On-site; USD 120,000 - 160,000; Full time

Job summary

Beaconfire is seeking an Agentic AI Python Developer to design, build, and productionize Python-based web applications and Vertex AI RAG pipelines. You will own end-to-end delivery from ingestion to deployment, including embeddings, retrieval, and agent orchestration.

The role requires strong Python development skills, experience with Flask/Django, and familiarity with vector databases, cloud services, and modern AI tooling. Collaboration and code quality are emphasized.

Qualifications

• Experience in Python web development with Flask or Django.
• Experience designing and deploying RESTful APIs in Python.
• Knowledge of Vertex AI, GCP IAM, logging/monitoring, and GKE.
• Strong understanding of RAG pipelines and vector databases.
• Familiarity with agentic frameworks and tool/function calling patterns.

Responsibilities

• Design and develop high quality web applications using Python, Flask, Django.
• Build and productionize Vertex AI-based RAG systems including chunking, embeddings, indexing and retrieval.
• Create agentic workflows with tool use, planning, and guardrails.
• Write maintainable code, perform reviews, and ensure test coverage and telemetry.
• Produce documentation and participate in planning, estimation, and prioritization.

Skills

Python

Flask

Django

Vertex AI

RAG pipelines

Vector databases

APIs

Git

Cloud (GCP/AWS)

Testing

Documentation

Education

Master's degree in CS or related field

Tools

LangChain

LlamaIndex

Semantic Kernel

AutoGen

Job description

Hi

Rameez here from Beaconfire. I hope you7re doing well! We7re currently hiring for an exciting Agentic AI Python Developerrole, 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

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. You7ll 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.
• Solid knowledge of vector search concepts and at least one vector DB in production.
• Strong engineering practices: code reviews, testing, telemetry, secure-by-design,
• reliability mindset.

Preferred Qualifications:

• Master9s 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
• multilingual retrieval.
• Experience with evaluation tooling (RAGAS, TruLens, custom eval harnesses),
• prompt/version management.
• Frontend integration (basic React/Next.js) or platform enablement (internal developer
• tooling).

Rameez Khan

Technical Recruiter

Beaconfire