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:

● 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

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).

BeaconFire is an E-verified company and provides equal employment opportunities (visa

sponsorship provided).

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