Generative AI Engineer
BeaconFire Inc.
Location
πΊπΈ CA, United States
Type
full_time
Salary
Undisclosed
Posted
1mo ago
Job Description
Work Location: New York/New Jersey Job
Responsibilities
: β Collaborate with the team to design and develop high quality Web applications using Python, Flask, Django, and related technologies. β Write clean and efficient code, and ensure code maintainability and reusability. β Design and implement RAG pipelines on Google Cloud / Vertex AI (chunking, embeddings, indexing, retrieval, reranking, grounding). β Build agentic workflows (tool use, planning, reflection/guardrails, structured outputs) using Python-first frameworks. β Perform code reviews to ensure code quality and consistency. β Conduct testing to ensure application quality and reliability. β Create and maintain technical documentation for web applications. β Participate in project planning, estimation, and prioritization. β Stay up to date with the latest technologies for Python development. β Define and run evaluation (retrieval metrics, answer quality, hallucination/grounding checks), and improve system quality iteratively. β Ship to production: APIs, monitoring/observability, cost/performance optimization, CI/CD, and security best practices. Requirement: β Experience in software development in Python3. β Decent understanding of the software development/testing life cycle. β Knowledge of relational databases (e.g. MySQL, PostgreSQL, etc)slanguage skills. β Experience with version control tools, such as Git. β Experience building RAG solutions (hybrid search, reranking, chunking strategies, embeddings, prompt + schema design). β Familiar with at least one agentic framework (e.g., LangGraph/LangChain, LlamaIndex, Semantic Kernel, AutoGen) and tool/function calling patterns. β Solid knowledge of vector search concepts and at least one vector DB in production. β Strong engineering practices: code reviews, testing, telemetry, secure-by-design, reliability mindset.
Preferred Qualifications
: β Masterβs Degree in Computer Science, Software Engineering, or related field. β 1+ year professional experience in Python web application development with either Flask or Django. β Experience in RESTful API development in Python. β Understanding of Python web application frameworks such as Flask or Django. β Experience with Cloud services, such as AWS. β Experience with Vertex AI and GCP fundamentals (IAM, logging/monitoring, Cloud Run/GKE, storage). β Knowledge graphs for RAG (entity linking, graph traversal + retrieval fusion). β Streaming/messaging (Pub/Sub, Kafka), document pipelines (Document AI), and multilingual retrieval. β Experience with evaluation tooling (RAGAS, TruLens, custom eval harnesses), prompt/version management. β 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).