Quick Overview
Seniority
Mid Senior
Work mode
Hybrid
Location
Dallas, TX, United States
Posted
Yesterday
FastAPIGenerative AILLMPostgreSQLPython
Job Description
We are looking for an experienced GenAI Developer with strong hands-on experience in building and deploying Generative AI and LLM-powered applications. The ideal candidate should have expertise in Python, RAG, prompt engineering, AI agents, LangChain/LangGraph, vector databases, and cloud-based AI services.
Comparable current roles emphasize production-grade GenAI development with Python, LLMs, RAG, vector search, agentic workflows, FastAPI, and cloud deployment.
Key Responsibilities
- Design and develop enterprise-grade Generative AI applications.
- Build applications using Large Language Models (LLMs) such as OpenAI, Claude, Gemini, Llama, or other foundation models.
- Develop and implement RAG (Retrieval-Augmented Generation) solutions.
- Build document ingestion and processing pipelines, including chunking, embeddings, retrieval, and response generation.
- Design and optimize prompts for different business use cases.
- Develop AI agents and Agentic AI workflows.
- Implement multi-agent systems, tool calling, function calling, and workflow orchestration.
- Work with frameworks such as LangChain, LangGraph, LlamaIndex, CrewAI, or AutoGen.
- Integrate LLMs with enterprise applications, databases, APIs, and external tools.
- Develop scalable backend services using Python and FastAPI.
- Work with vector databases for semantic search and knowledge retrieval.
- Evaluate and improve LLM response quality, accuracy, latency, reliability, and cost.
- Implement AI security, guardrails, validation, and responsible AI practices.
- Deploy and support GenAI applications in production environments.
- Collaborate with Data Engineers, ML Engineers, Software Developers, Architects, and Product teams.
Required Skills
- 3+ years of experience in software development, with hands-on GenAI/AI experience.
- Strong proficiency in Python.
- Hands-on experience with Generative AI and LLM applications.
- Strong knowledge of Prompt Engineering.
- Experience designing and developing RAG pipelines.
- Experience with LangChain and/or LlamaIndex.
- Experience with LangGraph or Agentic AI frameworks is highly preferred.
- Experience with:
- Embeddings
- Semantic Search
- Vector Search
- Document Processing
- Knowledge Retrieval
- Experience with vector databases such as:
- Pinecone
- FAISS
- Chroma
- Weaviate
- PostgreSQL with pgvector
- OpenSearch
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