Associate Product Architect

Yantran LLC

  • PLANO, TX
  • 16 days ago

    Highlights

    We are seeking an AI Engineer to design and deploy production-grade AI solutions across LLM applications, RAG pipelines, retrieval systems, and scalable ML services. This role blends model orchestration, search relevance, MLOps, and cross-functional collaboration to deliver reliable, high-impact AI products.

    Numbers & Facts

    LocationPLANO, TX

    Description

    Greetings!
    AI/ML Engineer
    Plano Texas,5 days onsite since day 1
    We are seeking an AI Engineer to design and deploy production-grade AI solutions across LLM applications, RAG pipelines, retrieval systems, and scalable ML services. This role blends model orchestration, search relevance, MLOps, and cross-functional collaboration to deliver reliable, high-impact AI products.
    Responsibilities
    Build and optimize LLM, RAG, and multi-agent workflows for production use cases.
    Design retrieval systems using vector search, reranking, and metadata filtering.
    Fine-tune, evaluate, and benchmark models to improve output quality and business impact.
    Deploy AI/ML services with strong standards for latency, scalability, and observability.
    Develop data, inference, and experimentation pipelines in partnership with product and engineering teams.
    Required Qualifications
    Strong Python and SQL skills with solid machine learning and NLP fundamentals.
    Experience with LangChain, LangGraph, LlamaIndex, prompt engineering, and retrieval optimization.
    Familiarity with vector databases and search tools such as Pinecone, OpenSearch, FAISS, or pgvector.
    Experience with Docker, Kubernetes, MLflow, CI/CD, and cloud platforms such as Azure.
    Preferred Qualifications
    Experience fine-tuning open-source models using LoRA, QLoRA, SFT, or DPO.
    Background in high-scale, low-latency AI systems and enterprise data platforms.
    Ability to work across research, engineering, and product teams to ship AI solutions into production.

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