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AI/ML Engineer

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Job Description - AI/ML Engineer

Role Overview: We are seeking a highly skilled AI/ML
Engineer to lead the development, scaling, and productionization of our
advanced AI Agent ecosystem. In this role, you will be responsible for
orchestrating multi -agent LLM systems and developing machine learning models to
analyze complex clinical data for our maternal -care platform.

You will directly oversee and mature three critical
intelligent agents: Agent 1 production billing reconciliation and payer
eligibility), Agent 2 navigation automation), and Agent 3 clinical
pattern recognition executing against an 11K+ escalation corpus).

Key Responsibilities:

  • Agent
    Orchestration:
    Design, build, and optimize multi -agent workflows using
    TypeScript/Node.js to call enterprise LLM APIs.
  • ML
    Pattern Recognition:
    Develop and train specialized Python -based
    machine learning pipelines to ingest and detect anomalies, trends, and
    risk indicators within an 11K+ clinical escalation corpus.
  • Agent
    Lifecycle Management:
    Maintain and iteratively improve Agent 1 (cross -reconciliation across PCM/BHI/RPM/CCM), advance Agent 2 through its deployment phases, and mature Agent 3 from build
    to production readiness.
  • Data
    Pipeline Integration:
    Work closely with the data engineering team to
    process structured and unstructured data via Snowflake (Snowpark /
    Python APIs)
    and ensure data compliance with HIPAA standards for
    handling Protected Health Information (PHI).
  • System
    Performance & Evaluation:
    Establish strict evaluation frameworks
    (evals) for LLM outputs to guarantee clinical safety, accuracy, and
    mitigation of hallucinations in triage recommendation queues.


Requirements

Required Technical Skills & Qualifications:

  • Languages: Advanced proficiency in Python (for ML data science workloads) and TypeScript
    / Node.js
    (for backend orchestration and API integration).
  • AI/LLM
    Frameworks:
    Strong experience with LLM orchestration frameworks (e.g.,
    LangChain, LlamaIndex, or LangGraph) and commercial/open -source LLM APIs.
  • Machine
    Learning NLP:
    Deep understanding of Natural Language Processing (NLP),
    text embedding generation, vector databases, and pattern -recognition
    techniques applied to unstructured text datasets.
  • Data
    Stack:
    Hands -on experience with Snowflake and Snowpark using Python APIs.
  • Healthcare
    Domain (Highly Preferred):
    Familiarity with US healthcare compliance,
    HIPAA data privacy requirements, and navigating clinical nomenclature.


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