Cybermedia Technologies, LLC (CTEC)

AI, Machine Learning Engineer

Cybermedia Technologies, LLC (CTEC)

full-time

Posted on:

Location Type: Remote

Location: United States

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Tech Stack

CloudPySparkPythonPyTorchScikit-LearnSparkSQLTensorflow

About the role

  • Design and deploy autonomous AI agents capable of multi-step reasoning, tool-use, and self-correction to navigate complex federal benefit policies.
  • Develop "Guardrail" layers that synchronize probabilistic LLM outputs with rigid business rules, ensuring benefit determinations adhere strictly to legal and regulatory frameworks.
  • Implement advanced Retrieval-Augmented Generation (RAG) solutions, utilizing layout-aware parsing to extract information from dense manuals/documentation and unstructured data.
  • Design and evaluate machine learning models that support both data-driven predictions and symbolic/rule-based automation.
  • Deploy models into cloud environments with a focus on LLM-specific observability (tracing reasoning loops, monitoring for hallucinations, and detecting data drift in logic).
  • Ensure every AI-driven determination has a clear, human-readable "audit trail" or reasoning chain that justifies the outcome based on source documentation.
  • Work alongside solution architects and business stakeholders to translate complex health insurance policies into executable AI logic.

Requirements

  • 5–8+ years in Machine Learning or Data Science, with at least 2 years of hands-on experience with LLM orchestration and Generative AI frameworks.
  • Proficiency with tools such as LangChain, LangGraph, CrewAI, or Semantic Kernel for building multi-step agent workflows.
  • Strong proficiency in Python and experience with standard frameworks (PyTorch, TensorFlow, or Scikit-learn)
  • Strong SQL skills and experience with distributed data processing (Spark/PySpark) to handle large-scale enterprise data.
  • Ability to debug non-deterministic systems and implement rigorous evaluation frameworks (e.g., RAGAS, LLM-as-a-judge) data platforms.
Benefits
  • Paid vacation & Sick leave
  • Health insurance coverage
  • Career training
  • Performance bonus programs
  • 401K contribution & Employer Match
  • 11 Federal Holidays
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
Machine LearningData ScienceLLM orchestrationGenerative AI frameworksPythonPyTorchTensorFlowScikit-learnSQLdistributed data processing
Soft Skills
problem-solvingcollaborationcommunicationcritical thinkingattention to detail