AI Machine Learning Scientist Associate

CareBridge-posted 3 months ago
$110,440 - $165,660/Yr
Full-time • Entry Level
Chicago, IL
251-500 employees
Ambulatory Health Care Services
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The AI Machine Learning Scientist Associate is responsible for junior level Artificial Intelligence (AI) scientific and statistical methods to assist with product creation, development and improvement. This role requires associates to be in-office 1 - 2 days per week, fostering collaboration and connectivity, while providing flexibility to support productivity and work-life balance. This approach combines structured office engagement with the autonomy of virtual work, promoting a dynamic and adaptable workplace.

  • Develops and maintains infrastructure systems that connect internal data sets.
  • Creates new data collection frameworks for structured and unstructured data.
  • Assists in leading enterprise-scale AI initiatives by designing horizontal capabilities such as RAG, evaluations-as-a-service, prompt/version control, guardrails, feature, and vector stores, adopted across business units.
  • Develops, analyzes, and models complex operational, clinical, and economic data, while delivering end-to-end ML systems (XGBoost / LightGBM) and LLM systems with clear SLOs.
  • Assists in building scalable solutions including cloud lakehouse (Databricks / Spark, SQL), streaming (Kafka/Kinesis), and API-first approaches; oversees serving technologies (vLLM / Triton / KServe / Ray / SageMaker).
  • Establishes and manages LLMOps / MLOps processes using tools like MLflow, CI/CD, and IaC, focusing on observability, drift detection, hallucination rates, and maintaining SLOs/SLAs.
  • Implements data leadership strategies that include data contracts, quality SLAs, and FHIR-aware design for PHI/PII, with a focus on embedding/vectorization strategies.
  • Develops Responsible AI frameworks including fairness/robustness evaluations, red-teaming, and model risk management, ensuring audit readiness (HIPAA, SOC 2, HITRUST).
  • Assists other Machine Learning Scientists with development and implementation of machine learning algorithms and data modeling.
  • Assists in determining cause and effect relations.
  • Requires a Bachelor's degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent degree and 1 or more years of experience; or any combination of education and experience in configuration management, which would provide an equivalent background.
  • Prefer Master's or PhD. degrees in a quantitative field (or equivalent) and 2+ years of experience in building production ML/LLM systems.
  • Comprehensive benefits package
  • Incentive and recognition programs
  • Equity stock purchase
  • 401k contribution
  • Paid Time Off
  • Medical, dental, vision benefits
  • Short and long term disability benefits
  • Life insurance
  • Wellness programs
  • Financial education resources
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