Director of AI Evaluation

Geisinger

Completely RemoteFull TimeInformation Technology
Posted Today

Job description

Responsibilities

  • Define and enforce quality standards for all high-value AI initiatives, including internally built and vendor-provided systems
  • Manage and develop a multidisciplinary team of data scientists and senior analysts
  • Own pre-production validation and live production monitoring methodologies
  • Provide technical guidance on validation studies, equity audits, and monitoring plans
  • Track AI system performance, user adoption, and clinical outcomes against baselines
  • Monitor equity and disparate impact across subgroups

Requirements

  • Minimum of 8 years of related work experience
  • Minimum of 3 years of managerial or supervisory experience
  • Strong foundation in experimental design and causal inference
  • Hands-on experience with model evaluation in production settings
  • Experience evaluating LLMs, generative AI, or complex ML systems
  • Fluency in Python and SQL
  • Experience evaluating fairness and equity in ML systems
  • Bachelor's degree in a related field

Preferred Qualifications

  • Experience in healthcare, clinical, or regulated industries

Benefits

  • Healthcare benefits including vision, dental, and domestic partner coverage from day one

About the Company

Geisinger is a healthcare system serving more than 1 million people, comprising nine hospital campuses, a health plan, two research centers, and the Geisinger Commonwealth School of Medicine.

Skills & tools

PythonSQLMachine LearningLLMGenerative AI

What the team is looking for

Use this list as a quick fit check before you apply.

  1. 01People-leadership experience
  2. 02Experimental design and causal inference
  3. 03Model evaluation in production settings
  4. 04LLM or generative AI evaluation
  5. 05Python
  6. 06SQL
  7. 07Fairness and equity evaluation in ML
  8. 08Bachelor's Degree
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