Fractal

Fractal

Agentic AI Engineer

New York · Full-time

Sponsorship not specified$120k-$140kDetected 4 days ago
PythonFull-Stack DevelopmentAzureCI/CDMachine LearningData ScienceLLMsAgentic AIMLOpsLangGraphAI OrchestrationTest AutomationProblem Solving

About the role

  • The platform currently processes over 15 million enrollment-related transactions, with approximately 80% of scenarios handled through deterministic rule-based automation and the remaining 20% requiring manual intervention.
  • The ideal candidate will have strong expertise across AI/ML engineering, full-stack development, MLOps, workflow orchestration, and rule-engine modernization.
  • Work on next-generation rule-based systems that combine deterministic business rules with probabilistic AI reasoning.

Responsibilities

  • Design and develop Agentic AI solutions to automate complex enrollment change scenarios currently requiring manual intervention.
  • Build AI-powered agents capable of analyzing exceptions, recommending actions, and creating new rule definitions from emerging production scenarios.
  • Develop scalable orchestration frameworks using LangGraph, LangChain, and modern AI agent architectures.
  • Develop AI-assisted test case generation frameworks for highly complex rule environments containing hundreds of business scenarios and edge cases.
  • Build models and decision-support systems for scenario classification, exception handling, and rule recommendation.

Requirements

  • Knowledge of probabilistic reasoning and AI-driven decision systems.
  • Experience with business rule engines and decision management platforms.
  • Experience with model deployment, monitoring, and lifecycle management.
  • Knowledge of containerization and cloud-native architectures.
  • Familiarity with ML observability and evaluation frameworks.
  • Experience working with large-scale transactional systems and operational data.
  • All applications must be made through posted job openings

Nice to have

  • Experience processing high-volume transactional workloads (10M+ transactions).
  • Knowledge of decision intelligence and business process automation.
  • Experience implementing AI-assisted software testing frameworks.
  • Reduction in manual processing for enrollment change requests.
  • Faster rule creation and deployment for new business scenarios.
  • Significant reduction in testing and development cycles through AI-generated test scenarios.
  • Improved handling of edge cases and previously unseen production exceptions.
  • Scalable deployment of Agentic AI solutions across 120+ business scenarios.

Skills

  • Convert and operationalize business rules represented in DMN/XML formats using tools such as PyDMN.

Compensation

  • The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs.
  • At Fractal, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case.
  • A reasonable estimate of the current range is: $120,000 to $140,000 Yearly.

Benefits

  • You will be eligible for benefits on the first day of employment with the Company.
  • The Company provides 11 paid holidays and 12 weeks of Parental Leave.
  • We also follow a "free time" PTO policy, allowing you the flexibility to take the time needed for either sick time or vacation.
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This listing is sourced directly from Fractal's careers page and normalized into a canonical job model.