Enterprise AI Research Engineer

Confidential

📍 chicago, il, chicago, il, United-States

Full-time technology

Job Description

This role offers a unique opportunity to engage directly with enterprise AI systems as a research partner. You will be embedded within live workflows, identifying real-world failure modes and driving rapid experimental cycles to enhance system performance.

Key Responsibilities
  • Collaborate with domain experts and client teams within enterprise AI workflows.
  • Identify, formalize, and prioritize system failure modes in real-world deployments.
  • Design high-signal datasets and evaluation protocols targeting identified weaknesses.
  • Conduct tight experimental loops to validate hypotheses and quantify improvements.
  • Produce clear, decision-oriented analyses of system behavior and performance.
  • Develop and benchmark agentic workflows with a focus on robustness and scalability.
  • Create lightweight tools to support evaluation, data curation, and rapid iteration.
  • Contribute to internal and external research ar...
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