Enterprise AI Research Engineer
C
Confidential
📍 chicago, il, chicago, il, United-States
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...