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Jobs(27,163)/DeFi Researcher Role(12)/surge-ai (31) - Forward Deployed Researcher

surge-ai - Forward Deployed Researcher

Remote - United States3mo ago

Remote NA DeFi Researcher

Requirements

• Curiosity about Model Behavior – Interest in how models reason, generalize, and fail when applied to complex real-world tasks • Experimental Rigor – Strong instincts for research design and insight generation in ambiguous settings • Customer-Centered Mindset – Excitement to embed deeply with partners, understand their goals, and build towards meaningful impact

Responsibilities

• Design and run evaluations to probe model generalization and behavior under deployment constraints • Build data pipelines, fine-tuning workflows, or interventions to steer and improve model outputs • Partner with internal stakeholders and external AI labs to operationalize custom frontier model use cases • Explore and address failure modes in long-context reasoning, tool use, or real-time feedback loops

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