Data Scientist | Remote
Crossing Hurdles
full-remoteleadpermanentdataother United States 2 days ago via LinkedIn
600,000 - 2,000,000 USD/annual
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Machine LearningData ScienceEvaluation FrameworksDataset DesignData QualityAnnotation SchemasSignal ValidationQuality AssuranceStakeholder CommunicationResearch Iteration
About the role
Role Overview
Data Scientist | Member of Technical Staff (Frontier AI) — Remote (United States). Full-time position focused on owning AI research and evaluation initiatives end-to-end, from problem framing through data quality calibration and signal validation.
Responsibilities
- Own research and evaluation initiatives end-to-end (problem framing, data design, quality calibration, signal validation).
- Design machine-learning-oriented data systems, including:
- task definitions
- annotation schemas and rubrics
- incentives
- pipelines optimized for downstream model performance
- Analyze model/system failures to find root causes, edge cases, and improvement opportunities.
- Convert ambiguous real-world behaviors into structured evaluation frameworks and new data categories.
- Rapidly iterate on evaluations, datasets, and feedback loops to improve system performance.
- Partner cross-functionally to translate research progress into clear, credible, evidence-based narratives.
Requirements
- Strong judgment on research signal quality and readiness to externalize.
- Experience designing ML-oriented datasets, evaluation frameworks, and quality assurance processes.
- Ability to translate messy, real-world system behavior into structured research and evaluation opportunities.
- Comfortable operating in ambiguity; ownership mindset with decisive action.
- Strong written and verbal communication, including explaining tradeoffs and limitations to stakeholders.
Application Process
- Use Easy Apply on LinkedIn.
- Follow instructions via email for next steps (resume evaluation and interviews).
Scraped 6/17/2026