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Base pay range
$100.00/hr - $120.00/hr
Position Details
Position: Data Scientist
Referral Partner: Crossing Hurdles
Type: Hourly contract
Compensation: $100-$120 per hour
Location: Remote
Duration: 3–4 weeks
Commitment: 10‑40 hours/week, flexible and asynchronous
At Crossing Hurdles, we work as a referral partner. We refer candidates to our partner that collaborates with world’s leading AI research labs to build and train cutting‑edge AI models.
Role Responsibilities (Training support will be provided)
- Conduct statistical failure analysis across finance‑sector AI tasks.
- Identify patterns in AI agent performance failures across task components (e.g., prompts, rubrics, templates).
- Perform root cause analysis to determine if failures stem from task design, rubric clarity, or agent limitations.
- Analyze performance variations across finance sub‑domains, file types, and task categories.
- Create dashboards and reports highlighting failure clusters, edge cases, and areas for improvement.
- Recommend improvements to task design, rubric structure, and evaluation criteria.
- Communicate insights to data labeling experts and technical teams.
Requirements
- Strong foundation in statistical analysis, hypothesis testing, and pattern recognition.
- Proficiency in Python (pandas, scipy, matplotlib/seaborn) or R for data analysis.
- Experience with exploratory data analysis and deriving actionable insights from complex datasets.
- Familiarity with LLM evaluation methods and quality metrics.
- Comfortable working with Excel, data visualization tools (Tableau/Looker), and SQL.
Application Process (Takes 20 min)
- AI interview based on your resume (15 min).
Seniority level
Mid‑Senior level
Employment type
Contract
Job function
Research and Information Technology
Industries
IT System Data Services
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