Post in 4 days ago
Data Science Screening Task — Quantitative Reasoning & AI Model Evaluation
Summary
Complete a paid screening assessment for an ongoing project involving AI model evaluation and quantitative analysis. The assessment takes approximately *90–120 minutes* and tests practical statistical reasoning, causal reasoning, model selection, data auditing, and AI-output evaluation.
Passing the screening will unlock access to ongoing project work.
- Strong practical knowledge of statistics and regression
- Understanding of AIC/BIC and model selection
- Experience with causal inference and observational/business data
- Strong data cleaning and auditing skills
- Ability to identify subtle errors in AI/LLM outputs
- Data Science, Statistics, Economics, ML, or related quantitative background
- Evaluate AI responses using challenging domain-specific prompts
- Identify flawed causal reasoning
- Audit messy transactional data
- Check eligibility logic, tie-breaking rules, and arithmetic accuracy
- Create technically rigorous data science prompts with clear evaluation criteria
$5,000.00Large
Remote Job
Ongoing project
Skills and Expertise
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Last viewed by client:4 days ago
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