Data Science & Analysis - AI Training
New
P
Prolific Academic LtdArtificial Intelligence
RemoteContract
SalaryUp to $80 per hour
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Job Details
- Required Skills
- PythonSQLData AnalysisMachine LearningNumpyPandasRscikit-learn
Requirements
- BS, MS, or PhD in Data Science, Statistics, Mathematics, or a closely related quantitative field.
- Real-world professional experience in data analysis, predictive modeling, or machine learning engineering.
- Ability to solve complex statistical problems and independently interpret high-level data visualizations.
- Strong attention to detail with the ability to identify logical fallacies in statistical reasoning.
- Significant experience using LLMs to assist with data workflows and understanding of model hallucination points.
- Ability to explain complex mathematical concepts or data insights clearly and concisely.
- Proficiency in Python (including Pandas, NumPy, Scikit-learn) or R.
- Advanced SQL skills for complex data extraction and manipulation.
- Experience with data visualization tools such as Tableau, PowerBI, Matplotlib, or Seaborn.
- Deep understanding of machine learning frameworks (e.g., PyTorch, TensorFlow) and statistical modeling techniques.
- Must be prepared to complete tasks requiring one hour of uninterrupted work.
- PayPal account for receiving payments.
Responsibilities
- Evaluate LLM-generated data insights and statistical analysis for accuracy, clarity, and completeness.
- Fact-check technical claims by validating mathematical proofs, statistical formulas, and data-driven conclusions using authoritative references.
- Execute and validate data-related scripts in Python or R to ensure correct results and proper edge-case handling.
- Annotate model performance by identifying strengths and weaknesses in logical reasoning and predictive model building.
- Verify that model responses adhere to system guidelines and maintain professional technical standards.
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