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
- PythonSQLMachine LearningNumpyPyTorchTableauPandasTensorflowRscikit-learn
Requirements
- BS, MS, or PhD in Data Science, Statistics, Mathematics, or a closely related quantitative field.
- Real-world experience in data analysis, predictive modeling, or machine learning engineering.
- Ability to solve complex statistical problems and interpret high-level data visualizations.
- Strong attention to detail with the ability to identify logical fallacies in statistical reasoning.
- Significant experience using LLMs with an understanding of model hallucinations and failures.
- Ability to explain complex mathematical concepts or data insights clearly.
- Proficiency in Python (Pandas, NumPy, Scikit-learn) or R.
- Advanced SQL skills for complex data extraction.
- Experience with visualization tools like Tableau, PowerBI, or Matplotlib/Seaborn.
- Deep understanding of machine learning frameworks (PyTorch, TensorFlow) and statistical modeling.
- Requirement to complete tasks that require one hour of uninterrupted work.
- Must have a PayPal account to receive payment.
Responsibilities
- Evaluate LLM responses for accuracy, clarity, and completeness in data insights and statistical analysis.
- Fact-check technical claims, mathematical proofs, and statistical formulas using authoritative references.
- Validate code and outputs by executing scripts to ensure correct results and edge case handling.
- Annotate model performance to identify strengths and weaknesses in reasoning and predictive modeling.
- Ensure model alignment with system guidelines and professional technical behavior.
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