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Analyze large and complex datasets, build predictive models and machine learning pipelines, and design validation strategies to inform modeling direction for leading AI research labs.
Responsibilities
- Analyze large, complex datasets to uncover patterns and inform modeling direction
- Build predictive models, statistical analyses, and machine learning pipelines across various data types
- Design and implement robust validation strategies and analytical methodologies
- Develop automated data workflows and reproducible research environments
- Conduct exploratory data analysis and model-driven investigations to support teams
- Collaborate with ML engineers to productionize models and ensure reliable data workflows
Requirements
- Kaggle Competitions Grandmaster or comparable achievement
- 3-5+ years of experience in data science or applied analytics
- Strong proficiency in Python and data tools (Pandas, NumPy, Polars, scikit-learn)
- Experience building ML models end-to-end
- Solid understanding of statistical methods and experiment design
- Familiarity with modern data stacks: SQL, distributed datasets, dashboards, and experiment tracking tools
- Excellent communication skills
Qualifications
- 3-5+ years of experience in data science or applied analytics
Nice to Have
- Strong contributions across multiple Kaggle tracks
- Experience in an AI lab, fintech, product analytics, or ML-focused organization
- Knowledge of LLMs, embeddings, and modern ML techniques
- Experience with big data ecosystems (Spark, Ray, Snowflake, BigQuery)
- Familiarity with statistical modeling frameworks such as Bayesian methods
Skills
Python
*
SQL
*
Snowflake
*
BigQuery
*
Pandas
*
NumPy
*
Spark
*
Scikit-learn
*
Ray
*
Polars
*
* Required skills
About Mercor
Mercor connects elite creative and technical talent with leading AI research labs.
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