MD
Data Scientist & Experimentation Analyst
Macpower Digital Assets Edge Private Limited
πΊπΈ United States
Remote
5 days ago
$120 β $180 / hour
- Machine Learning
- Excel
- Python
- Pandas
- NumPy
- scikit-learn
- SQL
- XGBoost
- Data Visualization
- Tableau
- Power BI
- Matplotlib
- Seaborn
5 days ago
Qualifications:
- 4+ years in data science, experimentation analysis, or a related role supporting ML projects and experimentation.
- Strong understanding of statistical methods, experiment design, and causal inference techniques.
- Proficiency in Python for data manipulation & machine learning (Pandas, NumPy, sci-kit-learn).
- Intermediate skills in SQL for data querying, including Window Functions, Joins, and Group By
- Familiarity with classical ML techniques like Classification, Regression, and Clustering, using algorithms like XGBoost, Random Forest, and KMeans.
- Experience with data visualization platforms (e.g., Tableau, Power BI, Matplotlib, or Seaborn).
- Proficiency in designing and analyzing A/B and multivariate experiments, focusing on drawing actionable insights.
- Experience working with large, complex datasets, including preprocessing, feature engineering, and encoding techniques.
- Experiment Design & Analysis: Design, execute, and interpret controlled experiments (e.g., A/B tests, multivariate tests) to evaluate the effectiveness of ML models and strategies.
- Data Analysis & Insights: Conduct exploratory data analysis (EDA), hypothesis testing, and statistical modelling to support ML and business objectives.
- ML Model Support: Assist ML Scientists in preparing data, engineering features, and evaluating models for pricing and personalization solutions.
- Reporting & Visualization: Create dashboards and visualizations to track key metrics, experiment outcomes, and model performance.
- Ad-Hoc Analysis: Perform deep dives and provide actionable insights on specific datasets or business questions to inform strategic decisions.
- Collaboration: Partner with ML Scientists, Data Engineers, and Product Managers to align on experimentation goals and ensure successful implementation of ML solutions.
Data Scientist & Experimentation Analyst Β· Macpower Digital Assets Edge Private Limited