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Global R&D Data Analyst (Fixed-Term)
One Acre Fund
Posted 3 months agoNairobi, Kenya and Kigali, Rwanda
Location
Nairobi, Kenya and Kigali, Rwanda
Job Type
Full-time
Experience
Mid-Level
Category
Research
Job Description
Design and analyse trials and surveys, including: Sample size and power calculations
Machine learning frameworks (e.g., randomForest, xgboost, caret) for building predictive models and conducting machine learning tasks
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Requirements
- Bachelor's Degree in one of the following fields: economics, econometrics, mathematics, or statistics
- Proficiency in R and/or Python, including working knowledge of -
- Database connectivity (e.g., PostgreSQL) to enable data retrieval, manipulation, and storage from various databases
- Interact with RESTful APIs (e.g., JSON, XML)
- Data manipulation libraries (e.g., dplyr, tidyr) for efficient data wrangling, transformation, and exploration
- Packages for data visualisation (e.g., ggplot2, lattice, plotly)
- Advanced statistical analysis and modelling (stats, lme4, survival)
- Packages for data manipulation and visualisation, such as numpy, pandas, and Matplotlib
- Spatial data manipulation libraries (geopandas, rasterio, shapely, GDAL)
Responsibilities
- Design and analyse trials and surveys, including: Sample size and power calculations
- Stratification and experimental design
- Recommend the appropriate statistical methods (e.g., hypothesis testing, regression, ANOVA/mixed models)
