Your role
In the Data & AI team, your role will be to
Support on data science workstreams for a major client and assist with internal R&D projects where necessary.
During your internship, your focus will be to
- Assist data scientists working on causal inference analyses (e.g. A/B tests, quasi-experiments)
- Perform initial data audits on acquired data to assess quality and usability
- Perform deeper exploratory and time-series data analysis to understand acquired data
- Prepare acquired data so that it can be used in a solution to a business use case
You’ll learn
- Various statistical approaches to causal inference analysis
- Important concepts in time-series analysis such as outlier detection and decomposition
- How to explore, aggregate, and visualise time-series data
- How to treat and prepare time series data for subsequent forecasting and/or modelling
- BAC +4/5 (Currently pursuing a degree in a quantitative field such as Econometrics, Statistics, Data Science, or a related scientific field)
- Attention to detail and strong analytical and problem-solving skills
- Proficiency in R or Python
- Familiar with popular data science packages (e.g., scikit-learn, statsmodels, pandas, dplyr, plotly, forecast, tidyverse)
- Excellent writing, communication, and relational skills, fluent English
- An interest in causal inference
- An interest in time series analysis and forecasting
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