2-5 years of experience with Python, SQL software development
1-3 years of experience with Javascript/ ES6/TypeScript software development
Strong experience in data processing, especially large data sets, hands-on with data transformation, aggregation, filtering etc.
Strong experience in building automated, configurable data pipelines
Development experience with one or more libraries: Pandas, NumPy, SciPy etc.
Experience with Python development environments, including, but not limited to Jupyter, PyCharm, VS Code.
Some familiarity with PySpark
Nice to have:
Development experience with Palantir Foundry
Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications of statistical methods.
Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
High degree of analytical and problem-solving skills
Understanding of data models/structures in utility domain