Python: Jupyter, pandas, numpy, scipy, scikit-learn

Numba for custom algorithms.

Dataiku (amazing tool for preprocessing and complex flows)

Amazon RDS (postgress), but thinking about redshift.

Spark

Tableau or plotly/seaborn