I am a data scientist by profession and can help you out with the following :
Tools: SQL, Python, SAS, R, Excel VBA , Microsoft Azure Databricks (Spark), Power BI, QlikView
Statistical techniques: Logistic regression, Linear regression, Decision Tree, Random Forest, K-means clustering and so on