1. Strong hands-on experience in researching, developing and building predictive models, forecasting systems and machine learning algorithms using Python/R;
2. Strong background in statistical analysis and experience in providing insights by analyzing historical data;
3. Ability to understand and implement complex algorithms efficiently and correctly, especially from academic articles and published research results.
4. Experience in identifying and extracting data from the public web (web scraping, API extraction) to build and support data extraction and web scraping pipelines and tools using Python and SQL
5. Strong experience in Natural Language processing