Tech Stack
AWSPySparkPythonSQLTableau
About the role
- Collaborate with data analysts & stakeholders to understand business requirements and design outcomes and user stories.
- Gather, integrate, and clean data from various Nexo-based and external sources.
- Implement statistical and/or machine learning models to drive actionable insights.
- Automate existing models to run on a daily, weekly, monthly basis.
- Monitor and improve data and model quality.
- Visualize model results, integrate with Tableau dashboards & extract business insights.
Requirements
- 3+ years experience as Data Scientist.
- Theoretical knowledge of common statistical and machine learning algorithms (predictive, clustering, classification, optimization).
- Proven ability for practical application of models to solve business problems (forecasting, customer segmentation, customer engagement, driver impact analysis).
- Experience with massive data sets (100+ million rows with dozens of variables).
- Proficiency in SQL, Python, PySpark.
- Reporting and Data Visualization skills (plus).
- Working experience with AWS solutions (plus).
- Working experience with APIs (plus).
- Experience in finance, banking and/or crypto (plus).
- Experience with NLP techniques (plus).