Data Scientist
Core
Design, develop, and review machine learning models and advanced analytics solutions to extract meaningful insights from large datasets.
Role type
Senior IC data scientist (machine learning & advanced analytics)
Builds
Production-ready ML models and advanced analytics solutions
Domain
General technology / Data Science
Deliverable
production ML models
Required skills
Python, Pandas, NumPy, data visualization (Matplotlib, Seaborn, Plotly), statistical analysis, data mining, feature engineering, model evaluation, version control, reproducible analytics
Preferred skills
None stated
Technologies
Python, Pandas, NumPy, Matplotlib, Seaborn, Plotly
Responsibilities
Design, develop, and review machine learning models and advanced analytics solutions; Apply statistical analysis and data mining techniques to extract meaningful insights from large datasets; Ensure high standards in data preparation, feature engineering, model evaluation, documentation, and code quality; Collaborate with cross-functional teams including data engineers, software engineers, product owners, and business stakeholders; Present insights, analysis results, and recommendations to both technical and non-technical audiences; Ensure adherence to best practices in data quality, model monitoring, version control, and reproducible analytics; Contribute to the development of the department's data science strategy and identify opportunities where data science can deliver business value
Seniority
Senior, hands-on IC