Senior Data Scientist
Core
Solving complex unstructured business problems using data science and machine learning across various industries by engaging with clients to understand their context.
Role type
Senior Data Scientist (Machine Learning)
Builds
Predictive and prescriptive statistical models, insights, and root cause analyses for clients.
Domain
Data Science / Machine Learning
Deliverable
production ML models
Required skills
Machine learning concepts and algorithms, statistical modeling, Python, R, Java, data interpretation, hypothesis testing, EDA, distributed big data processing
Preferred skills
Team management, strong learning acumen, ownership mindset
Technologies
Python, R, Java, SciPy, NumPy, Pandas, I Python, Scikit-learn, PySpark, Jupyter, Linux, AWS
Responsibilities
Hypothesis testing, insights generation, root cause analysis, factor analysis, statistical model development, model training/testing, model performance monitoring, data extraction from EDW/Big Data platforms, dataset preparation
Seniority
Mid-Senior, hands-on IC