onsite
Associate Data Scientist - Amgen
Data Scientist
Associate Data Scientist focused on building statistical, Bayesian, and machine learning forecasting models to quantify uncertainty and drive data‑driven decisions across the organization.
About the role
Key Responsibilities
- Develop and validate statistical, Bayesian, and causal models to improve forecasting accuracy and uncertainty quantification.
- Collaborate with cross‑functional teams to translate business requirements into predictive solutions.
- Implement machine learning pipelines using Python and relevant libraries, ensuring reproducibility and scalability.
- Communicate model insights and performance metrics to stakeholders through clear visualizations and reports.
- Maintain and enhance data infrastructure, including data extraction, cleaning, and feature engineering.
Requirements
- Strong proficiency in Python, including libraries such as pandas, NumPy, scikit‑learn, and PyMC3/Pyro.
- Experience with Bayesian modeling, causal inference, and time‑series forecasting techniques.
- Solid understanding of SQL and relational database concepts.
- Ability to work independently and collaboratively in a fast‑paced environment.
- Excellent communication skills and a passion for translating complex analytics into actionable business insights.
Skills
pythonmachine learning