Associate Data Scientist
Core
Develop statistical, Bayesian, causal, and machine learning models for demand forecasting to guide business decision-making and quantify uncertainty.
Role type
Associate Data Scientist (Forecasting)
Builds
Forecasting solutions and decision-support models for internal business planning
Domain
Pharmaceutical/Biotech (Amgen), Supply Chain/Demand Forecasting
Deliverable
production ML models
Required skills
time-series forecasting, statistical modeling, Bayesian inference, machine learning, Python, SQL, exploratory data analysis, feature engineering, model validation
Preferred skills
causal inference, probabilistic modeling, scenario analysis, experience in retail/supply chain/manufacturing
Technologies
scikit-learn, PyMC, PyTorch, TensorFlow
Responsibilities
develop and refine forecasting models for near-, medium-, and long-term planning; analyze complex datasets for insights; support simulation and scenario-analysis capabilities; manage full modeling lifecycle from framing to deployment support; collaborate on evaluating new AI/DS methodologies (via careerplan.io/jobs/R-246930-associate-data-scientist-at-amgen)
Seniority
Associate, hands-on IC
