Data Scientist - Forecasting

Role Overview: As a Data Scientist at Amgen, you will be responsible for developing, designing, and deploying AI-enabled forecasting models. Your role will involve applying deep technical expertise to scale forecasting models across R&D, Manufacturing, and Commercial departments to meet critical needs. You will manipulate large datasets, write high-quality code, adapt machine learning models, and move models from development to production. Additionally, you will be expected to distill technical work into understandable outputs for key stakeholders. Key Responsibilities: - Be an integral part of a high-performing team focusing on translating machine learning algorithms into effective forecasting solutions - Conduct exploratory and targeted data analyses to identify patterns and anomalies - Develop high-performance forecasting algorithms, prototypes, predictive models, and proof of concepts using cutting-edge technical tools - Design and implement analytics pipelines leveraging MLOps practices - Collaborate with data engineers on data quality assessment, data cleansing, and operational data pipelines - Contribute ideas and standard methodologies to build the team and stay updated on industry and academia developments - Communicate effectively with technical, scientific, medical, and business stakeholders at different levels - Ensure compliance with regulatory, security, and privacy requirements related to data assets - Share findings with team members and stakeholders Qualifications Required: - Experience in analyzing time-series data for forecasting and trend analysis - Proficiency in Python and relevant ML libraries such as TensorFlow, PyTorch, and Scikit-learn - Ability to design, evaluate, and apply supervised and unsupervised machine learning models - Familiarity with Generative AI models and their applications in forecasting - Understanding of distributed computing tools, cloud computing environments, and source code control technologies - Proficiency in deep learning frameworks, transformer models, NLP models, and time series models - Experience with the Databricks platform for data analytics and MLOps - Strong communication skills for presenting complex work clearly to diverse audiences Company Details: Amgen harnesses biology and technology to combat diseases and improve lives. With a focus on innovation, Amgen continues to push boundaries using technology and genetic data to develop groundbreaking medicines that benefit millions of patients worldwide.,