Data Scientist - Forecasting

Amgen
Los Angeles, United States of America
9 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Intermediate

Job location

Los Angeles, United States of America

Tech stack

Artificial Intelligence
Business Analytics Applications
Data analysis
Big Data
Data Cleansing
Python
Machine Learning
TensorFlow
SQL Databases
Feature Engineering
PyTorch
Scikit Learn
Data Management

Job description

We are seeking a Data Scientist, Forecasting to join the Forecasting team within the AI & Data organization. This role will support the development of statistical, Bayesian, causal, and machine learning models that enhance forecasting capabilities and quantify uncertainty to guide decision-making across the company.

This role will work cross-functionally to help build forecasting solutions that support critical business processes and contribute to Amgens every patient, every time mandate. The position is well suited to a curious and collaborative problem solver who is excited about applying forecasting methods, complex datasets, and modern analytical tools to build decision-support solutions that inform planning and business decision-making., * Develop and refine statistical, Bayesian, and machine learning models to support demand forecasting across near-, medium-, and long-term planning horizons.

  • Analyze large, complex datasets using statistical modeling, forecasting, and analytics techniques to generate insights that support business decision-making.
  • Support the development of simulation and scenario-analysis capabilities to better understand dynamics among patients, payers, providers, and market conditions.
  • Contribute across the modeling lifecycle, including business problem framing, exploratory data analysis, feature engineering, model development, validation, deployment support, monitoring, and explainability.
  • Collaborate with senior team members to evaluate and apply new tools and methodologies in forecasting, data science, and AI to business problems.
  • Communicate analytical findings and model results clearly to technical and non-technical stakeholders.

Requirements

  • Masters degreeOR
  • Bachelors degree and 2 years of applying data science, analytics, or statistical modeling in industry, research, or enterprise environments experience OR
  • Associates degree and 6 years of applying data science, analytics, or statistical modeling in industry, research, or enterprise environments experienceOR
  • High school diploma / GED and 8 years of applying data science, analytics, or statistical modeling in industry, research, or enterprise environments experience, * 2+ years of experience applying data science, analytics, or statistical modeling in industry, research, or enterprise environments.
  • Experience with time-series forecasting, predictive modeling, or related quantitative methods.
  • Proficiency in Python and SQL, with experience using tools such as scikit-learn, PyMC, PyTorch, TensorFlow, or similar data science libraries.
  • Solid analytical and statistical foundation, with the ability to work with messy and complex datasets to generate actionable insights.
  • Familiarity with model development workflows, including data preparation, feature engineering, evaluation, and interpretation.
  • Strong communication skills, with the ability to explain technical concepts and results to a rapplying data science, analytics, or statistical modeling in industry, research, or enterprise environments.
  • Strong collaboration skills and ability to work effectively in cross-functional environments.
  • Intellectual curiosity and a willingness to learn, take on ambiguous problems, and grow in a fast-paced environment
  • Experience applying machine learning, statistical modeling, or decision science methods in retail, consumer goods, supply chain, manufacturing, or similar settings.
  • Exposure to causal inference, probabilistic modeling, or scenario analysis is a plus.

Benefits & conditions

The expected annual salary range for this role in the U.S. (excluding Puerto Rico) is posted. Actual salary will vary based on several factors including but not limited to, relevant skills, experience, and qualifications.

In addition to the base salary, Amgen offers a Total Rewards Plan, based on eligibility, comprising of health and welfare plans for staff and eligible dependents, financial plans with opportunities to save towards retirement or other goals, work/life balance, and career development opportunities that may include:

  • A comprehensive employee benefits package, including a Retirement and Savings Plan with generous company contributions, group medical, dental and vision coverage, life and disability insurance, and flexible spending accounts
  • A discretionary annual bonus program, or for field sales representatives, a sales-based incentive plan
  • Stock-based long-term incentives
  • Award-winning time-off plans
  • Flexible work models where possible. Refer to the Work Location Type in the job posting to see if this applies.

About the company

At Amgen, if you feel like youre part of something bigger, its because you are. Our shared missionto serve patients living with serious illnessesdrives all that we do. Since 1980, weve helped pioneer the world of biotech in our fight against the worlds toughest diseases. With our focus on four therapeutic areas Oncology, Inflammation, General Medicine, and Rare Disease we reach millions of patients each year. As a member of the Amgen team, youll help make a lasting impact on the lives of patients as we research, manufacture, and deliver innovative medicines to help people live longer, fuller happier lives. Our award-winning culture is collaborative, innovative, and science based. If you have a passion for challenges and the opportunities that lay within them, youll thrive as part of the Amgen team. Join us and transform the lives of patients while transforming your career., As an organization dedicated to improving the quality of life for people around the world, Amgen fosters an inclusive environment of diverse, ethical, committed and highly accomplished people who respect each other and live the Amgen values to continue advancing science to serve patients. Together, we compete in the fight against serious disease., We are all different, yet we have this in common: our mission to serve patients. This sense of shared purpose is key to our becoming one of the world's leading biotechnology companies. It guides us as we continue to launch new medicines and reach millions of patients worldwide. We live the mission. We win together. We thrive on continual challenge. Our team of 22,000+ scientists and professionals worldwide bring distinct perspectives and experiences to all we do. We leverage our global talent to achieve together-to research, manufacture and deliver ever-better products and greater depth to our mission. At Amgen, there is a strong correlation between our high level of diversity and performance. Because addressing issues with a wider range of perspectives and approaches leads to more creative problem-solving. Together, we're transforming the promise of science and biotechnology into therapies that have the power to restore health. Connect with us to explore how you can Win, Live, and Thrive at Amgen.

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