AbbVie’s Global Forecasting Center of Excellence sets forecasting standards and builds the analytical capabilities that guide enterprise planning. As Manager, AI/ML Forecasting, you will use artificial intelligence and machine learning to forecast organizational sales. You will lead a small team of data scientists who operate, maintain, and expand these forecasting models, and you will partner with forecasters, finance, technology, and business teams to keep model outputs reliable, explainable, and aligned with planning cycles.
Responsibilities
- Operate and maintain AI/ML sales forecasting models, monitoring accuracy, reliability, and performance, and resolving or escalating issues.
- Deliver model outputs on schedule to support financial planning cycles and downstream deadlines.
- Build and refine new forecasting models using established standards for data, feature engineering, validation, and handoff.
- Partner with stakeholders to understand business dynamics, curate inputs, and implement approved model changes.
- Explain model results in clear, well-supported terms that withstand leadership scrutiny, including counterintuitive outcomes.
- Help identify and prioritize the highest-value opportunities for new models.
- Maintain thorough documentation of configurations, data inputs, adjustments, and performance history.
- Stay current on AI/ML developments, including emerging architectures and large language model applications, and contribute to AI governance and responsible-use standards.
- Lead, coach, and develop 1–3 data scientists, owning team prioritization and work planning.
Required
- Bachelor’s degree in a quantitative field such as Statistics, Data Science, Computer Science, Engineering, or Mathematics (master’s preferred).
- 5+ years of progressive experience in quantitative or analytical roles, including machine learning model development, validation, and operationalization.
- Advanced proficiency in machine learning, including time-series forecasting, supervised learning, ensemble methods, and model evaluation.
- Advanced proficiency in Python and/or R, with experience deploying and maintaining production ML models.
- Ability to translate business context into modeling decisions and communicate technical results clearly to non-technical audiences.
- Strong documentation skills and the ability to manage multiple workstreams in a matrixed environment.
Preferred
- Experience in pharmaceutical, biotech, or life sciences commercial analytics, forecasting, or data science.
- Experience with commercial volume forecasting and pharmaceutical data sources (e.g., prescription, patient flow, and epidemiology data).
- Experience integrating models into business processes with defined planning cycles, and familiarity with enterprise forecasting platforms.
- Exposure to large language models and generative AI in analytical contexts.
- Experience with model governance frameworks, including documentation, validation, and responsible-use guidelines.
Applicable only to applicants applying to a position in any location with pay disclosure requirements under state or local law:
- The compensation range described below is the range of possible base pay compensation that the Company believes in good faith it will pay for this role at the time of this posting based on the job grade for this position. Individual compensation paid within this range will depend on many factors including geographic location, and we may ultimately pay more or less than the posted range. This range may be modified in the future.
- We offer a comprehensive package of benefits including paid time off (vacation, holidays, sick), medical/dental/vision insurance and 401(k) to eligible employees.
- This job is eligible to participate in our long-term incentive programs.
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, commission, incentive, benefits, or any other form of compensation and benefits that are allocable to a particular employee remains in the Company's sole and absolute discretion unless and until paid and may be modified at the Company’s sole and absolute discretion, consistent with applicable law.
AbbVie is an equal opportunity employer and is committed to operating with integrity, driving innovation, transforming lives and serving our community. Equal Opportunity Employer/Veterans/Disabled.
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