Principal, Volume Forecasting (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal, Volume Forecasting (AI): Owning and advancing end-to-end forecasting capabilities for a diagnostics business with an accent on driver-based models and AI automation. Focus on implementing statistical and ML forecasting methodologies, building scalable pipelines, and delivering strategic insights to inform capacity and revenue decisions.
Location: Remote (US)
Salary: $150,000 - $170,000 USD
Company
is a genomics company providing personalized health insights through industry-leading exome and genome testing to enable precision medicine.
What you will do
- Design and improve driver-based volume forecast models integrating historical trends, pipeline data, and market intelligence.
- Apply statistical and machine learning methodologies (ARIMA, exponential smoothing, regression) to optimize forecast accuracy.
- Drive the adoption of AI and automation to replace manual processes with scalable, reproducible data pipelines.
- Lead monthly, quarterly, and annual forecasting cycles, coordinating inputs across Sales, Marketing, Operations, and Finance.
- Produce rolling volume forecasts for the Supply Chain team to enable inventory planning and operational readiness.
- Design high-visibility dashboards and automated reporting for executive stakeholders using Tableau or Power BI.
Requirements
- Bachelor's degree in Statistics, Mathematics, Engineering, Economics, Finance, or a quantitative field (Master's preferred).
- 8–12+ years of experience in Forecasting, Demand Planning, or quantitative Consulting within healthcare, biotech, or life sciences.
- Deep expertise in time-series decomposition, ARIMA/SARIMA, and ML methods like gradient boosting and random forests.
- Proficiency in Python or R for model development and SQL for working with cloud data platforms (Snowflake, BigQuery, Redshift).
- Proven track record of building segment-level forecasts that directly inform resource allocation and revenue decisions.
- Must be based in the US (implied by 401k and US health insurance benefits).
Culture & Benefits
- Fully remote work environment with a focus on curiosity, adaptability, and bias for action.
- Comprehensive health, dental, vision, and life insurance.
- 401k Retirement Savings Plan.
- Paid Time Off (PTO) and employee discounts.
- Collaborative culture that embraces diverse perspectives and innovation in genomic science.
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