Senior Data Scientist - Platform

4 days ago

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Agero, Inc.

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Roadside Assistance • Claims Management • Award Winning Response Centers • Accident Management • Emergency Response

1001 - 5000

Description

• About Agero: Rethinking vehicle ownership experience through technology. • Focus on driving innovation in operations performance, short-term forecasting, improving dispatch efficacy. • Collaborate with a cross-functional team for ML-driven platform enhancements. • Participate in end-to-end data science projects and communicate research results effectively. • Conduct analysis to optimize dispatching operations.

Requirements

• 5+ years of equivalent experience. • A Ph.D. in a technical field or a Master’s degree in a technical field and 3+ years relevant experience, or a Bachelor’s degree in a technical field and 5+ years relevant experience. • Statistics and data exploration, knowledge of EDA best practices. • Advanced SQL experience, experience with Snowflake a plus. • Experience with A/B testing: designing, sizing and post-analysis. • Machine Learning with tabular data: knowledge of modeling with tree-based models like XGBoost. • Strong analytical coding skills in Python, proficient with Python data stack (Pandas, Numpy, Scipy, Matplotlib, PyTorch). • Good communication skills both in written and spoken forms. • Willing and able to learn and meet business needs, understanding the underlying context. • Independent, self-organizing, and able to prioritize multiple complex assignments. • Nice to haves: Experience running jobs on Airflow or similar orchestrators. • Cloud computing experience (ideally AWS). • Experience with forecasting methods and libraries (e.g., Prophet). • Experience with PyMC3 or PyStan is a plus. • Experience with Geospatial data is a plus.