ApplySenior Data Scientist (Platform)
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💎 Seniority level: Senior, 5+ years
📍 Location: United States, Canada
🔍 Industry: Digital driver assistance services
🏢 Company: Agero👥 1001-5000💰 $4,750,000 over 2 years agoAutomotiveInsurTechInformation TechnologyInsurance
🗣️ Languages: English
⏳ Experience: 5+ years
🪄 Skills: PythonSQLApache AirflowMachine LearningNumpyPyTorchSnowflakePandasA/B testing
Requirements:
- 5+ years of equivalent experience from various educational backgrounds: Ph.D., Master's, or Bachelor's in a technical field.
- Strong skills in statistics and data exploration, with knowledge of EDA best practices.
- Advanced SQL experience; familiarity with Snowflake is a plus.
- Experience in A/B testing and designing experiments.
- Knowledge of machine learning, particularly with tabular data and tree-based models like XGBoost.
- Proficiency in Python, including the data stack (Pandas, Numpy, Scipy, Matplotlib, PyTorch).
- Good communication skills for technical documents and presentations.
- Able to learn business needs and prioritize multiple assignments.
Responsibilities:
- Participate in end-to-end data science projects from problem definition to result validation and model deployment.
- Communicate research results effectively to various stakeholders.
- Research and experiment with extensive datasets to gain insights and drive innovation.
- Conduct analysis to optimize dispatching operations and improve customer satisfaction.
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