How you will achieve success:
- Build best-in-class data models and algorithms that drive business actions at a massive scale.
- Your models are flexible and responsive to fast-changing variables or a significant influx or departure of variables from the model.
- Your models are trained, tested, and deployed with quality and efficiency.
- You can break down major initiatives and insights needs into smaller components and tasks.
- The systems you build are documented and easily explained to your business and Technology stakeholders.
- You embody the Science & Technology Principles and use them to guide decisions.
- As a premier data expert in our company, you create an environment of knowledge sharing and growth, placing a high priority on leading and developing others.
What experiences will help you in this role:
- Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical, Computer Engineering, or related field AND 6+ years of related experience (e.g., statistics, predictive analytics, research)
- OR master's degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or a related field AND 4+ years of related experience (e.g., statistics, predictive analytics, research)
- OR Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years of related experience (e.g., statistics, predictive analytics, research)
- OR equivalent experience.
- Advanced-to-expert level skills in Python for statistical programming.
- Demonstrated excellence in a data science/modeling role.
- Hands-on experience building and deploying end-to-end causal inference models at scale.
- Advanced-to-expert level SQL extract (SELECT statements) skills required; expertise preferred
- Advanced-to-expert level experience with “big data” storage and processing technologies (Hadoop, Apache Spark, Azure Synapse, Snowflake, etc.) required.
Preferred qualifications:
- PhD in Mathematics, Statistics, Machine Learning, or a related quantitative field
- Experience in data applications using large-scale distributed systems (e.g. EMR, Spark, Elasticsearch, Hadoop, Pig, Hive) and AWS platforms such as S3, Glue, Athena, and Sagemaker.
- Previously held a technical leadership role for several complete large-scale initiatives
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