Senior Data Scientist

1 week ago

Columbus, Ohio, United States Gilbane Building Company Full time
About Gilbane Building Company

Gilbane Building Company is a leading construction management firm with a rich history dating back to 1870. As a family-owned business with 45 offices across the country, we pride ourselves on delivering projects safely and on-time. Our commitment to building a diverse, inclusive, and authentic workplace makes us an attractive employer for talented individuals.

Job Summary

We are seeking a highly skilled Senior Data Scientist to join our Information Technology Team. As a key member of our team, you will work closely with stakeholders to gather deep insights into business problems and develop predictive models to drive outcomes. Your expertise in machine learning, data mining, and feature engineering will be instrumental in guiding business decisions and improving model performance.

Responsibilities
  • Work with stakeholders to gather deep understanding of business problems and develop predictive models to predict outcomes.
  • Leverage the model development process to identify critical drivers of predicted outcomes (variable importance) and guide business to take action on these insights.
  • Partner with business SMEs in the process to enrich model insights and improve model performance.
  • Data mine various data systems, clean and structure data to optimize model performance and identify areas for data quality improvements in enterprise data environment.
  • Partner with Data Engineering and BI teams to put models and insights into production.
  • Develop causal inference / explanatory path models to help business understand drivers of key outcomes.
  • Work with stakeholders to ensure understanding of models and implement business process change to improve outcomes based on model output.
Requirements
  • Bachelor's degree
  • PhD desired
  • Master's at least required in statistics, data science, economics, psychology (research / experimental) or other heavy quant focused social or other science (biometrics).
  • Need deep knowledge of statistics, predictive modeling, machine learning, data mining, feature engineering.
  • Requires strong skills in SQL and Python or R.
  • Excellent communicator / consultative approach, PowerPoint and presentation skills required.
What We Offer

Gilbane offers a competitive total compensation package, including health and welfare benefits, a generous profit-sharing/401k plan, and opportunities for professional growth and development. Our commitment to diversity, equity, and inclusion makes us an attractive employer for talented individuals.

We are an equal opportunity employer and welcome applications from qualified candidates. Please note that we do not accept unsolicited resumes from agencies. If you are interested in this opportunity, please submit your application through our website.

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