Data Scientist
Core
Perform exploratory data analysis, feature engineering, and predictive modeling to provide actionable insights and strategic direction for business leaders.
Role type
Senior IC data scientist (predictive modeling & analytics)
Builds
Predictive and prescriptive models for business projects
Domain
Fintech / Mortgages / Real Estate
Deliverable
production ML models
Required skills
statistical modeling, supervised learning (regression, neural networks), unsupervised learning (clustering, PCA, SVMs), feature engineering, SQL, Python, strongly typed languages (C++, Java), data visualization, statistical packages
Preferred skills
experience with Hadoop, AWS, Azure, or GCP, experience with data mining tools, ability to mentor associate data scientists
Technologies
Hadoop, AWS, Azure, GCP, SQL, Python, C++, Java
Responsibilities
Analyze, manipulate, and process large sets of structured, semi-structured, and unstructured data; Develop predictive/machine learning models; Identify methods for continuous and automated statistical testing; Apply feature selection algorithms; Create visualizations to convey analysis results; Partner with machine learning engineers on model deployment; Write new functions or applications to conduct analyses; Mentor and train associate data scientists; Collaborate with engineering and product teams to support internal data platforms
Seniority
Senior, hands-on IC