Wednesday , March 22 2023

Rocket Mortgage Careers in Fort Worth – Data Scientist

Website Rocket Mortgage

Job Description:

As the Data Scientist, you will be responsible for performing exploratory data analysis, feature engineering, and predictive modeling to provide actionable insights and strategic direction for business leaders. You will delve into the recesses of large data sets of structured, semi-structured, and unstructured data to discover hidden knowledge about our business and to develop methods to leverage that knowledge within our line of business.


Job Responsibilities:

  • Develop and evangelize best practices for statistical or behavioral models
  • Own the deployment of applicable models for business projects
  • Apply sampling techniques to determine groups to be surveyed
  • Communicate analyses, conclusions, and solutions clearly to all audiences
  • Apply feature selection algorithms to models predicting outcomes of interest
  • Analyze, manipulate and process large sets of data
  • Identify business problems or leader objectives that can be addressed through data analysis
  • Write new functions or applications to conduct analyses
  • Identify relationships and trends or any factors that could affect the results of the research
  • Identify and propose solutions to business problems using the results of data analysis
  • Deliver oral or written presentations of the results of mathematical modeling and data analysis to stakeholders
  • Drive the collection of new data and the refinement of existing data sources
  • Collaborate with the engineering and product teams to develop and support our internal data platform to support ongoing analyses
  • Advise project teams on application improvements that will result in enhanced predictive and prescriptive models
  • Develop predictive and prescriptive statistical models from large sets of structured and unstructured data
  • Develop machine learning algorithms
  • Create graphs, charts, or other visualizations to convey the results of data analysis
  • Compare models using statistical performance metrics, such as loss functions or proportion of explained variance
  • Test, validate, and reformulate models to ensure accurate prediction of outcomes of interest
  • Sequence the steps involved to deliver a working model, estimate the timelines for the completion of work, and communicate this information to the project manager
  • Identify methods that allow continuous and automated statistical testing to enhance the predictability of deployed models

Job Requirements:

  • Advanced understanding of data visualization libraries
  • years of experience with statistical and data mining tools and methods
  • Advanced understanding of statistical methodologies for modeling and business analytics
  • Master’s degree in mathematics, statistics, computer science or a related field or equivalent experience
  • 3 years of experience working with SQL
  • years of experience providing predictive and prescriptive analytics in a business setting
  • 3 years of experience working in a UNIX environment
  • 3 years of experience in at least one scripting language (e.g., BASH)
  • 3 years of experience working with large data sets in one or more of the following environments – Hadoop, AWS, Azure, or GCP
  • 3 years of experience with supervised models (e.g., regression, neural networks) and unsupervised techniques (clustering, PCA, SVMs)
  • years of experience with statistical packages
  • 3 years of experience in Python and at least one strongly typed language (e.g., C++, Java, etc.)

Job Details:

Company: Rocket Mortgage

Vacancy Type: Full Time

Job Location: Ft. Worth, TX, US

Application Deadline: N/A

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