Data Scientist

Rock Family of Companies • Detroit, MI • 2h ago

As the Data Scientist, you'll be responsible for performing exploratory data analysis, feature engineering and predictive modeling to provide actionable insights and strategic direction for business leaders. The Data Scientist delves 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.

About the role

Analyze, manipulate and process large sets of data

Develop predictive/machine learning models from large sets of structured and unstructured data

Identify methods that allow continuous and automated statistical testing to enhance the predictability of deployed models

Apply feature selection algorithms to models predicting outcomes of interest

Apply sampling techniques to determine groups to be surveyed

Compare models using statistical performance metrics, such as loss functions or proportion of explained variance

Create graphs, charts or other visualizations to convey the results of data analysis

Deliver oral or written presentations of the results of mathematical modeling and data analysis to stakeholders

Identify business problems or leader objectives that can be addressed through data analysis

Identify relationships and trends or any factors that could affect the results of research

Identify and propose solutions to business problems using the results of data analysis

Test, validate and reformulate models to ensure accurate prediction of outcomes of interest

Write new functions or applications to conduct analyses

Partner with machine learning engineers on the deployment of applicable models for business projects

Communicate analyses, conclusions and solutions clearly to all audiences

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

Advise project teams on application improvements that will result in enhanced predictive and prescriptive models

Develop and evangelize best practices for statistical or behavioral models

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

Mentor and train associate data scientists

About you

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 statistical and data mining tools and methods

3 years of experience with supervised models (e.g., regression, neural networks) and unsupervised techniques (clustering, PCA, SVMs)

3 years of experience working with SQL

3 years of experience in Python and at least one strongly @typed language (e.g., C++, Java, etc.)

3 years of experience with statistical packages

3 years of experience providing predictive and prescriptive analytics in a business setting

Master's degree in mathematics, statistics, computer science or a related field or equivalent experience

Advanced understanding of data visualization libraries

Advanced understanding of statistical methodologies for modeling and business analytics

What you'll get

Our team members fuel our strategy, innovation and growth, so we ensure the health and well-being of not just you, but your family, too! We go above and beyond to give you the support you need on an individual level and offer all sorts of ways to help you live your best life. We are proud to offer eligible team members perks and health benefits that will help you have peace of mind. Simply put: We've got your back. Check out our full list of Benefits and Perks (https://careers.rocket.com/culture/benefits) .

About us

Rocket is a Detroit-based company made up of businesses that provide simple, fast and trusted digital solutions for complex transactions. The name comes from our flagship business, now known as Rocket Mortgage®, which was founded in 1985. Today, we're a publicly traded company involved in many different industries, including mortgages, fintech, real estate and more. We're insistently different in how we look at the world and are committed to an inclusive workplace where every voice is heard. Apply today to join a team that offers career growth, amazing benefits and the chance to work with leading industry professionals.

This job description is an outline of the primary responsibilities of this position and may be modified at the discretion of the company at any time. Decisions related to employment are not based on race, color, religion, national origin, sex, physical or mental disability, sexual orientation, gender identity or expression, age, military or veteran status or any other characteristic protected by state or federal law. The company provides reasonable accommodations to qualified individuals with disabilities in accordance with applicable state and federal laws. Applicants requiring reasonable accommodations in completing the application and/or participating in the application process should contact a member of the Human Resources team, at Careers@Rocket.com .

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