Republic Finance · 17 hours ago
Manager of Data Science & Analytics
Plano, TX
Full-time
Onsite
Mid, Senior Level
5+ years expRepublic Finance is seeking a Manager of Data Science & Analytics to deliver advanced analytical solutions using statistical and machine learning techniques. This role involves collaborating with various business functions, managing day-to-day operations of a branch office, and developing predictive models to drive business outcomes.
FinanceFinancial Services
Responsibilities
Deliver advanced analytical solutions using advanced statistical and machine learning techniques to drive optimized business outcomes
Play a key role within a small close-knit team, assuming full responsibility for the day-to-day administrative, operations, compliance, sales leadership, growth, performance, and profitability of a branch office
Be involved in a managerial training program to enhance skills and encourage internal advancement
Collaborate with Credit Risk, Marketing, Branch Operations, Account Management, and other functions to identify specific business problems to address
Partner with business teams to help with Design of Experiments (DOE) and successful incorporation of the solutions into business strategies
Perform exploratory analysis or leverage the analysis shared by the business functions to brainstorm various advanced analytical solutions
Build highly adoptable and efficient data pipelines
Perform data extraction, standardization, transformation, and further data wrangling to prepare the data to apply advanced machine learning or statistical techniques
Apply advanced machine learning and statistical techniques to develop, validate, deploy, and monitor/maintain predictive models
Create and maintain a comprehensive model documentation in a centralized location
Use traditional credit bureaus and other alternative consumer credit data for building consumer lending models such as: Probability of Marketing Response, Probability of Loan Default, Loss Given Default, and CECL Loss Forecasting
Present model development packages and results to executives and senior managers
Seek the approval for implementation by presenting compelling business benefits from the solutions
Work with IT and ensure successful deployment of solutions in the decision engine, including data mapping, providing requirements for data parsing/storage, validating scoring models in production, and troubleshooting to resolve issues
Create model governance packages once a quarter to monitor stability of the predictive models and share with executives and senior leaders
Qualification
Required
Master's degree in Engineering, Data Analytics, Data Science, Computer Science, or related technical field required
Five years of experience in consumer lending required
Any experience required with: Python, SQL, and a data visualization program (i.e., Tableau, Power BI); delivering innovative/effective solutions to address business problems; handling and processing large datasets; working with data processing frameworks; building reliable data pipelines; building advanced analytical solutions using best-in-class machine learning and statistical modeling techniques (i.e., Random Forest, Gradient Boosting, LASSO, Elastic Net); supervised and unsupervised learning techniques; working with data from various bureaus and third-party data providers; and with structured, semi-structured, and unstructured data
Must have legal authority to work in the U.S. EEOE
Company
Republic Finance
Republic Finance specialises in providing a variety of consumer loans and flexible lending options to customers.
1001-5000 employees
H1B Sponsorship
Republic Finance has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (13)
2024 (36)
2023 (18)
2022 (7)
2021 (4)
2020 (3)
Funding
Current Stage
Late StageTotal Funding
unknownKey Investors
CVC Capital Partners
2017-12-30Private Equity
Leadership Team
Ian Rehmert
CEO
Recent News
Dallas Morning News
2023-12-23
2022-09-16
Company data provided by crunchbase