C

Credible

Online loan-rate comparison marketplace with lenders

Data Scientist

Data ScienceConfirmed live in the last 24 hours
Full-timeRemote in USARemote

About the Job

Requirements

  • A bachelor's degree in Mathematics, Statistics, or Computer Science is required.
  • At least 3 years of experience developing, testing, and deploying optimized predictive models, preferably for in-product recommendation systems and automated customer retargeting.
  • Advanced statistical modeling skills, using tools such as Python or R.
  • Advanced SQL querying, data mining, and data cleansing skills.
  • Deep knowledge of supervised and unsupervised machine learning algorithms, including neural networks and decision trees.
  • Advanced knowledge of experiment design.
  • Hands-on experience with cloud infrastructure tools, including AWS EC2, S3, Redshift, Snowflake, and containers.
  • Advanced visualization, reporting, and presentation experience.
  • Version control experience with GitHub.
  • Demonstrated experience adopting and effectively leveraging AI tools in day-to-day data science workflows.
  • Familiarity with machine learning deployment infrastructure, including ETL, tools, and new products in the space.
  • Ability to develop project plans and deliver results against quarterly and annual roadmaps.
  • Ability to work with loosely defined requirements and apply creativity and analytical skills to deliver solutions.
  • Ability to communicate complex ideas, analytical processes, and results in clear business terms.
  • Ability to anticipate business needs, think critically about analyses and solutions, and provide improvement recommendations.
  • Ability to work autonomously.

Responsibilities

  • Drive the company's long-term statistical modeling and machine learning vision.
  • Conduct exploratory data analysis before model development.
  • Perform feasibility assessments or proofs of concept for proposed machine learning solutions.
  • Monitor and diagnose model performance issues, including drift and degradation.
  • Research and evaluate additional use cases for existing models.
  • Support ad hoc machine-learning-related analytics requests from stakeholders and senior data scientists.
  • Analyze and improve product recommendation and user classification systems to optimize adaptive user experiences, cross-selling initiatives, and retargeting efforts.
  • Design, prototype, and implement models across several domains.
  • Manage each part of project lifecycles, including ad hoc exploration, training data preparation, model development, and production deployment.
  • Work with product and marketing managers, analysts, and engineers to turn insights about users into automated services.

Desired Qualifications

  • A master's degree in a quantitative or scientific discipline is strongly desired.
  • Experience with Seldon Core or other MLOps tools is preferred.
  • Experience at an e-commerce or fintech company is a plus.

About the Company

Credible

Online loan-rate comparison marketplace with lenders

Credible operates as an online marketplace that helps people compare loan offers from multiple lenders to find good rates and favorable terms for student loans, personal loans, and mortgages. Users submit information and Credible shows instant, accurate comparison results with clear, plain-language explanations of options. When a user selects a loan offer, Credible earns a commission from the lender, and the service remains free for the user. The platform covers products such as student loan refinancing, private student loans, personal loans, mortgages, and mortgage refinancing. Credible differentiates itself through transparency, ease of use, and quick, jargon-free comparisons that help users understand their options. The company aims to help consumers save money and make informed financial decisions by simplifying the loan-search process and connecting users with top lenders.

Company size
201-500
Company stage
IPO
Headquarters
Durham, NC
Founded
2012

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