O

One Park Financial

Provides working capital for small businesses

Senior Data Scientist

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeMiami, FL, USANo salary listedHybrid

About the Job

Requirements

  • At least 4 years of experience in data science and the financial industry; experience in credit or lending is preferred.
  • A Master's degree in mathematics, statistics, computer science, or data science.
  • Experience transforming existing processes with artificial intelligence or machine learning approaches.
  • Proficiency in data manipulation and strong SQL and Python skills for data wrangling and extract, transform, and load (ETL).
  • Hands-on AWS or cloud experience deploying and operating production machine learning services, including compute, storage, identity and access management, and containerized deployment.
  • Experience building or maintaining production applications and services, including owning software in production rather than only working with models in notebooks.
  • Experience with dashboard tools such as Power BI or other visualization tools.
  • Experience building credit or risk models for financial services, lending, or insurance.
  • Experience validating models to identify ongoing improvements.
  • Experience with exploratory data analysis, feature engineering, fitting, tuning, and comparing models, and managing the model lifecycle.
  • Experience with statistical modeling and data analysis using programming languages such as Python.
  • Experience in machine learning engineering, cloud-based deployment, and machine learning model lifecycle management.

Responsibilities

  • Use advanced statistical and machine learning techniques to analyze large datasets and build artificial intelligence and machine learning models.
  • Develop and pressure-test pricing and credit proposals end to end, applying statistical and analytical rigor to determine their effectiveness before launch; proposals may include well-tested policy changes rather than models.
  • Conduct exploratory data analysis, feature engineering, and data preprocessing to solve business problems.
  • Own, operate, and enhance the proprietary risk-based pricing engine, a production Python application, including its models, business logic, deployment, and monitoring.
  • Facilitate the deployment and monitoring of models for real-time and batch processing.
  • Maintain model governance through clear documentation and versioning, ongoing monitoring for drift and degradation, regular validation, and a defensible audit trail across the model lifecycle.
  • Partner with DevOps, Product, and Engineering teams to ship models and features to production, owning rollout from staging to production, including continuous integration and continuous delivery, monitoring, and rollback.
  • Perform regular model evaluation and validation to ensure robust performance.
  • Engineer rigorous A/B tests, gather test data, validate results, and present findings to business stakeholders.
  • Use modern artificial intelligence and large language model tools to accelerate work including exploratory data analysis, feature engineering, model prototyping, documentation, and testing.
  • Use existing data creatively to solve business problems.
  • Produce statistical and data analysis visuals, including charts and infographics, to communicate findings to nontechnical audiences.
  • Collaborate with team members, product managers, and business stakeholders to identify opportunities for new artificial intelligence and machine learning solutions.
  • Analyze areas including onboarding credit, ongoing credit, marketing segmentation, voice-based analysis, text mining, sentiment analysis, risk quantification, and risk-based pricing.

Desired Qualifications

  • Experience building credit or risk models in credit or lending is preferred.
  • Knowledge of best practices for financial and lending models, including model risk management, model governance, and fair-lending considerations.
  • Comfort using modern artificial intelligence and large language model tools to make analysis and modeling more efficient.
  • Experience with dbt.

About the Company

One Park Financial

Provides working capital for small businesses

One Park Financial provides working capital for small and mid-sized businesses. By drawing on direct experience with entrepreneurs, they help owners access funding options that fit their needs, enabling growth and operations. Their products are designed to supply working capital through funding options tailored to SMBs, rather than a one-size-fits-all loan. The company differentiates itself through a deep understanding of small business challenges, a focus on community impact, and recognition as a Top Workplace for several years, underscoring a people-first approach. The goal is to help small business owners succeed on their own terms by giving them affordable, accessible capital to support their initiatives and contribute to local economies.

Company size
51-200
Company stage
Not listed
Total funding
Not listed
Headquarters
Miami, FL
Founded
2010

Recently Posted Jobs

Explore more opportunities at One Park Financial

See more jobs