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JM Family

Automotive distribution, financing, and insurance conglomerate

AI & Decision Science Intern

Applied Machine LearningPosted on Nov 3
Internship · Summer 2027Deerfield Beach, FL, USANo salary listed

About the Job

Requirements

  • The candidate must be actively enrolled in a bachelor's, master's, or other degree-seeking program at an accredited college or university, with at least one semester of coursework completed; candidates in related fields may also be considered.
  • Relevant fields of study include Computer Science, Statistics, Mathematics, or a related quantitative field.
  • The candidate must have working knowledge of Python, including common data libraries such as Pandas and NumPy, and SQL skills including joins, aggregations, and filtering.
  • The candidate must understand statistical analysis, predictive and prescriptive analytics, and core machine learning concepts including regression, classification, overfitting, train/test splits, and model evaluation.
  • The candidate must have problem-solving and communication skills and be able to learn new tools quickly and clearly explain technical concepts and analytical findings to non-technical audiences.

Responsibilities

  • Evaluate business opportunities and underlying data to identify potential advanced analytics use cases, assess value propositions, and recommend appropriate technical approaches.
  • Extract, clean, explore, and analyze complex datasets using SQL, Python, statistical analysis, and data mining techniques to identify trends, patterns, and anomalies.
  • Design, develop, test, and refine statistical and machine learning models for business challenges such as demand forecasting, optimization, and logistics planning.
  • Support model development and deployment using the Microsoft technology stack, including Azure AI Foundry, Azure Machine Learning, Azure SQL Managed Instance, and Azure Synapse Analytics.
  • Evaluate model performance using appropriate metrics and validation methods, including holdout testing and cross-validation, while documenting results and limitations.
  • Collaborate with data scientists, business partners, and IT to understand business needs, translate them into analytical solutions, and support the development of AI tools for end-user consumption.
  • Write clean, reproducible code, maintain clear technical documentation, and communicate project progress and final findings to technical and non-technical stakeholders.

Desired Qualifications

  • Hands-on experience with a machine learning framework such as Scikit-learn is preferred.
  • Preferred experience or exposure includes AI, time-series forecasting, optimization, experimental design, Git/GitHub, Microsoft Azure or Fabric, data visualization tools, and LLM-based tools such as RAG or AI coding assistants.

About the Company

JM Family

Automotive distribution, financing, and insurance conglomerate

JM Family Enterprises is a privately held auto-focused company that grew from exclusive Toyota distribution in the southeastern United States into a broader automotive group with in-house financing and insurance. It distributes Toyota vehicles through an exclusive network, provides consumer and dealer financing, and offers insurance products, creating an integrated ecosystem for buyers and dealers. It differentiates itself by owning the distribution network and in-house financing and insurance under family ownership, enabling tight coordination across sales, credit, and protection. Its goal is to grow and maintain a large, diversified automotive business that connects vehicle distribution, financing, and retail services while staying family-owned.

Company size
1,001-5,000
Company stage
Not listed
Total funding
Not listed
Headquarters
Deerfield Beach, FL
Founded
1968

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