Lennar is one of the nation's leading homebuilders, dedicated to creating extraordinary experiences for their homeowners and communities. They are seeking interns for their Future Builders Internship Program in Machine Learning Engineering, where participants will assist in developing machine learning models and gain real-world experience while working alongside seasoned professionals.
Assist in the development and implementation of machine learning models.
Perform data preprocessing and feature engineering.
Conduct basic data analysis and visualization.
Collaborate with team members to understand project requirements.
Document processes and results.
Qualification
Required
Current Junior graduating from a 4-year college or University within 2 years (preferred)
Working towards a bachelor's degree in computer science, data science, statistics or similar field (preferred)
Must be authorized to work in the United States without needing employment-based visa sponsorship now or in the future. Lennar will not sponsor applicants for U.S. work visa status for this opportunity (No Sponsorship is available for H-1B, L-1, TN, O-1, E-3, H-1B1, F-1, J1, Opt, CPT, or any other employment-based visa)
Familiarity with data preprocessing and feature engineering.
Knowledge of basic statistics and probability.
Understanding of software development principles.
Platforms/Systems: Jupyter Notebook, Git
DA Tools: Pandas, NumPy, Matplotlib
Languages: Python, SQL
Ability to clearly explain data findings to team members and non-technical stakeholders.
Basic ability to identify issues and suggest simple solutions.
Works effectively in team settings, contributing positively to group efforts.
Demonstrates honesty and ethical behavior in all tasks and interactions.
Adapts to challenges and recovers quickly from setbacks, maintaining a positive attitude.
Open to new ideas and ready to support changes that improve processes or outcomes.
Begins to understand and appreciate the roles of other teams in the organization.
Takes initiative in own development and seeks feedback from more experienced team members.
Takes responsibility for own work, ensuring accuracy and timeliness.
Preferred
Benefits
Comprehensive medical, dental, and vision benefits
Flexible Spending Accounts, Health Savings Accounts, Health Reimbursement Accounts and Commuter Savings Accounts
Vacation – up to 3 weeks of vacation per year Holidays, sick leave, & personal days
Everyone’s Included Day- We offer one paid day each year to celebrate, engage in, and/or observe a cause that is meaningful to you
401(k) savings plan with immediate vesting and 100% company match up to 5% of eligible pay
Paid maternity & bonding leave
Lennar Education Assistance Program (LEAP)- Provides Student Loan Repayment Assistance
Associate Discount Program through Perks at Work
Associate Home Purchase Program
If enrolled in a Lennar medical plan, you can earn additional money in well-being rewards for a variety of wellness activities
Paid Parental Leave
Education Assistance Program
Up to $30,000 in Adoption Assistance
New Hire Referral Bonus Program
Significant Home Purchase Discounts
One of the Nation's leading homebuilders providing homes for first-time, move-up, luxury, urban and active adult buyers.