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About the Role
The Data Scientist II role aims to help Lennar become a more insights-driven organization by supporting the development of AI, machine learning, and natural language processing solutions. This position will translate data into actionable insights for internal stakeholders and contribute to smarter products and services that enhance the homeowner experience and internal operations.
Responsibilities
- Build, test, and refine predictive and analytical models for internal stakeholders using structured and unstructured data.
- Iterate on the development of AI, including agents and pipelines.
- Assist with measurement, monitoring, and analysis to support continuous improvement initiatives.
- Prepare, clean, and integrate data from multiple sources using sound analytical and engineering practices.
- Collaborate with cross-functional teams to gain access to data and improve data understanding.
- Partner with engineering teams to support the deployment of models into business applications.
- Participate in experimentation and iterative development to improve models and business outcomes.
- Communicate technical findings and data science concepts to analysts and non-technical stakeholders.
- Contribute to team knowledge sharing and support peers as needed.
Requirements
- Bachelor’s degree in data science, mathematics, statistics, engineering, computer science, or a related field, or equivalent practical experience.
- 3+ years of experience applying data science to solve business problems and deliver insights.
- 2+ years of experience writing SQL.
- Exposure to AI or machine learning solutions in a business or academic setting.
- Interest in helping transform Lennar into an insights-driven organization.
- Ability to frame data science approaches for real-world business problems.
- Experience supporting projects that improve business performance through analytics or modeling.
- Proficiency in preparing data for analytics, reporting, and machine learning use cases.
- Experience developing and validating data science models or analytical solutions in a business, academic, or applied setting.
- Working knowledge of machine learning concepts, statistics, and model evaluation techniques.
- Experience contributing to data applications, dashboards, or analytics products.
- Familiarity with AI, automation, or emerging analytics technologies.
- Familiarity with Agile development practices such as Scrum or Kanban.
- Experience with machine learning libraries such as scikit-learn, TensorFlow, Keras, or similar tools.
- Understanding of core software engineering practices such as version control, testing, and code organization.
- Familiarity with cloud platforms, databases, and data infrastructure concepts.
- Travel up to 10% of the time to Divisions within the Lennar family.
- Interact well with co-workers.
- May be required to cross train for position(s) within the team organizational structure.
- Comply with and implement company policies and procedures.
- Accept constructive criticism.
- Strong work ethic.
- Team player.
Skills
- SQL
- AI
- Machine Learning
- Natural Language Processing
- Data Science
- Analytics
- Data Modeling
- Scrum
- Kanban
- scikit-learn
- TensorFlow
- Keras
- Version Control
- Testing
- Code Organization
- Cloud Platforms
- Databases
- Data Infrastructure
- NoSQL
- Big Data Technologies
- Knowledge Graphs
- Graph-Based Analytics
Location
- Office
Work Type
- Onsite
- Full-time
Experience Level
- 3+ years of experience
- 2+ years of experience
Education Level
- Bachelor's degree
Benefits
- Medical Insurance
- Dental Insurance
- Vision Insurance
- 401(k) Retirement Plan with Company Match
- Paid Parental Leave
- Associate Assistance Plan
- Education Assistance Program
- Adoption Assistance
- Vacation
- Holiday Leave
- Sick Leave
- Personal Day
- New Hire Referral Bonus Program
- Home Purchase Discounts
About the Company
- Lennar is one of the nation's leading homebuilders, dedicated to making an impact and creating an extraordinary experience for their Homeowners, Communities, and Associates.
- Lennar has been recognized as a Fortune 500® company and consistently ranked among the top homebuilders in the United States.
- Lennar is committed to fostering a supportive and enriching environment for their Associates.
- Lennar promotes asking questions and working together to solve complex problems.
- Lennar is committed to building and sustaining an inclusive culture where everyone has a seat at the table.
Equal Opportunity
- Lennar is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws.