Lennar
Lead Machine Learning Engineer - REMOTE
Atlanta GA - Virtual
Sponsorship not specifiedDetected 6 days ago
PythonCode ReviewAWSTerraformPlatform EngineeringMachine LearningData ScienceLLMsMLOpsCustomer SupportAR/VR
About the role
- Lennar has been recognized as a Fortune 500® company and consistently ranked among the top homebuilders in the United States.
- The ideal candidate is a software engineer with deep MLOps expertise.
- They are hands-on with AWS SageMaker (including SageMaker Unified Studio), MLflow, Weights & Biases, and the surrounding tooling that makes ML systems reliable in production.
Responsibilities
- The opportunity to deliver impact across one of the largest homebuilders in the United States.
Requirements
- Bachelor's degree or higher in Computer Science, Engineering, or a related technical field.
- 7+ years of software engineering experience, including meaningful production ownership of services or platforms in a cloud environment.
- 5+ years of hands-on MLOps or ML platform experience-deploying, monitoring, and retraining production models at scale.
- Deep experience with experiment tracking, model registries, and retraining workflows using MLflow, Weights & Biases, or comparable tooling.
Nice to have
- Experience with feature stores, model gateways, GPU workloads, distributed training, model drift monitoring tools, or supporting both classical ML and LLM-based models on the same platform.
- Strong hands-on experience with AWS SageMaker (Unified Studio strongly preferred), including model training jobs, endpoints, batch transform, and pipelines.
- experience with infrastructure-as-code (Terraform preferred).
- Strong Python skills with a track record of writing modular, well-tested, production-ready code
Skills
- A career with purpose.
- A career built on making dreams come true.
Compensation
- From the moment of hire, they can enjoy up to three weeks of vacation annually, alongside generous Holiday, Sick Leave, and Personal Day policies.
Benefits
- Healthcare (medical, dental, vision) and 401k matching
- At Lennar, we are committed to fostering a supportive and enriching environment for our Associates, offering a comprehensive array of benefits designed to enhance their well-being and professional growth.
- Our Associates have access to robust health insurance plans, including Medical, Dental, and Vision coverage, ensuring their health needs are well taken care of.
- To further support our Associates, we provide an Education Assistance Program and up to $30,000 in Adoption Assistance, underscoring our commitment to their diverse needs and aspirations.
- From the moment of hire, they can enjoy up to three weeks of vacation annually, alongside generous Holiday, Sick Leave, and Personal Day policies.
- Additionally, we offer a New Hire Referral Bonus Program, significant Home Purchase Discounts, and unique opportunities such as the Everyone's Included Day.
- Lennar Associates will have access to these benefits as outlined by Lennar's policies and applicable plan terms.
- Visit Lennartotalrewards.com to view our suite of benefits.
Company info
- Overview | LinkedIn https://www.linkedin.com/company/lennar/ > for the latest job opportunities.
- Lennar is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws.
- At Lennar, we believe in investing in our Associates, empowering them to thrive both personally and professionally.
Equal opportunity
- equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws.
This listing is sourced directly from Lennar's careers page and normalized into a canonical job model.