[Remote] Senior/Staff ML Engineer at Homebound

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Requirements

7+ years of professional software engineering experience
Strong focus on AI/ML systems
Shipped LLM-powered features into production
Hands-on experience with prompt engineering, RAG, eval frameworks, and agentic workflows
Demonstrated leadership skills
Experience with core ML/data libraries (e.g., Pandas, Scikit-learn, PyTorch/TensorFlow, Spark)
Proven ability to design systems that balance rapid experimentation with long-term reliability and maintainability
Experience with Python
Fluency in one of the following languages: Python, C++, Java, or C#
Experience with cloud platforms (e.g., AWS, GCP, Azure)
Experience with data engineering and data science tools (e.g., Hadoop, Spark, BigQuery)
Experience with DevOps and continuous integration/continuous deployment (CI/CD) pipelines
Experience with testing and debugging tools (e.g., Pytest, JUnit, Docker)
Experience with agile development methodologies (e.g., Scrum, Kanban)
Experience with data visualization tools (e.g., Tableau, Power BI, Matplotlib)

Responsibilities

Lead the research and implementation of cutting-edge advancements in AI, design, and deploy impactful features
Define technical standards for experimentation, deployment, and evaluation
Design and build scalable AI systems that can handle real-world production workloads
Deliver high-quality, production-grade code daily while ensuring observability, maintainability, and reliability
Raise the bar across engineering by teaching AI best practices, reviewing designs, and guiding engineers through complex technical challenges
Stay abreast of the rapidly evolving AI landscape, bringing forward cutting-edge ideas while focusing investment where it creates clear business impact
Mentoring teams and influencing technical direction
Being the go-to problem solver for complex AI challenges
Participate in code reviews and ensure code quality and reliability
Collaborate with cross-functional teams to shape the future of homebuilding
Participate in design reviews and ensure design quality and reliability
Stay up-to-date with the latest AI research and advancements
Participate in testing and debugging of AI systems
Participate in continuous integration/continuous deployment (CI/CD) pipelines
Communicate clearly and proactively, especially in writing

Skills

Homebound

Custom home building with personalized options

About Homebound

Homebound specializes in the home building sector of real estate, providing a personalized experience for customers looking to build their own homes. Customers can select their desired neighborhood, home floor plan, and exterior design, and secure their place in the building queue with a 3% deposit through a reservation system. Homebound manages the entire home building process, from design to construction, and collaborates with leading lending partners to offer competitive financing options. The company stands out from competitors by focusing on a customer-centric approach, ensuring a seamless experience with regular updates on the build progress. Additionally, Homebound offers a 10-year warranty on all homes, which enhances customer confidence in the quality of their investment. The goal of Homebound is to provide a hassle-free home building experience while maintaining adherence to budget and schedule, as reflected in the positive feedback from satisfied customers.

San Francisco, CaliforniaHeadquarters

2018Year Founded

$144MTotal Funding

DEBTCompany Stage

Real EstateIndustries

201-500Employees

Risks

Increased competition from tech giants in modular housing may challenge market share.

Economic downturn could impact consumer spending on new homes, affecting sales.

Rising interest rates may make financing more expensive, reducing demand for new builds.

Differentiation

Homebound manages the entire homebuilding process, from insurance to move-in.

The company offers a unique reservation system with a 3% deposit for home configuration.

Homebound provides a 10-year warranty, ensuring quality and durability for customers.

Upsides

Homebound raised $75M in Series C funding to address housing shortages.

Expansion to Austin, Texas, applies tech-enabled processes to non-disaster markets.

Growing demand for remote work-friendly homes boosts custom home building projects.

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