At a glance
AI generatedTL;DR
As a senior-level Software Engineer on the Pricing & ML team in Miami, you will lead the design and implementation of services and tooling that enable reliable training, deployment, and monitoring of pricing and machine learning models. You’ll work closely with data scientists, researchers, and other engineers to convert model prototypes into robust production systems, owning end-to-end model pipelines including data ingestion, training, validation, versioning, deployment, and monitoring. With a strong background in Python, SQL, and ML workflows, you will develop automation for key lifecycle tasks, optimize data access patterns, and drive improvements in reliability and observability across ML pipelines. This role involves significant influence over technical direction and mentorship of other engineers, requiring expertise in production ML systems and collaboration with cross-functional teams to address real-world challenges like data drift and changing market conditions in the real estate domain.
Skills
What you'll do
- Lead the design and implementation of services and workflows for ML model production.
- Convert model prototypes into clean, testable Python code and robust systems.
- Own end-to-end operation of model pipelines including data ingestion and monitoring.
- Design and maintain full lifecycle workflows for experimentation and deployment.
- Develop optimized SQL queries over large datasets to enhance data access patterns.
- Implement automation for key ML lifecycle tasks like retraining and A/B testing.
What we're looking for
- 8+ years of software engineering experience or 6+ years with a Master's degree in ML engineering.
- Strong proficiency in Python and proven track record of writing maintainable, modular code.
- Solid experience working with SQL for queries, joins, indexing, and performance optimization.
- Proven ability to own and operate data pipelines and model training/serving pipelines in production.
- Deep familiarity with the end-to-end ML lifecycle including deployment, monitoring, and iteration.
Employer
About Opendoor
Opendoor is a digital real estate marketplace that buys and sells homes directly to consumers, simplifying the home selling and buying experience through instant offers and transparent pricing. Industry: Real Estate Technology & iBuying
Opendoor currently has 35 open roles on FindRole.
Listed pay typically runs $156,800–$337,450 across 6 roles with salary data.
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