Remote Senior Applied Machine Learning Engineer

Overview

The Remote Senior Applied Machine Learning Engineer will work with the Applied Machine Learning group at Redfin to redefine real estate through machine learning, focusing on productionizing models and optimizing them for real-time performance.

In Short

• Work on foundational problems in real estate using machine learning.
• Transform prototypes into high-performance production systems.
• Implement MLOps best practices for machine learning.
• Monitor models in production for data drift and system latency.
• Build data products and analytical tools impacting business metrics.
• Collaborate with engineers and stakeholders on data science methodologies.
• Utilize large-scale multi-modal property data.
• Work in a collaborative environment focused on customer-centric solutions.
• 5+ years of software engineering experience required.
• Proficient in Python and machine learning frameworks.

Requirements

• 5+ years of software engineering experience.
• 2+ years focused on deploying machine learning models.
• Proficient in Python and writing production-grade code.
• Deep understanding of the ML lifecycle and model versioning.
• Experience with Docker and Kubernetes.
• Competent with SQL and distributed data processing tools.
• Experience with monitoring and observability in production.
• Familiarity with A/B testing frameworks.
• Ability to debug and optimize models for inference.
• Strong collaboration skills with technical teams.

Benefits

• Comprehensive health benefits for you and your family.
• 401K retirement plan.
• Paid-time off.
• Support for individual health and well-being.
• Opportunities for professional growth and development.
• Collaborative work environment.
• Innovative and customer-centric company culture.
• Potential for bonuses and incentives.
• Access to a wide range of perks.
• Commitment to diversity and inclusion in the workplace.