Senior Applied Scientist (ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Applied Scientist (ML): Building and scaling routing and allocation decision systems for a core real estate marketplace with an accent on optimization frameworks and production ML. Focus on balancing customer experience with long-term business value, implementing multi-objective optimization, and ensuring system observability.
Location: Remote (Must be based in the USA)
Salary: $152,900 - $257,100
Company
is the most-visited real estate platform in the U.S., reimagining how people buy, sell, finance and rent homes.
What you will do
- Iterate on optimization frameworks in constraint-driven, multi-objective environments to balance CX and business value.
- Build and productionize ML-driven routing systems for large-scale marketplace decision systems.
- Own models across the full lifecycle, from feature design through deployment and monitoring.
- Collaborate with product, engineering, and operations teams to align on decision policies and tradeoffs.
- Maintain high standards for reliability and observability via dashboards, diagnostics, and automated monitoring.
Requirements
- 5+ years of applied science experience focusing on optimization-driven or constraint-based decision systems (e.g., dispatch, matching, routing).
- 3+ years owning production machine learning systems end-to-end across the full model lifecycle.
- Proficiency in Python and SQL for building and deploying models in production.
- Advanced degree (MS or PhD) in a quantitative field such as Economics, Operations Research, Statistics, or Data Analytics.
- Strong software engineering fundamentals, including testing and operational rigor.
- Must be based in one of the 50 United States.
Nice to have
- Experience optimizing large-scale marketplace systems (e.g., rideshare, delivery, e-commerce, or logistics).
- Experience with mathematical optimization techniques like linear/integer programming or stochastic optimization.
- Experience designing observability and alerting systems for model and business performance.
Culture & Benefits
- Competitive base salary and eligibility for equity awards.
- Fully remote work arrangement within the USA.
- Inclusive, innovative culture empowered by professional growth opportunities.
- Recognized as one of FORTUNE 100 Best Companies to Work For in 2025.
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