Senior Machine Learning Engineer (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (Computer Vision): Building and operating production-grade machine learning systems for immersive rich media experiences with an accent on computer vision, spatial signals, and structured inference. Focus on designing scalable ML pipelines, integrating models into customer-facing products, and ensuring high performance and reliability for floor plan and 3D representation systems.
Location: Must be based in the United States
Salary: $163,200–$274,300 annually (location-dependent)
Company
is the most-visited real estate platform in the U.S., dedicated to reimagining how people move through the real estate market by providing innovative digital tools for buying, selling, financing, and renting.
What you will do
- Design, build, and operate production-grade machine learning systems from prototype to customer-facing service.
- Lead end-to-end ML workflows including data pipelines, training, evaluation, deployment, and observability.
- Partner with applied scientists and cross-functional engineering teams to integrate ML techniques into products.
- Improve the quality, latency, and maintainability of ML workflows supporting floor plan and rich media products.
- Drive technical decisions in ambiguous problem spaces involving structured inference and spatial signals.
- Mentor peers through technical execution, code reviews, and establishing shared best practices.
Requirements
- Must be based in the United States
- Significant professional experience building and shipping production-grade machine learning models.
- Strong hands-on proficiency in Python and modern ML frameworks like PyTorch or TensorFlow.
- Experience operating end-to-end ML workflows including data pipelines, deployment, and monitoring.
- Strong foundation in ML fundamentals such as representation learning, structured prediction, and computer vision.
- Ability to collaborate effectively with cross-functional teams in ambiguous settings.
Nice to have
- Experience in computer vision, spatial data, 3D, AR/VR, mapping, search, or recommendation systems.
Culture & Benefits
- Recognized as a Fortune 100 Best Company to Work For.
- Inclusive and engaging culture focused on innovation and growth.
- Competitive base salary with eligibility for equity awards.
- Supportive environment valuing diverse backgrounds and transferable skills.
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