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 transforming sensor-rich captures into 3D floor plans. Focus on end-to-end ML workflows, solving complex spatial signal challenges, and ensuring system scalability.
Location: Remote (Must be based in the USA)
Salary: $163,200 – $274,300
Company
is the most-visited real estate platform in the U.S., helping customers navigate buying, selling, financing, and renting homes.
What you will do
- Design and operate production-grade ML systems for rich media and 3D floor plans.
- Lead end-to-end ML lifecycles including data pipelines, training, evaluation, and deployment.
- Collaborate with applied scientists and software engineers to integrate ML into customer-facing products.
- Optimize the quality, latency, and reliability of ML workflows.
- Drive technical decisions regarding structured inference, computer vision, and spatial signals.
- Mentor team members through code reviews and technical execution.
Requirements
- Significant professional experience shipping ML models in production.
- Proficiency in Python and frameworks like PyTorch or TensorFlow.
- Expertise in ML fundamentals: representation learning, structured prediction, and computer vision.
- Experience building and monitoring end-to-end ML workflows.
- Must be based in the United States.
Nice to have
- Experience in spatial data, 3D, AR/VR, mapping, or recommendation systems.
Culture & Benefits
- Competitive base salary and equity awards.
- Remote work flexibility across the 50 US states.
- Inclusive and innovative culture recognized by Fortune 100 Best Companies to Work For.
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