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AI Applied Scientist - PhD Intern, Valuation & Market Dynamics (VMD)

Posted 2024-10-21

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📍 Location: United States of America

💸 Salary: 104000 - 166000 USD per year

🔍 Industry: Real Estate

🗣️ Languages: English

🪄 Skills: PythonArtificial IntelligenceData AnalysisGitKerasMachine LearningNumpyOpenCVPyTorchAlgorithmsBehavioral economicsData analysisGoPandasTensorflowCommunication SkillsAnalytical SkillsCollaboration

Requirements:
  • Currently enrolled PhD graduate student in computer science, machine learning, economics, statistics or a related field.
  • Experience in machine learning with tabular data, deep learning models, multimodal ML, and causal modeling.
  • Proficiency in Python, handling large datasets, and applying computer vision techniques.
  • Strong publication record or motivation to publish in top-tier journals.
Responsibilities:
  • The intern will innovate for customers and the business by evolving and testing key data products and home valuation models.
  • Focus will be on models such as the Zestimate, Rent Zestimate, and Zillow Home Value Index.
  • Research areas include Deep Learning, Geospatial Data Application, Causal Modeling, and Responsible AI.
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