Job Summary
A company is looking for a Research Scientist to advance applied machine learning and AI initiatives.
Key Responsibilities
- Design and deploy improvements to deep neural network-based home valuation models
- Build interpretable ML models to explain pricing decisions to customers
- Incorporate unstructured data into forecasting and valuation pipelines using advanced AI models
Required Qualifications
- 5+ years of experience in developing and deploying ML models end-to-end
- Strong software engineering and coding skills in Python
- Hands-on experience with deep learning architectures such as ConvNets and Transformers
- Advanced degree (MS or PhD) in computer science, statistics, mathematics, or a related quantitative field
- Solid foundation in statistics and experimental design
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