Applied Scientist AI/ML
At a glance
AI generatedTL;DR
Join our dynamic Research & Development team as an Applied Scientist at any seniority level and contribute to advancing applied machine learning and AI at Opendoor. You will play a crucial role in enhancing our valuation systems, ensuring accurate pricing through the development of interpretable ML models that explain pricing decisions to customers. Your daily tasks include designing architectural improvements for deep neural network-based home valuation models, integrating unstructured data like images and text into forecasting pipelines using cutting-edge AI technologies, and collaborating with engineering teams to optimize human-in-the-loop pricing systems. Ideal candidates possess strong Python coding skills, experience in deploying ML models end-to-end, hands-on knowledge of deep learning architectures, and a background in quantitative fields such as computer science or statistics. Familiarity with Pyspark and distributed data processing is beneficial, along with an interest in real estate data analysis.
Skills
What you'll do
- Design and deploy improvements to deep neural network-based home valuation models.
- Build interpretable machine learning models to explain pricing decisions to customers.
- Integrate unstructured data like images, videos, or text into forecasting pipelines using advanced AI models.
- Enhance feature engineering and model training pipelines for production systems.
- Rethink risk and optimization models using real-world data and domain insights.
What we're looking for
- Strong software engineering and coding skills in Python with production code experience.
- Experience developing and deploying ML models end-to-end in production systems.
- Hands-on experience with deep learning architectures like ConvNets, Transformers.
- Advanced degree (MS or PhD) in computer science, statistics, mathematics, or related field.
- Solid foundation in statistics and experimental design for AI/ML projects.
Employer
About Opendoor
Opendoor is a digital real estate marketplace that buys and sells homes directly to consumers, simplifying the home selling and buying experience through instant offers and transparent pricing. Industry: Real Estate Technology & iBuying
Opendoor currently has 35 open roles on FindRole.
Listed pay typically runs $156,800–$337,450 across 6 roles with salary data.
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