Data Scientist at Opendoor

San Francisco, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Real Estate, Artificial Intelligence, Data ScienceIndustries

Requirements

Strong software engineering and coding skills in Python, with experience contributing to production codebases
7+ years of experience developing and deploying ML models end-to-end — from research and prototyping to implementation in production systems
Hands-on experience with deep learning architectures, including ConvNets, Transformers, or similar
Advanced degree (MS or PhD) in computer science, statistics, mathematics, or a related quantitative field
Solid foundation in statistics and experimental design
Strong communication and collaboration skills — comfortable working with cross-functional stakeholders and communicating technical ideas clearly

Responsibilities

Design and deploy architectural improvements to deep neural network (DNN)-based home valuation models
Build interpretable ML models that can help explain pricing decisions to customers
Incorporate unstructured data — like images, videos, or text — into forecasting and valuation pipelines using cutting-edge AI models (LLMs, VLMs, etc.)
Collaborate with Engineering and Ops to enhance human-in-the-loop pricing systems
Improve the feature engineering and model training pipelines that power production systems
Rethink risk and optimization models using real-world data and domain insight

Skills

Python

Machine Learning

Deep Learning

Software Engineering

Statistical Modeling

Experimental Design

Communication

Collaboration

Pyspark

Distributed Data Processing

Search Systems

Recommendation Systems

Personalization

Large Language Models

Vision-Language Models

DNN

Neural Networks

Opendoor

Technology-driven platform for buying and selling homes

About Opendoor

Opendoor simplifies the buying and selling of homes in the U.S. residential real estate market. For sellers, it offers a quick process where they can request a cash offer by providing property details. Using proprietary algorithms and market data, Opendoor generates a competitive offer, allowing sellers to avoid the traditional listing and negotiation hassles. For buyers, Opendoor provides a platform to browse homes and schedule self-guided tours, with the option to use their own agents. The company earns revenue through service fees from sellers and potential appreciation from homes it buys and resells. Opendoor's goal is to make real estate transactions more efficient and less stressful, while expanding its market presence and ensuring client safety.

San Francisco, CaliforniaHeadquarters

2014Year Founded

$2,023.2MTotal Funding

IPOCompany Stage

Data & Analytics, Real EstateIndustries

1,001-5,000Employees

Benefits

Happier workdays - Add a little fun to your workday with Pendo board game night, team karaoke, ping pong, or enjoy a local brew on our rooftop deck.

Health and wellness benefits - Generous health and wellness plans designed to meet the needs of you and your family, including medical, dental, and vision benefits.

Paid parental leave - Up to 16 weeks of paid parental leave, and a flexible schedule upon your return to help you make the most of those special moments.

Learning and development - In-house management development classes, guest speaker lunch and learns, and select conferences help keep talent sharp.

Flexible work hours and PTO - Enjoy the benefits of a flexible time off policy, flexible work hours, and paid parental leave.

Global offices - Work across the globe in the cities that we love like Raleigh, San Francisco, New York, Herzliya, Tokyo, London and Sheffield.

Risks

Increased competition from tech-driven traditional real estate firms may erode market share.

Recent layoffs could impact operational efficiency and service quality.

Strategic shifts from new executive appointments may not align with market demands.

Differentiation

Opendoor offers a seamless, quick, and transparent home buying and selling experience.

The company uses proprietary algorithms to provide competitive cash offers to sellers.

Opendoor's user-friendly platform allows self-guided home tours and online purchase completion.

Upsides

Growing consumer preference for digital transactions aligns with Opendoor's online platform.

AI-driven predictive analytics can enhance Opendoor's pricing algorithms for competitive offers.

Remote work trends expand Opendoor's market opportunities in suburban and rural areas.

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