Data Scientist at Opendoor

San Francisco, California, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Real Estate, TechnologyIndustries

Requirements

Deep statistical reasoning: hypothesis design, experimental design, causal inference, and ability to distinguish signal vs noise
Proven end-to-end ML ownership: data acquisition, feature engineering, model development, validation, deployment, and ongoing monitoring
Strong SQL + Python proficiency; comfortable working with production data pipelines and modern ML tooling (e.g., Spark, Airflow, Ray, SageMaker, Vertex, etc.)
Demonstrated ability to translate complex analytical findings into clear business recommendations and influence cross-functional decision-making
Experience working with ill-defined problems and driving clarity on problem definition, success metrics, and realistic tradeoffs
High data-quality bar: disciplined approach to validation, bias analysis, and making decisions rooted in evidence vs intuition
Effective communicator — able to tell the story behind the model to both highly technical and non-technical audiences
Mid to senior level experience as a Data Scientist

Responsibilities

Build and maintain pricing metrics, dashboards, and frameworks
Run experiments and causal analyses to measure impact and drive decisions
Develop predictive + statistical models that improve pricing accuracy
Partner closely with Product, Engineering, and Operations teams to influence roadmap and model deployment
Deliver insights and narratives that inform executive strategy

Skills

SQL

Python

Spark

Airflow

Ray

SageMaker

Vertex

Machine Learning

Statistical Modeling

Causal Inference

Experimental Design

Feature Engineering

Data Pipelines

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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