Opendoor

Senior Manager - Machine Learning Engineering

United States

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Real Estate, AI & Machine LearningIndustries

Requirements

Candidates must have proven leadership experience managing ML engineering teams, ideally in a fast-paced or high-growth environment, with at least 3 years of people management experience including hiring, coaching, and performance management. A minimum of 7 years of industry experience in software engineering or machine learning is required, with significant experience deploying ML models into production and delivering business-critical ML systems that influence revenue or customer experience. Strong cross-functional communication skills, the ability to translate technical solutions into business outcomes, and a solid understanding of backend architecture fundamentals are essential. Deep knowledge of ML engineering practices, including model training, evaluation, versioning, monitoring, and retraining strategies, is also necessary. Experience with cloud-based ML stacks and MLOps practices is a plus.

Responsibilities

The Senior Manager, Machine Learning Engineering will lead, mentor, and grow a team of 5-9 machine learning engineers. They will own the design, delivery, and optimization of ML systems supporting high-stakes, revenue-critical business functions. This includes partnering closely with Product, Data Science, Backend Services, and Infrastructure teams to define priorities, shape roadmaps, and ensure seamless integration of ML solutions. The role involves driving best practices in ML development, model monitoring, deployment, and lifecycle management, maintaining a high technical bar, and ensuring operational excellence. Additionally, they will contribute to the long-term technical vision for ML infrastructure and systems specific to real estate.

Skills

Machine Learning Engineering
ML Systems
Model Deployment
Model Monitoring
Lifecycle Management
Software Engineering
People Management
Technical Leadership
Cross-functional Communication

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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