Senior Data Scientist - Homes

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About Opendoor:

Are you intrigued by the thought of disrupting a trillion dollar industry through technology? At Opendoor, we’re on a mission to make it simple to buy and sell homes. The traditional process is broken, with an average home taking over 90 days to sell and costing thousands of dollars. We empower everyone with the freedom to move by making buying and selling a home stress-free and instant. We’ve built an exceptional team, seen strong growth, served over 85,000 customers and recently went public! The coming years present a tremendous opportunity for innovation as we explore new frontiers and scale nationwide.

The Role:

As a senior data scientist for homes, you will partner with Product, Engineering, and Operations to decide what repairs we should do before listing our homes, if we should renovate them to maximize their resale value, and what vendors to use to minimize cost while maintaining quality. You will also help us improve the self-tour experience so we can continue to attract independent buyers. By efficiently managing our homes, you can drive massive growth in our business and create a foundation for launching new products.

As a Data Scientist you will:

  • Define metrics to understand the cost and quality of home repairs
  • Identify opportunities to improve our models and policies for preventing incidents
  • Design experiments to determine when renovation has a positive return on investment
  • Develop strategies to capture data on buyer preferences
  • Launch products like home personalization for buyers and maintenance for homeowners
  • Become a domain expert in real estate and construction management

We’re looking for teammates who have:

  • 5+ years of experience
  • Comfort writing SQL queries
  • Facility with Python or R
  • Strong written and verbal communication skills
  • Knowledge of causal inference and Bayesian statistics

Bonus points if:

  • You have experience in operational excellence, fraud detection, or signal processing
  • You love delighting customers with seamless and meticulous products
  • You are committed to iteratively driving results and becoming better every day
  • You are obsessed with customers and making something people want
  • You are excited to join a radically transparent team and celebrate our successes together 
  • You are propelled forward by working on hard data science problems
  • You are interested in how to make the best decisions under uncertainty

More About Us

Want to learn more about us and how we are revolutionizing the home buying and selling process? Learn more about us on our website, check out our profile on The Muse to learn more about our culture from our team members, or read our blog posts to hear about the work we are doing.

We Offer the Following Benefits and Perks:

- Full medical, dental, and vision with optional 70% coverage for dependents

- Flexible vacation policy

- Commuter Benefit stipend

- Generous parental leave

- Paid time off to volunteer

Please note that these benefits and perks are available only to Full Time team members and do not apply to contract roles.

Opendoor values Openness

Our team celebrates our diverse backgrounds. We believe that being open about who we are and what we do allows us to be better. Individuals seeking employment at Opendoor are considered without regards to race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, veteran status, sexual orientation, gender identity or other protected status under all applicable laws, regulations, and ordinances.

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Technology we use

  • Engineering
  • Product
  • Sales & Marketing
    • GolangLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • RubyLanguages
    • ScalaLanguages
    • ReactLibraries
    • Node.jsFrameworks
    • Ruby on RailsFrameworks
    • SparkFrameworks
    • PostgreSQLDatabases
    • SketchDesign
    • FigmaDesign
    • AsanaManagement
    • JIRAManagement
    • WordpressCMS

Location

San Francisco, CA

An Insider's view of Opendoor

What's the biggest problem your team is solving?

My team works with our sales and support operators. We manage our multiple telephony platforms, including our call center software. Last year, we replaced our old call center vendor solution with a new custom-built telephony platform. Building the unique features each team has been one of our central challenges for much of the past year.

Maggie

Sr. Software Engineer

How has your career grown since starting at the company?

I started at Opendoor as an intern, responsible for small improvements to our home valuation model’s accuracy. Now, I am one of the leaders on our team - I’m responsible for setting team vision, overseeing systems design for other IC’s, and leading P0 initiatives such as a pricing workflow overhaul that we launched after COVID-19.

Daniel

Software Engineer

How do you empower your team to be more creative?

Analytical problem solving requires creativity too. I always encourage my team to consider all the tradeoffs between different options - what if you need to solve the problem in 1 day? How about 6 months? How about unlimited compute resources? We often come up with more creative and better solutions when we intentionally consider all options.

Sherry

Data Science Manager

What are Opendoor Perks + Benefits

Culture
Volunteer in local community
OKR operational model
Team based strategic planning
Pair programming
Open office floor plan
Flexible work schedule
Diversity
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Diversity employee resource groups
Hiring practices that promote diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Pet insurance
Wellness programs
Mental health benefits
Financial & Retirement
401(K)
Company equity
Employee stock purchase plan
Child Care & Parental Leave Benefits
Generous parental leave
Family medical leave
Adoption Assistance
Vacation & Time Off Benefits
Generous PTO
Paid volunteer time
Paid holidays
Paid sick days
Office Perks
Commuter benefits
Company-sponsored outings
Free snacks and drinks
Some meals provided
Company-sponsored happy hours
Relocation assistance
Home-office stipend for remote employees
Professional Development Benefits
Lunch and learns

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