Senior Data Scientist, Product (Pro Availability)
A home is the biggest investment most people make, and yet, it doesn’t come with a manual. That's why we’re building the only app homeowners need to effortlessly manage their homes — knowing what to do, when to do it, and who to hire. With Thumbtack, millions of people care for what matters most, and pros earn billions of dollars through our platform. And as one of the fastest-growing companies in a $600B+ industry — we must be doing something right.
We are driven by a common goal and the deep satisfaction that comes from knowing our work supports local economies, helps small businesses grow, and brings homeowners peace of mind. We’re seeking people who continually put our purpose first: advocating for pros and customers, embracing change, and choosing teamwork every day.
At Thumbtack, we're creating a new era of home care. If making an impact and the chance to do good inspires you, join us. Imagine what we’ll build together.
Thumbtack by the Numbers
- Available nationwide in all 3,143 U.S. counties
- 75 million+ projects started on Thumbtack
- About 4 million customers in the last 12 months
- Pros earn billions on our platform
- About 10 million 5-star reviews for our stellar pros
- 1000+ employees and $3.2 billion valuation (June, 2021)
About the Data Science Team
The Data Science team empowers Thumbtack to use data to guide business decisions. We collaborate with partners across the company to solve the most analytically challenging problems -- everything from informing how we set prices across almost a thousand local services categories, to evaluating the impact of a new business model on company performance, to identifying early predictors of high-quality customers. We are a tight-knit, intellectually curious team that is committed to improving Thumbtack and improving each other.
About the Role
Data Scientists at Thumbtack are empowered early on to leverage their critical thinking, interpersonal, and technical skills to make a positive impact on the company. Data Scientist embed with product teams to support new product feature launches, study the economics of our massive and dynamic marketplace, and help inform strategy. As a Data Scientist, you’ll be the person responsible for all the analytical needs of an entire team of engineers, designers, and product/marketing managers -- helping empower the team and Thumbtack more broadly to build the best product, as quickly as possible.
- Propose and conduct quantitative research into key user behaviors, product flows, and business trends; based on analysis and in collaboration with cross-functional partners, identify potential new opportunities and next steps for the product team
- Design and analyze experiments and other tests for causal inference, in collaboration with engineers, applied scientist, and economists
- Partner with product managers, engineers, etc. to help scope new features, e.g., scenario modeling for possible impact on key metrics, make recommendations on business logic of new features, etc.
- Define and monitor key metrics; investigate changes in metrics and propose next steps
- Develop topic area expertise, e.g., develop a deep understanding of how Thumbtack search works and interacts with other systems
- Contribute to our team and company data culture through accessible data table design and maintenance
- Collaborate with, mentor, and help recruit team members
What you’ll need
If you don't think you meet all of the criteria below but still are interested in the job, please apply. Nobody checks every box, and we're looking for someone excited to join the team.
- 4+ years of experience in data science, analytics or economics
- Experience managing stakeholders with competing priorities in areas such as Product Management, Design, Engineering and Marketing
- Experience scoping, analyzing, and communicating results of experiments
- Expert in SQL
- Strong communication skills and ability to build strong relationships cross-functionally and with leadership
- Bachelor’s, Master’s, or Doctoral degree in a technical area such as: Statistics, Engineering, Analytics, Math, Computer Science, Operations Research, Economics
Bonus points if you have
- A well-balanced combination of big-picture thinking, ability to thrive in ambiguity, exceptional problem solving skills and patience to teach others and uphold a high bar
- Experience working on a 2-sided marketplace
- Proficient in one of Python or R
Thumbtack is a virtual-first company, meaning you can live and work from any one of our approved locations across the United States, Canada or the Philippines.* Learn more about our virtual-first working model here.
- Virtual-first working model coupled with in-person events
- 20+ company-wide holidays including two week-long shutdowns
- Libraries (collaborative workspaces) in San Francisco, Salt Lake City, Toronto, and Manila
- Stipends for remote work support, home office set-up and Thumbtack services (North America)
- WiFi reimbursements
- Cell phone reimbursements (North America)
- Employee Assistance Program for mental health and well-being
Learn More About Us
- Life @ Thumbtack Blog
- How Thumbtack is embracing virtual work
- Follow us on LinkedIn
- Meet the pros who inspire us
Thumbtack embraces diversity. We are proud to be an equal opportunity workplace and do not discriminate on the basis of sex, race, color, age, pregnancy, sexual orientation, gender identity or expression, religion, national origin, ancestry, citizenship, marital status, military or veteran status, genetic information, disability status, or any other characteristic protected by federal, provincial, state, or local law. We also will consider for employment qualified applicants with arrest and conviction records, consistent with applicable law.