About the role
Thumbtack helps millions of people confidently care for their homes. Thumbtack is the one app you need to take care of and improve your home — from personalized guidance to AI tools and a best-in-class hiring experience. Every day in every county of the U.S., people turn to Thumbtack to complete urgent repairs, seasonal maintenance and bigger improvements. We help homeowners know which projects to do, when to do them and who to hire from our growing community of 300,000 local service businesses. If making an impact inspires you, join us. Imagine what we’ll build together.
About The Data Engineering Team Thumbtack’s Data Engineering team is a centralized team that works closely with engineers, analysts, data scientists, and machine learning engineers to help design and curate data sets originating from internal and third-party sources to meet current and future needs. Over the next year, it will continue to build on its prior successes in building a more cohesive data warehouse while starting to work more deeply upstream to build data best practices into the full software development lifecycle (SDLC).
Challenge There are several teams all over Thumbtack with Terabytes of data and unique challenges trying to clean and organize this data to measure their performance. In this role, you will work with Engineers, Data Scientists, Managers, and others to understand their needs, and actively work to build datasets to tackle these challenges.
What You'll Do
- Collaboratively refine and evangelize a comprehensive framework for integrating data-thinking into the software development lifecycle for product teams
- Design, architect, and maintain core marketing datasets, data marts, and feature stores that support a blend of mature products and features with a rapidly evolving product line, in partnership with analytics, data science, and machine learning
- Integrate with teams consisting of product engineers, analysts, data scientists, machine learning engineers throughout Thumbtack to understand their data needs, and help design datasets with the same engineering rigor as any other software we design
- Drive data quality and best practices across different business areas
- Help build the next generation data products at Thumbtack, based on real-time data products on top of Apache Kafka
In order to be successful, you must bring
- 4 or more years of experience designing and building data sets and warehouses
- Excellent ability to understand the needs of and collaborate with stakeholders in other functions, especially Analytics, and identify opportunities for process improvements across teams
- Expertise in SQL for analytics/reporting/business intelligence and also for building SQL- and Python-based transforms inside an ETL pipeline, or similar
- Experience designing, architecting, and maintaining a data warehouse and data marts that seamlessly stitches together data from production databases, clickstream data, and external APIs to serve multiple stakeholders
- Expertise building the above with a modern data stack based on a cloud-native data warehouse, in our case we use BigQuery, dbt, and Apache Airflow, but a similar stack is fine
- Strong sense of ownership and pride in your work, from ideation and requirements-gathering to project completion and maintenance.
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.
Thumbtack is committed to working with and providing reasonable accommodation to individuals with disabilities. If you would like to request a reasonable accommodation for a medical condition or disability during any part of the application process, please contact: recruitingops@thumbtack.com.
If you are a California resident, please review information regarding your rights under California privacy laws contained in Thumbtack’s Privacy policy available at https://www.thumbtack.com/privacy/ .
About Thumbtack
We’re Thumbtack, a technology company helping millions of people confidently care for and improve their homes. Our homeowners get personalized guidance on what to do and when to do it as well as who to hire from our growing community of 300,000 local service businesses. Every day in every county of the U.S., people turn to Thumbtack to complete small fixes, routine maintenance, and major improvements. With 11 million 5-star projects and counting, we empower homeowners to take control and local businesses to grow.
Bringing the $600 billion+ home services industry online, Thumbtack is a technology leader creating a new era of home care. Working at Thumbtack means being part of a dynamic culture built on integrity, inclusion, and authenticity—where our leaders listen to feedback and take action. We’ll equip you to do the best work of your career, give you the flexibility to live wherever you want, and treat you like you’re our greatest asset because you are. If making an impact and the chance to do good inspires you, join us! Imagine what we’ll build together.
Please be advised: Thumbtack's Recruiting team will only communicate with active candidates from Thumbtack LinkedIn verified accounts.
About the role
Thumbtack helps millions of people confidently care for their homes. Thumbtack is the one app you need to take care of and improve your home — from personalized guidance to AI tools and a best-in-class hiring experience. Every day in every county of the U.S., people turn to Thumbtack to complete urgent repairs, seasonal maintenance and bigger improvements. We help homeowners know which projects to do, when to do them and who to hire from our growing community of 300,000 local service businesses. If making an impact inspires you, join us. Imagine what we’ll build together.
About The Data Engineering Team Thumbtack’s Data Engineering team is a centralized team that works closely with engineers, analysts, data scientists, and machine learning engineers to help design and curate data sets originating from internal and third-party sources to meet current and future needs. Over the next year, it will continue to build on its prior successes in building a more cohesive data warehouse while starting to work more deeply upstream to build data best practices into the full software development lifecycle (SDLC).
Challenge There are several teams all over Thumbtack with Terabytes of data and unique challenges trying to clean and organize this data to measure their performance. In this role, you will work with Engineers, Data Scientists, Managers, and others to understand their needs, and actively work to build datasets to tackle these challenges.
What You'll Do
- Collaboratively refine and evangelize a comprehensive framework for integrating data-thinking into the software development lifecycle for product teams
- Design, architect, and maintain core marketing datasets, data marts, and feature stores that support a blend of mature products and features with a rapidly evolving product line, in partnership with analytics, data science, and machine learning
- Integrate with teams consisting of product engineers, analysts, data scientists, machine learning engineers throughout Thumbtack to understand their data needs, and help design datasets with the same engineering rigor as any other software we design
- Drive data quality and best practices across different business areas
- Help build the next generation data products at Thumbtack, based on real-time data products on top of Apache Kafka
In order to be successful, you must bring
- 4 or more years of experience designing and building data sets and warehouses
- Excellent ability to understand the needs of and collaborate with stakeholders in other functions, especially Analytics, and identify opportunities for process improvements across teams
- Expertise in SQL for analytics/reporting/business intelligence and also for building SQL- and Python-based transforms inside an ETL pipeline, or similar
- Experience designing, architecting, and maintaining a data warehouse and data marts that seamlessly stitches together data from production databases, clickstream data, and external APIs to serve multiple stakeholders
- Expertise building the above with a modern data stack based on a cloud-native data warehouse, in our case we use BigQuery, dbt, and Apache Airflow, but a similar stack is fine
- Strong sense of ownership and pride in your work, from ideation and requirements-gathering to project completion and maintenance.
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.
Thumbtack is committed to working with and providing reasonable accommodation to individuals with disabilities. If you would like to request a reasonable accommodation for a medical condition or disability during any part of the application process, please contact: recruitingops@thumbtack.com.
If you are a California resident, please review information regarding your rights under California privacy laws contained in Thumbtack’s Privacy policy available at https://www.thumbtack.com/privacy/ .
About Thumbtack
We’re Thumbtack, a technology company helping millions of people confidently care for and improve their homes. Our homeowners get personalized guidance on what to do and when to do it as well as who to hire from our growing community of 300,000 local service businesses. Every day in every county of the U.S., people turn to Thumbtack to complete small fixes, routine maintenance, and major improvements. With 11 million 5-star projects and counting, we empower homeowners to take control and local businesses to grow.
Bringing the $600 billion+ home services industry online, Thumbtack is a technology leader creating a new era of home care. Working at Thumbtack means being part of a dynamic culture built on integrity, inclusion, and authenticity—where our leaders listen to feedback and take action. We’ll equip you to do the best work of your career, give you the flexibility to live wherever you want, and treat you like you’re our greatest asset because you are. If making an impact and the chance to do good inspires you, join us! Imagine what we’ll build together.
Please be advised: Thumbtack's Recruiting team will only communicate with active candidates from Thumbtack LinkedIn verified accounts.