What are the responsibilities and job description for the Data Scientist (100% Remote) position at Frontdoor?
Overview
Frontdoor is a company that’s obsessed with taking the hassle out of owning a home. With services powered by people and enabled by technology, it is the parent company of four home service plan brands (American Home Shield, HSA, Landmark and OneGuard) and an expanding portfolio of home services. Frontdoor serves more than two million customers across the U.S. through a network of 16,000 pre-qualified contractor firms that employ over 45,000 technicians. The company’s customizable home service plans help customers protect and maintain their homes from costly and unplanned breakdowns of essential home systems and appliances. With more than 45 years of experience, the company responds to over four million service requests annually (or one request every eight seconds). For more details, visit frontdoorhome.com.
Responsibilities
Process massive amounts of structured and unstructured data.
Build advanced supervised and unsupervised machine learning models for batch and real-time applications.
Research new machine learning solutions to complex business problems.
Develop and deploy models in production using Python.
Run A/B test experiments and analyze results.
Communicate findings to non-technical audience.
Stay current with new tools and techniques in the literature.
Qualifications
Masters in Computer Science, Engineering, Statistics, or related field (PhD preferred)
Excellent communication skills.
Strong background in machine learning and statistics.
Solid foundation in data structures and algorithms.
Proficiency in Python for numerical/statistical programming (including Numpy, Pandas, and Scikit-learn).
Ability to write complex SQL queries.
Experience training deep neural networks.
Experience with natural language processing.
4 or more years of industry experience building ML and statistical models.
Need help finding the right job?
We can recommend jobs specifically for you!
Job Locations US-CO-Denver | US-MN-St. Paul | US-WA-Olympia | US-TX-Austin | US-AZ-Phoenix | US-TX-Dallas
ID 2021-2308
Category Engineering
Type Full Time
Company AHS American Home Shield Corp
Frontdoor is a company that’s obsessed with taking the hassle out of owning a home. With services powered by people and enabled by technology, it is the parent company of four home service plan brands (American Home Shield, HSA, Landmark and OneGuard) and an expanding portfolio of home services. Frontdoor serves more than two million customers across the U.S. through a network of 16,000 pre-qualified contractor firms that employ over 45,000 technicians. The company’s customizable home service plans help customers protect and maintain their homes from costly and unplanned breakdowns of essential home systems and appliances. With more than 45 years of experience, the company responds to over four million service requests annually (or one request every eight seconds). For more details, visit frontdoorhome.com.
Responsibilities
Process massive amounts of structured and unstructured data.
Build advanced supervised and unsupervised machine learning models for batch and real-time applications.
Research new machine learning solutions to complex business problems.
Develop and deploy models in production using Python.
Run A/B test experiments and analyze results.
Communicate findings to non-technical audience.
Stay current with new tools and techniques in the literature.
Qualifications
Masters in Computer Science, Engineering, Statistics, or related field (PhD preferred)
Excellent communication skills.
Strong background in machine learning and statistics.
Solid foundation in data structures and algorithms.
Proficiency in Python for numerical/statistical programming (including Numpy, Pandas, and Scikit-learn).
Ability to write complex SQL queries.
Experience training deep neural networks.
Experience with natural language processing.
4 or more years of industry experience building ML and statistical models.
Need help finding the right job?
We can recommend jobs specifically for you!
Job Locations US-CO-Denver | US-MN-St. Paul | US-WA-Olympia | US-TX-Austin | US-AZ-Phoenix | US-TX-Dallas
ID 2021-2308
Category Engineering
Type Full Time
Company AHS American Home Shield Corp
Scientist
Pioneer Data Systems -
South San Francisco, CA
Data and Machine Learning Scientist
Catalytic Data Science -
Westport, CT
Bench Scientist/ HPLC
Pioneer Data -
Pearl River, NY
