Data Scientist (100% Remote) (Dallas, TX)

| Dallas-Fort Worth, TX
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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, as well as ProConnect, an on-demand membership service for home repairs and maintenance, and Streem, a technology company that enables businesses to serve customers through an enhanced augmented reality, computer vision and machine learning platform. Frontdoor serves 2.2 million customers across the U.S. through a network of approximately 17,000 pre-qualified contractor firms that employ an estimated 60,000 technicians. The company's customizable home service plans help customers protect and maintain their homes from costly and unexpected breakdowns of essential home systems and appliances. With 50 years of home services experience, the company responds to over four million service requests annually. For 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.
Other/State Specific

Additional Frontdoor Total Rewards Information: We are passionate about empowering our people, and are creating an environment where associates are engaged and excited to be part of taking the hassle out of home ownership. Our approach to benefits is holistic, and includes health, wellbeing and financial components including: insurance for medical/pharmacy, dental, vision, life, and disability, weight loss and smoking cessation programs, matching 401(k) and ability to participate in our employee stock purchase plan. The incoming salary for this role is $110,000 for the minimum level of experience outlined in the requirements for this role; however, the salary we ultimately offer will typically increase commensurate with experience.

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ID 2021-2308

Category Engineering

Type Full Time

Company AHS American Home Shield Corp
More Information on Frontdoor
Frontdoor operates in the Insurance industry. The company is located in Memphis, TN, Denver, CO, Phoenix, AZ, LaGrange, GA, Carrol, IA and Portland, OR. Frontdoor was founded in 2018. It has 514 total employees. It offers perks and benefits such as Dental Benefits, Health Insurance Benefits, 401(K), Company Equity, Diversity Program. To see all 67 open jobs at Frontdoor, click here.
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