This position is a remote eligible position. You can choose to work at a remote location in the United States or at one of Redfin's headquarter locations (Seattle or Dallas).
Redfin is redefining real estate in the consumer's favor by combining our own technology and agents to create a service that’s better, faster, and costs less. As a Redfinnian, you'll make a difference in one of life’s most important events—buying or selling a home. Our hiring standards are high, yet our culture is humble. We’ve got all the perks, but if what you value most is doing great work in a creative, collaborative, and disciplined environment, join us!
The Applied Machine Learning (AML) group at Redfin works towards redefining real estate in the customer’s favor using machine learning. We work on foundational problems in the real estate space including Recommendations (“Where should I live”) and Price estimation (“How much is a home worth”). We have real estate data at a national level and work across various domains in machine learning using large-scale multi-modal property data (documents, images, text, video, 3d scans etc.). AML also owns and maintains end-to-end production-grade large-scale machine learning infrastructure and systems serving hundreds of millions of consumers.
You will solve foundational problems in the real estate space using our massive store of market and user data and Machine Learning
You will work with an experienced group of machine learning engineers and researchers with robust research to production culture.
You have a bachelor’s degree in C.S., mathematics, statistics, or a related field. A Masters or Ph.D. is a bonus.
You have 2+ years of experience building machine learning systems. Experience with large-scale customer facing production ML systems is a bonus.
You have strong programming proficiency in at least one programming language.
You have experience with Machine Learning & Big Data technologies such as Spark, Scikit-learn, pandas etc.
Having experience with deep learning frameworks such as Pytorch, TensorFlow etc. and deep learning architectures (RNNs, CNNs, Transformers etc.) is a bonus.
Having experience with machine learning and deep learning deployment infrastructure (Airflow, MLflow, Kubernetes, TFX etc.) is a bonus.
Having experience dealing with unstructured data (text, image, video, documents) is a bonus
You have insight into how to design experiments and how to choose the right metrics for success.
What we offer:
A competitive compensation packages with a salary, bonuses, and restricted stock grants
A generous benefits, including three weeks of paid vacation, medical, dental, and vision insurance, and fully paid family leave
A high-growth company, providing opportunities for continued professional development and growth
Redfin is an equal opportunity employer committed to hiring a diverse workforce. A diverse, inclusive culture is vital to Redfin's mission of making real estate better for people from all walks of life. We’re proud that Redfin is a place where different points of view and backgrounds are encouraged and respected. We constantly strive to build a company that reflects the world around us, based on our conviction that pursuing and developing talent of all types is the only way for a business to thrive over the long haul.
To make sure we hire the most qualified people, we’ve designed a multi-step selection process that may include interviews, a homework assignment, and a reference check. We’re excited to get to know you and hope you’re ready to give this opportunity everything you’ve got!
For Colorado applicants:Starting Base Salary: $136,800.00 - 151,200.00. Actual starting base salary will depend on varying circumstances, including individual qualifications, market finances, and other operational business needs.- Potential for merit increases and stock grants based on performance.Benefits for Full-Time Employees: Three weeks of paid vacation, paid maternity/paternity leave, sick leave, and flex days; eligible for medical, dental, and vision insurance benefits; flexible spending account; health savings account; life and disability insurance; fertility benefits; commuter benefits; Employee Assistance Program; and 401(k).#LI-Remote
Redfin is an equal opportunity employer committed to hiring a diverse workforce.
A diverse, inclusive culture is vital to Redfin's mission of making real estate better for people from all walks of life. We’re proud that Redfin is a place where different points of view and backgrounds are encouraged and respected. We constantly strive to build a company that reflects the world around us, based on our conviction that pursuing and developing talent of all types is the right way for a business to thrive over the long haul.
Redfin is an equal opportunity employer. We provide equal employment opportunities to all employees and applicants for employment and prohibit discrimination based on race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, and any other characteristic protected by applicable federal, state or local law. If you need accommodation in the application or recruitment process because of a disability or special need, please contact email@example.com
To ensure the health and safety of our workforce, customers and third parties, Redfin conducts background screening after making conditional offers for employment. All screening is conducted consistent with Equal Employment Opportunity Commission guidance and state and local Fair Chance Act guidance, and Redfin encourages applications from, and fully considers, qualified applicants with criminal record histories.