Address
Form of work
SalaryThis position is a hybrid role requiring employees to work from our headquarters location in Seattle, WA every Tuesday and Wednesday, and remote all other days.
Redfin is combining technology and customer service to reinvent the end-to-end experience for buying and selling a home in the consumer’s favor. We are a mission-driven company helping people across North America buy and sell homes, saving them hundreds of millions of dollars in fees, and doing it all with a high customer satisfaction score. With over $75 billion spent every year on real estate commissions, the opportunity is huge and the industry is ripe for change.
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.
As a Machine Learning Engineer for the Applied Machine Learning Team, your job is to 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.
About You:
- 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 in building Machine Learning systems in a professional environment.
- You have a strong interest in building the next-generation Machine Learning platform for real estate.
- You have experience with Machine Learning & Big Data technologies such as Spark, Scikit-learn, pandas etc.
- You have strong programming skills in at least one programming language.
- You have experience building and supporting a production ML model including data collection, training, deploying, and monitoring performance.
- You have practical knowledge of deep learning frameworks such as Pytorch, TensorFlow etc. and deep learning architectures (RNNs, CNNs, Transformers etc.) is a bonus.
- You have experience with Machine Learning and deep learning deployment infrastructure (Airflow, MLflow, Kubernetes, TFX etc.) is a bonus.
- You have experience dealing with unstructured data (text, image, video, documents) is a bonus
- You have insights into how to design experiments and how to choose the right metrics for success.
We Offer:
- An opportunity to be part of a dynamic, growing company where your contributions make a real difference and new ideas are always welcome.
- Amazingly smart and fun teammates to collaborate with and learn from.
- A competitive compensation package with generous benefits.
#LI-JK
#LI-Hybrid
The compensation information is provided in compliance with job posting disclosure requirements in Hawaii, Colorado, New York, New Jersey, Washington, and California.
Base Pay Range: $137,400.00 - 185,400.00. Actual base pay will depend on varying circumstances, including the position, location, individual qualifications, market finances, and other operational business needs. Depending on the position, compensation may also include commissions, bonuses, and equity. Potential for quarterly bonuses based on company performance. Potential for merit increases and stock grants based on performance. Redfin offers a generous benefits package that includes 15 paid vacation days, 12 paid holidays, paid parental leave, sick leave, and flex days; medical, dental, and vision insurance benefits; flexible spending account, health savings account, life and disability insurance; fertility benefits, commuter benefits, Employee Assistance Programs; and 401(k) employer match. #LI-Hybrid 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 provides 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
recruitingteam@redfin.com
Redfin encourages individuals with criminal record histories to apply for employment and considers such individuals for employment consistent with the requirements of any applicable fair chance acts, including but not limited to the San Francisco and Los Angeles Fair Chance Acts. Philadelphia applicants can access a copy of Philadelphia Fair Criminal Records Screening Standards ordinance poster
here
. Redfin accepts applications on an ongoing basis.
