Job Description
We are a production team dedicated to supporting and enhancing production modeling systems. Our focus is on building the most accurate models with the state-of-the-art modeling technology. We build core infrastructure and pipeline capabilities that ensure seamless data flow into our models. We also support the scaling and development of model prototypes in production environments. Our goal is to create the top-notch Machine Learning products in the real estate industry.
What You Will Work On
Lead the development of modeling complex, real-world problems. Lead the development of complex data pipelines to support production systems.Lead the development efforts to bring machine learning algorithms into production.Monitor and maintain production machine learning data pipelines.
Who We Are Looking For
Minimum 2 years experience in machine learning model development, building data pipelines and robust machine learning software systems Strong and in-depth knowledge of various modeling techniques and machine learning frameworksStrong knowledge and understanding of machine learning pipelines from standardization, normalization, clustering, modeling, scoring, validationStrong knowledge of relational databasesStrong Knowledge of Python, R, sqlStrong knowledge of distributed systems configuration and production maintenanceUnderstanding of ETL engineering and tools so you can interface with data teamsUnderstanding of data design principles across multiple different storage systemsWorking knowledge of AWSParsing and manipulating a variety of different datasets and formats with glue magicSelf Starter with the ability to distill ambiguity into working resultsYou want autonomy and are willing to take responsibilityYou iterate quickly and are a continuous learner and are comfortable in a face-paced environmentGood communicator and willing to work cross-functionally with other engineering teams across the organizationStrong problem-solving skills and the ability to work effectively in a team.
What You Can Expect
Competitive compensation and immediate contribution!Inclusive benefits package offerings 401k plans and customizable benefits including dental, vision, medical, etc. for you and your dependents. An innovative culture that understands the importance of quality of work over quantity.Company-supported and employee-driven ambassador groups that promote diversity, working on a hybrid schedule and philanthropy.Learning and development programs to help advance your career and personal growth.
What We Value
Wherever it leads, Whatever it takes! We believe in making the impossible possible!Thrive personally, grow professionally―be happy!Innovate, learn, lead- Knowledge and growth is never ending!We believe in hiring nice people because anything is possible when you have the team's support. Improving the lives around us- A smile could change the entire world.Be the most trusted, respected, and loved real estate valuation company in the world.
