Machine learning and data analytics are at the heart of Zillow’s services, from the Zestimate to personalized recommendations to the Zillow Prize Kaggle competition. We believe in making all information transparent and providing insights that simplify the home search and the home related decisions.
Learn more about what we are doing at https://www.zillow.com/data-science and https://www.zillow.com/engineeringAbout the role
Zillow is looking for a skilled developer to join our new AI Platform team, dedicated to building the next generation AI platform to power AI research & products at Zillow.
In the AI Platform team, you'll help craft Zillow’s approach to artificial intelligence research & Products in a deep way, powering products like home value estimation, economic research, personalized recommendations, and democratizing machine learning across all products.
You’ll create end-to-end machine learning systems - consistent model training, evaluation, deployment and delivery for batch, streaming and real time use cases. You'll make data access consistent and easy. You’ll make model behavior transparent and easy to explain. And, you’ll create a feedback loop for the models in production. Together these systems will create a research environment that lets model developers move fast and deliver cutting edge AI solutions with less effort.
You'll work collaboratively with Engineers, Applied Scientists and cross functional teams in crafting and implementing AI Platform’s technical vision. You will be exposed to cutting edge research and models such as Random Forest, Deep Neural Networks, Matrix Factorization etc, and you will create highly scalable distributed systems and services to productionalize machine learning.
Your efforts will provide real people the information and confidence people need to make important decisions about their home.Who you are
A degree (BS+) in Computer Science or a related discipline. Masters in Machine Learning preferred.
8+ years of experience building highly scalable distributed systems on cloud platforms (AWS/Azure/GCP)
Have vision and experience to make end-to-end Machine Learning Platform solutions.
Experience with the Big Data ecosystem (Hadoop/Hive/Spark/Presto/Airflow)
Experience with Machine Learning applications a strong plus
Enjoy a collaborative environment, and bring fun to work
Enjoy Python, Spark, EMR, docker, Kubernetes, EKS, scikit-learn, MLLib, XGBoost, TensorFlow, HDFS, kafka, kinesis, flink, hive, and Deep learning
At Zillow Group, we're powered by our inclusive work culture, where everyone has the support and resources to do the best work of their careers. Our efforts to streamline the real estate transaction is supported by our passion to empower people and enrich lives around everything home, a deep-rooted culture of innovation, a fundamental commitment to Equity and Belonging, and world-class benefits. But, don't just take our word for it. Read our reviews on Glassdoor and recent recognition from multiple organizations, including: Fortune 100 Best Companies to Work For (#69), Fortune Best Workplaces for Diversity (#38), Fortune Best Workplaces for Parents (#31), Fortune Best Workplaces for Women (#20), Fatherly's Best Workplaces for New Dads (#37), JUST Capital 100 Company (#69), Bloomberg Gender Equality Index constituent.
Zillow Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. Therefore, we provide employment opportunities without regard to age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. If there are preparations we can make to help ensure you have a comfortable and positive interview experience, please let us know.