About the team
AI products at Zillow help millions of people find the best home for them with less stress and more visibility. Zillow scientists develop a variety of ML models (natural language understanding, computer vision, recommendation systems) that enables our customers to find and move to their next home. Join the team that develops end to end platform powering AI research and development at Zillow!As a member of the AI Platform team, you will help define Zillow’s approach to Artificial Intelligence research & Products, powering products like home value estimation, economic research, personalized recommendations and semantic search etc. You will work on building powerful ML infrastructure enabling containerized services, performing distributed computations at scale, empowering continuous research & deployments of ML models, evaluations and monitoring.
Learn more about what we are doing at https://www.zillow.com/data-science and https://www.zillow.com/engineering
About the role
We are looking for a Principal Software Development Engineer to help us build the next generation of AI infrastructure powering multiple Zillow products.
The position gives you opportunities to:
- Craft and build scalable infrastructure for orchestrating end to end machine learning lifecycle from experimentation phase to production jobs & services
- Build the roadmap and lead the team towards success in building the next-gen AI infrastructure, which supports AI workload at 10x scale plus governance & compliance requirements
- Work with a variety of technologies such as Kubernetes, KNative, Argo, Databricks, Kafka, Tensorflow etc.
- Collaborate with Applied Scientists, Machine Learning Engineers and cross functional teams in crafting and implementing your technical vision
- Work closely with our data infrastructure team to build the data systems and stores that power ML models
- Collaborate with various teams (Product, Engineering) to scope and deliver platform solutions
Who you are
Basic Qualifications:
- A degree (BS+) in Computer Science or a related field. Masters in Computer Science preferred
- 5+ years of experience with Machine Learning, data and/or backend web services & infrastructure
- 2+ years of experience with platform solutions for large scale AI applications
- Experience working with cloud services (AWS/Azure/GCP)
- Excellent interpersonal skills and passionate about collaborating across organizational boundaries
Nice to haves:
- Have vision and passion to make Machine Learning development easier for ML Practitioners
- Experience developing sophisticated software systems scaling to millions of users with production quality deployment, monitoring and reliability
- Experience with Databricks (for data and/or ML use cases)
- Experience with building low latency, high reliability Web Services (K8s, KNative services)
- Experience with Machine Learning Frameworks (e.g. PyTorch, Keras, Tensorflow, XGBoost)
- Experience with modern data technologies (Spark, Hive, Kafka, Beam, Airflow)
Transferable Skills
Here at Zillow - we value the experience and perspective of candidates with non-traditional backgrounds. We encourage you to apply if you have transferable skills or related experiences.
Get to know us
Zillow is reimagining real estate to make home a reality for more and more people.
As the most-visited real estate website in the United States, Zillow® and its affiliates help movers find and win their home through digital solutions, first class partners, and easier buying, selling, financing and renting experiences. Millions of people visit Zillow Group sites every month to start their home search, and now they can rely on Zillow to help make it easier to move. The work we do helps people get home and no matter what job you're in, you will play a critical role in making home a reality for more and more people.
Our efforts to streamline the real estate transaction are supported by a deep-rooted culture of innovation, our passion to redefine the employee experience, a fundamental commitment to Equity and Belonging, and world-class benefits. These benefits include comprehensive medical, dental, vision, life, and disability coverages as well as parental leave, family benefits, retirement contributions, and paid time off. We’re also setting the standard for work experiences of the future, where our employees are supported in doing their best work and living a flexible, well-balanced life. But don’t just take our word for it. Read recent reviews on Glassdoor and recent recognition from multiple organizations, including: the 100 Best Companies to Work For, Glassdoor Employees’ Choice Award, Bloomberg Gender-Equality Index, Human Rights Campaign (HRC) Corporate Equity Index, and TIME 100 Most Influential Companies list.
Zillow Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. If you have a disability or special need that requires accommodation, please contact your recruiter directly.
Qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable state and local law.
Applicants who receive job offers from Zillow Group will be asked to sign a Proprietary Rights Agreement which includes confidentiality, intellectual property assignment, customer and employee non-solicitation, and non-competition provisions. If you are contacted for a role at Zillow Group and wish to review a copy of the Proprietary Rights Agreement prior to receiving an offer, you may request a copy from your Recruiter.