Principal Engineer, Data & ML Platforms
Boston, MA
Wayfair Inc.
Shop Wayfair for A Zillion Things Home across all styles and budgets. 5,000 brands of furniture, lighting, cookware, and more. Free Shipping on most items.Wayfair believes everyone should live in a home they love. Through technology and innovation, Wayfair makes it possible for shoppers to quickly and easily find what they want from a selection of more than 18 million items across home furnishings, decor, home improvement, housewares, and more. Committed to delighting its customers every step of the way, Wayfair is reinventing the way people shop for their homes – from product discovery to final delivery.
We are hiring a Principal Software Engineer to work with leadership on technical vision and own the architecture on two of the largest platforms at Wayfair.
Customer Intelligence builds the software platform that serves the largest event streaming database solution within Wayfair, often known as Scribe. It is leveraged by many teams across Wayfair and powers activities such as Search, Recommendations, Personalization, Notifications, Machine Learning models, etc. This stack leverages technologies including Java, GCP, Kubernetes, Python, Bigquery, etc., and tracks many interactions that our customers have across our platforms.
ML Platforms is the organization that builds the software platforms that serve our Data Scientists across Wayfair. These platforms help build and train ML models, as well as drive automation features across the platform to data Scientists to help them get insights from the ML models they build.
You will shape the technical roadmap for how Scribe and ML adopt more native cloud services (GCP and/or SaaS) and evolve software that differentiates Wayfair.
What do we mean by “large”? More than 10TB of active streaming data and well over 1B transactions weekly on Scribe.
What You'll Need:
- Extensive experience across a range of related technologies. GCP, K8S, VertexAI for ML, Bigquery, PubSub are all used within our platforms.
- Depth in Java and Python coding. While you will not be delivering production code on a regular basis, you will need to be able to troubleshoot deep coding issues, side by side with a less experienced engineer when they are stuck.
- Hands-on experience driving platform transformations within high-growth environments at scale.
- Experience or strong understanding of how ML models should be trained, built, deployed, and served.
- Experience with big data technologies.
- Superior organizational and analytical skills with hypothesis-driven problem solving and turning data into actionable insights.
- Ability to collaborate and influence at all levels across business and technology .
- Bachelor's degree or equivalent practical experience.
This role may be fully remote in any of the US-based locations in which we can hire, or in Toronto.
About Wayfair Inc.
Wayfair is one of the world’s largest online destinations for the home. Whether you work in our global headquarters in Boston or Berlin, or in our warehouses or offices throughout the world, we’re reinventing the way people shop for their homes. Through our commitment to industry-leading technology and creative problem-solving, we are confident that Wayfair will be home to the most rewarding work of your career. If you’re looking for rapid growth, constant learning, and dynamic challenges, then you’ll find that amazing career opportunities are knocking.
No matter who you are, Wayfair is a place you can call home. We’re a community of innovators, risk-takers, and trailblazers who celebrate our differences, and know that our unique perspectives make us stronger, smarter, and well-positioned for success. We value and rely on the collective voices of our employees, customers, community, and suppliers to help guide us as we build a better Wayfair – and world – for all. Every voice, every perspective matters. That’s why we’re proud to be an equal opportunity employer. We do not discriminate on the basis of race, color, ethnicity, ancestry, religion, sex, national origin, sexual orientation, age, citizenship status, marital status, disability, gender identity, gender expression, veteran status, or genetic information.
Tags: Big Data BigQuery GCP Kubernetes Machine Learning ML models Python Streaming
Perks/benefits: Career development
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