Staff Software Engineer - ML Platform
About The Opportunity
We're all about connecting hungry diners with our network of over 300,000 restaurants nationwide. Innovative technology, user-friendly platforms and streamlined delivery capabilities set us apart and make us an industry leader in the world of online food ordering. When you join our team, you become part of a community that works together to innovate, solve problems, grow, work hard and have a ton of fun in the process!
More About the Role
GrubHub is looking for ML Engineers to join our Machine Learning Platform team. You will work with our Platform engineers to empower data science teams throughout the organization by building ML pipeline services and infrastructure. You will partner with the infrastructure and data engineering teams and data science teams working on multiple modeling solutions including NLP classification, time series forecasting, and personalization/ recommendation. The goals of the ML Platform team are to reduce the time and effort needed for model development , deployment, and maintenance .
The Impact You Will Make
- Design and implement a production-facing Machine Learning Microservices platform.
- Contribute to roadmap and architectural decisions for the future of ML platforms
- Advocate for ML platform to other engineering, data science leaders across the company
- Take ownership of automating ML pipeline components, including model observability and feature store services from creation to deliverable
What You Bring to the Table
- 5+ years of software engineering experience focusing on tools for machine learning infrastructure, including proficiency with both Python and Java (or other JVM languages)
- Experience productionalizing ML models with best practices across deployment, tooling and observability.
- Understand ML ops pain points from development to production deployment
- Work with engineering leaders across organizations and partner with them to create solutions to complex technical ML problems.
- Provide technical mentorship, guidance and quality-focused code review to Machine Learning and Data Science teams
- Hands-on experience with platform tools such as AWS EMR and Sagemaker, Databricks MLflow, or H2O and Tensorflow/ TF Serve. Working knowledge of modern distributed data pipeline tools such as Spark, Kafka stream.
And Of Course, Perks!
- Flexible PTO / PTO . Grubhub employees enjoy a generous amount of time to recharge.
- Health and Wellness. Excellent medical, dental and vision benefits, 401k matching, employee network groups and paid parental leave are just a few of our programs to support your overall well-being.
- Compensation. You'll receive a great compensation package with eligibility for generous incentives, bonuses, commission, or RSUs (role-specific).
- Free Meals . Our employees get a weekly Grubhub credit to enjoy and support local restaurants.
- Social Impact. We believe in giving back through programs like the Grubhub Community Relief Fund, and provide our employees opportunities to support causes that are important to them.
Vaccination Requirement: Grubhub employees are required to be fully vaccinated. You must confirm vaccination status at time of hire, and must provide proof of full-Covid-19 vaccination within 2 weeks of starting employment. Fully vaccinated is defined as: "2 weeks have passed since your second dose in a 2-dose series, such as the Pfizer or Moderna vaccines, or 2 weeks after a single-dose vaccine, such as Johnson & Johnson's vaccine.
Grubhub is an equal opportunity employer. We welcome diversity and encourage a workplace that is just as diverse as the customers we serve. We evaluate qualified applicants without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other legally protected characteristics. If you're applying for a job in the U.S. and need an accommodation for any part of the employment process, please send an email to [email protected] and let us know the nature of your request and contact information.
CA Privacy Notice: If you are a resident of the State of California and would like a copy of our CA privacy notice, please email [email protected].