Grubhub is looking to solve problems related to experimentation, machine learning, and decision modeling to drive products such as delivery estimation, dispatch decisions, driver scheduling, etc.
Requirements
- Experience: 3+ years in software engineering with a focus on MLOps, Python, and cloud-based environments (AWS preferred).
- Technical Expertise: Proficiency in Python, containerization, orchestration tools, and experience with data versioning and model management tools.
- Additional experience in Java is a plus.
- Front-end experience with Flask or React is a plus.
- Experience or knowledge of training, deploying and monitoring ML models is a plus.
- Experience with distributed systems and microservices architecture is a plus.
Responsibilities
- Contribute to Development: Assist in the design and implementation of experimentation, MLOps and decision modeling pipelines that enable our data scientists to iterate on and deploy changes efficiently.
- System Monitoring & Observability: Help implement monitoring frameworks to maintain system observability and quickly address any issues, contributing to minimizing SEV incidents.
- Platform Support: Contribute to platform improvements by exploring tools and integrations that enhance the data science workflow and ensure smooth integration with the GrubHub platform.
- Promote Engineering Standards: Collaborate with data scientists to implement best practices in coding, testing, and version control, contributing to the overall quality and reliability of our codebase.
- Documentation and Data Lineage: Assist in establishing processes for better data lineage, documentation, and ownership across datasets, reducing inconsistencies and promoting team autonomy.
- Data Versioning & Model Management: Participate in the development of systems for data versioning, model management, and deployment strategies, ensuring models are manageable and easy to deploy.
Other
- As a matter of company policy, Grubhub does not sponsor applicants for employment visa status for this role.
- Strong communication skills, with the ability to work closely with data scientists, product managers, and other engineers.
- An emphasis on knowledge sharing and teamwork.
- Passion for staying up-to-date with the latest trends in MLOps, machine learning, and software engineering, with a drive to continuously improve and innovate
- Grubhub is an equal opportunity employer.
