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bigquery java docker python kubernetesπ Description
- Partner with Data Platform to exchange ML best practices
- Build scalable ML systems and platforms impacting millions
- Collaborate with Data Scientists, Applied Scientists, and Software Developers
- Develop horizontal solutions to scale ML models and processes
- Use OO design patterns to reduce technical debt and ensure high availability
- Participate in requirements, design, and code reviews
- Research and prototype new technologies to support rapid growth
- Interact cross-functionally with technical teams to identify platform improvements
π― Requirements
- Strong coding experience (Java, C#, Python)
- Experience gathering data from multiple sources with Spark, Hadoop, BigQuery, Athena
- Experience building ML infra with robust software practices
- Knowledge of design patterns, CI/CD, Git, unit/integration testing, schedulers, cloud (AWS Lambda, Google Functions)
- Exposure to all aspects of the SDLC
- Experience with messaging systems: Kafka, Pub/Sub, Kinesis, RabbitMQ
- Experience with Docker and Kubernetes
- High accuracy and attention to detail
- Excellent organization and multitasking
- 2+ years in applied ML or ML systems; 1+ year in ML engineering
- Bachelor's degree; Master's preferred
- Judgment and reasoning abilities; escalate issues as needed
- Microsoft Office Suite experience
- Google Workspace experience preferred
π Benefits
- Health, dental, vision, and basic life insurance
- 401(k) plan with company match
- Paid time off and paid sick leave
- Paid holidays throughout the year
- Restricted Stock Units and annual bonuses
- Benefits eligibility as defined in plan documents
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