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java aws python pytorch apache sparkπ Description
- Design, scale, and ship reward signals for recommendations.
- Lead cross-team work to test mid-term signals in rec systems.
- Promote ML system best practices: testing, evaluation, reliability.
π― Requirements
- Strong ML background: statistics, optimization; sequential models, transformers, LLMs.
- Production ML at scale in Java, Scala, or Python.
- Experience with PyTorch, Ray, HuggingFace.
- Distributed data processing: Apache Beam, Spark; Scio; cloud: GCP/AWS.
- Agile, data-driven development; reliability; disciplined experimentation.
π Benefits
- Equity included.
- Health insurance.
- Six months paid parental leave.
- 401(k) retirement plan.
- Monthly meal allowance.
- Paid time off: 23 days and 13 holidays.
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