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java python pytorch airflow kafkaπ Description
- Own production ML systems for real-time personalization and search at scale.
- Collaborate with Data Scientists and Engineers to productionize AI insights.
- Design and implement intelligent search (typeahead, vector search) with ML signals.
- Build multi-layer serving architectures for ML and GenAI/LLM models.
- Drive platform capabilities (CLI, SDK, Infra Automation) for ML deployment.
- Own CI/CD of data and ML systems with focus on scalability and reliability.
- Foster an inclusive culture and growth for ICs and managers.
π― Requirements
- 7+ years coding in Python, Java, etc.
- 4+ years designing scalable ML/search/LLM architectures.
- 2+ years implementing vector/semantic search with vector stores.
- 2+ years building platform components for ML dev/deploy.
- 1+ years driving technical direction across teams.
- 1+ years data/streaming tech (Spark, Flink, Kafka) and cloud (AWS/GCP/Azure).
π Benefits
- Health plans and paid time off.
- 401(k) with match and commuter benefits.
- Bonus and long-term incentives.
- PTO, holidays, sick time, and wellness programs.
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