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aws sql python pytorch genai📋 Description
- Design, develop, and enhance ML/AI models powering search and recommendations.
- Process historical data, queries, catalogs, and images to extract features.
- Explore cutting-edge ML techniques (deep learning) and run quick POCs.
- Collaborate with data engineers and senior data scientists to scale ML components to production.
- Stay current with state-of-the-art ML by reading papers and attending conferences.
- Own design/implementation of AI/GenAI components for search, recommendations, and personalization.
🎯 Requirements
- BS/MS in CS or related; strong math; Python proficiency.
- 8+ years ML/analytical algorithm experience in corporate/startup.
- Strong GenAI/LLMs knowledge; GenAI stack valued.
- ML/NLP tech: classification, IR, clustering, knowledge graph, semi-supervised, ranking.
- Excellent SQL-based EDA with Redshift/BigQuery.
- Deep learning stack (PyTorch/TensorFlow/Keras) and transformers; cloud (AWS/GCP/Azure).
🎁 Benefits
- Flexible hours; virtual-first culture with Bloomreach hubs.
- 5 paid volunteer days off per year.
- Extended parental leave up to 26 weeks.
- Equity grants (RSUs/stock options) based on role/location.
- Company performance bonus eligibility.
- $1,500 annual education budget.
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