Staff Machine Learning Engineer
Tasks
- Architect end-to-end machine learning solutions
- Collaborate with product managers and scientists on requirements
- Conduct code reviews and mentor engineers
- Coordinate cross team machine learning initiatives
- Create workflows to deliver high quality solutions
- Integrate models into business applications
- Lead design development and deployment of machine learning models
- Manage multiple machine learning projects
- Optimize machine learning performance scalability and reliability
- Own and deploy machine learning models
- Represent science team in operations meetings
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Azure | BERT | BM25 | Collaborative Filtering | Content-Based Filtering | Content-based | Databricks | DeBERTa | Entity recognition | Fine Tuning | Git | Hugging Face | Hybrid recommendation | Learning-to-Rank | LoRA | MLflow | Named Entity Recognition | Ontology | PEFT | Pandas | PyTorch | Python | Re-ranking | Recommendation Systems | RoBERTa | Scikit-learn | TensorFlow | Transformer Models | Two-Tower | Two-Tower architecture | Vector Search | XGBoost
Education
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