Data Scientist - Santa Clara, California, United States
1 month ago
Job summary
We are seeking a talented and motivated Data Scientist to join our Machine Learning team. In this role, you will contribute to a wide range of data-driven projects, from exploratory data analysis to building and deploying machine learning models for a variety of Networking, Security and Language use-cases.Responsibilities
- Data Analysis and Visualization: Conduct exploratory data analysis (EDA) to understand data characteristics and identify patterns. Utilize data visualization techniques to communicate insights effectively. ,
- Data Preparation and Engineering: Ingest, clean, preprocess, and transform data to prepare it for analysis and modeling. Handle missing values outrliers inconsistencies Labeling datasets appropriately classification problems. ,
- Machine Learning: Build train evaluate machine learning models including traditional algorithms like CNNs XGBoost Transformers Various Graph ML algorithms Time Series modelling LLM etc. ,
- Model Deployment Collaborate with engineering teams deploy models into production ensuring scalability reliability You need be aware model quantization model evaluation deployment formats ONNX GGUF etc ,
Job description
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