Data Science

Found in: beBee jobs US - 2 weeks ago

Woodbridge, Virginia, United States Allied Full time

Responsibilities Gather data for the Use Case from Security Operation Center (SOC) Research on the subject to come up with a model Select the algorithm for the model Implement the model in Python Train the model and validate with SOC Document the work.

Maintain the model after releasing it to production.

Requirement Knowledge of Core Python Proficiency in Machine learning algorithms (SVM Decision Trees PCA Clustering etc.) Knowledge of Deep Learning Algorithms (CNN RNN LSTM etc.) Major ML frameworks TensorFlow PyTorch Keras Scikit-Learn Strong analytical thinking Designs scalable processes to collect manipulate present and analyze large datasets in a production-ready environment Strong written and oral skills (in English) Demonstrated participation on platforms like Kaggle is a plus Prefer great appreciation or expertise in Security products such as Endpoint detection protection and response Managed Detection and response etc Experience in Anomaly Detection is a plus.

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