Data Scientist V

4 weeks ago


San Jose, United States AVA Consulting Full time
Job Description
Day to Day Responsibilities of this Position and Description of Project:
Required Skill Sets:
  • Experience with scientific computing language and big data knowledge, including Python, SQL, Hive, Hadoop, Spark etc.
  • Experience with common machine learning algorithms (SVM, KNN, logistic regression, random forest, XGBoost, Neural Networks, etc.)
  • Develop and maintain Client/Stats models through the full model development lifespan: from data acquisition decisions through featurization, focusing labeling resources, model training, experimentation, productionalization, and monitoring.
  • Developed skills in the application of scientific methods to practical problems through exploratory data analysis, hypothesis testing and data visualization to reach robust conclusions.
  • Understanding of statistical probability distributions, bias, error and power as well as sampling and resampling methods.
  • Expertise in the manipulation, integration, processing and interrogation of large datasets. Maintain data quality and support data access.
  • Experience with source control tools such as GitHub and related CI/CD processes
  • bility to tackle ambiguous and undefined problems and thrive with minimal oversight and process.
  • bility to communicate and discuss complex topics with technical and non-technical audiences

Better to have or willing to learn:
  • Leverage data to inform strategic directions of safety signal development, aid in incident response, automate detection and enforcement, and provide intelligence on ecosystems.
  • Operationalize and evolve Threat Detections metrics that measure the impact of our targeted enforcement.
  • Feel comfortable with analyzing and telling stories of security, audit and network data, and understand the context of monitor systems and threat detection.
  • Disseminate intelligence gathered to other safety stakeholders and executive decision makers.


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