Data Scientist

3 weeks ago

Basking Ridge, United States Cat America Full time
Job DescriptionJob Description
  • Bachelor's or advanced degree in computer science, applied math, statistics or other relevant quantitative discipline, or equivalent industry experience
  • 14 or more years of relevant work experience with 6 or more years as a data scientist, analyst, or statistical modeler.
  • 2 years of experience in developing and deploying products using Docker, Kubernetes, and the containerization technology stack
  • 3 years of experience in development of advanced machine learning and deep learning models such as RNN, LSTM, and specifically Graph Neural Networks(GNN)
  • 3 years of experience in modern data mining and data science techniques (e.g., regressions, decision trees, ensemble algorithms, neural networks, time series analytics, clustering, anomaly detection, text analytics, etc.)
  • Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, etc.
  • Experience with Big Data and analytics in general leveraging technologies like Hadoop, Spark, and MapReduce
  • Experience in using NLP, BI, Graph Databases like Neo4j/OrientDB/Neptune
  • Programming in Python and R using distributed frameworks like PySpark, Spark, SparkR
  • Candidate with background in telecom preferred, is a plus

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