Senior Data Scientist

תיאור התפקיד

Responsibilities:

  • Lead the field of statistical analysis and data science in the Research group
  • Help design data structure, data pipelines, algorithms training and deployment into production
  • Conduct explorations, read relevant papers for solving complex problems effectively
  • Conduct hands-on research, write code up to a working PoC

דרישות התפקיד

  • At least two years of relevant experience as a data science, with proven experience in statistics and computer vision deep learning or equivalent.
  • A delivery guided person, with the ability to define and monitor key metrics, understand changes in key metrics and identify new levers to help move them.
  • Partner with Product and Engineering teams to build experiences that will support piracy detection and classification to augment existing intelligence
  • Apply your expertise in quantitative analysis, data mining, and the presentation of data to see beyond the numbers and understand the scope of the problem and how to solve it.
  • Ability to analyze data from various sources with different margin of errors, calculate distributions, predicting trends.
  • Extensive knowledge in SQL and python data libraries such as Pandas, Numpy, Sklearn else.
  • knowledge in linear regression, clustering, categorization and other machine learning algorithms.
  • Experience in data visualization techniques matplotlib, plotly or equivalent
  • Creativity, innovation and self-motivation
  • Excellent team player
  • Highly organized and pays high attention to details
  • Knowledge in networking protocols, such as DNS, HTTP
  • Prior experience in deploying Machine Learning algorithms into production
  • Prior experience in Deep Learning algorithms
  • Experience in working with Linux environments
  • A degree in data science, computer science or equivalent field

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