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ML & Data Science Engineer
ML & Data Science EngineerOmni Inclusive • Sunnyvale, CA, United States
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ML & Data Science Engineer

ML & Data Science Engineer

Omni Inclusive • Sunnyvale, CA, United States
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Primary Responsibilities :

  • Design machine learning systems to automate predictive models.
  • Develop ML algorithms to analyze historical data to make predictions.
  • Run tests, performing statistical analysis, and interpreting test results.
  • Develop and support data pipelines to extract, transform and load data into Google Data Center data warehouse.
  • Demonstrate ability and willingness to learn quickly and complete large volumes of work with high quality.
  • Demonstrate outstanding collaboration, interpersonal communication and written skills with the ability to work in a team environment.

Minimum qualifications :

  • Bachelor's degree in a quantitative discipline (e.g., Statistics, Computer Science, Math, Physics, Engineering), or equivalent practical experience.
  • 3+ years of experience in analytics or similar fields.
  • Experience with scripting languages (e.g. Python, Perl, etc.).
  • Experience manipulating data sets in SQL and using statistical software (e.g., R, SAS, MATLAB, Numpy / Pandas).
  • Experience in software engineering, including gathering data for analysis, performing data filtering and preparation, and running tests at scale.
  • Preferred qualifications :

  • Master's degree in a quantitative discipline.
  • Experience in machine learning (e.g., supervised learning, clustering).
  • Experience designing data models or table schema.
  • Experience writing and maintaining extract, transform, and load scripts which operate on a variety of structured and unstructured sources.
  • Knowledge of statistics (e.g., probability theory, hypothesis testing, regressions), and experimentation theory
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    Data Science Engineer • Sunnyvale, CA, United States

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