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Data Scientist

Company: Volt
Location: Irvine
Posted on: November 19, 2021

Job Description:

Volt has partnered with a leading company in Irvine to help identify a Data Scientist for immediate hire. This position requires the ability to work onsite so local candidates in Orange County, CA only please. In this role you would be responsible for:Data Wrangling and Analysis:

  • Assess the accuracy of new data sources
  • Understand the relationship between the data and the business process
  • Preprocess structured and unstructured data
  • Analyze large amounts of data to discover trends and patterns
  • Build prediction and classification models
  • Coordinate with different functional teams for feature engineeringAssess, Visualize and Improve Analysis:
    • Test and continuously improve the accuracy of statistical and machine learning models
    • Present information using Python and/or dashboards
    • Simplify and explain complex stats in an intuitive manner
    • Continuously monitor and validate production analysis resultsCollaborate with IT Team to deploy analysis results:
      • Build REST APIs for data and analysis result consumption
      • Assist the IT system developers to deploy analysis as a serviceClear Documentation, VCS, and Reproducible Analysis:
        • Use git within Gitlab
        • Create conda, venv, etc to isolate project dependencies and requirements
        • Track model performance and hyperparameter configurations with mlflow
        • Track data versioning with dvcRequirements:
          • Bachelors degree required, Masters degree preferred
          • Certificate or education in data analysis
          • Experience querying databases and using statistical computer languages (SQL, Python)
          • Experience using Hadoop echo system (Hadoop, Hive, Impala and Spark etc.)
          • Experience with Dask; dask-ml and dask.DataFrames
          • Experience using statistics, machine learning and deep learning algorithms
          • Experience visualizing data using visualization tools (Power BI, MicroStrategy, Tableau etc.)This is a temporary role starting ASAP. Pay is between $35-38.50/hr. Hours are M-F from 8am - 5pm. Local candidates will only be considered for this role ***To apply, submit resume today. Additional questions, please call 949-338-6152.

Keywords: Volt, Irvine , Data Scientist, Other , Irvine, California

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