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Data Scientist (w/ Databricks)

Company: Deloitte
Location: San Diego
Posted on: June 25, 2022

Job Description:

The Team

AI & Data Engineering

In this age of disruption, organizations need to navigate the future with confidence, embracing decision making with clear, data-driven choices that deliver enterprise value in a dynamic business environment.

The AI & Data Engineering (AI&DE) team leverages the power of data, analytics, robotics, science and cognitive technologies to uncover hidden relationships from vast troves of data, generate insights, and inform decision-making. Together with the Strategy practice, our Strategy & Analytics portfolio helps clients transform their business by architecting organizational intelligence programs and differentiated strategies to win in their chosen markets.

AI&DE will work with our clients to:

  • Implement large-scale data ecosystems including data management, governance and the integration of structured and unstructured data to generate insights leveraging cloud-based platforms
  • Leverage automation, cognitive and science-based techniques to manage data, predict scenarios and prescribe actions
  • Drive operational efficiency by maintaining their data ecosystems, sourcing analytics expertise and providing As-a-Service offerings for continuous insights and improvements
    Qualifications

    Required:
    • 3+ years of relevant analytics consulting or industry experience
    • 1+ years experience with Databricks, to include Delta Lake and MLflow.
    • At least 2 years of experience working with quantitative modeling (design, development, and implementation) using 3+ types of algorithm (e.g., Decision Trees, Naive Bayes Classification, Ordinary Least Squares Regression, Logistic Regression, Support Vector Machines, Ensemble Methods, Clustering Algorithms, Principal Component Analysis, Singular Value Decomposition, Independent Component Analysis)
    • 2+ years of experience using statistical computer languages (Python, SQL, R, SAS, etc.) to prepare data for analysis, visualize data as part of exploratory analysis, generate features, and other similar data science driven data handling
    • 2+ years of experience leading workstreams or small teams
    • Demonstrated expertise with one full life cycle analytics engagement across strategy, design, and implementation
    • Bachelor's Degree or equivalent professional experience
    • Ability to travel up to 50% on average, based on the work you do and the clients and industries/sectors you serve
    • Limited immigration sponsorship may be available
      Preferred:
      • Experience with other open source projects highly preferred
      • Experience architecting, designing, developing and deploying enterprise solutions which include components across the Artificial Intelligence spectrum such as NLP, Chatbots, Virtual Assistants, Computer Vision, and Cognitive Services
      • Expertise in Python machine and deep learning frameworks and libraries, e.g. PyTorch, Keras, Tensorflow, Scikit-learn, Numpy, SciPy
      • Experience designing and implementing Apache Open Source (Kafka, Storm, Spark) frameworks to process end to end data management life cycle
      • Experience with Cloud services and ML tools e.g. (AWS, GCP, Azure)
      • Familiarity with Scala, Java, C++, or other similar technological support languages
      • Javascript experience at User Interface (UI) level
      • Ability to work independently and manage multiple task assignments
      • Strong oral and written communication skills, including presentation skills (MS Visio, MS PowerPoint)
      • Strong problem solving and troubleshooting skills with the ability to exercise mature judgement
      • An advanced degree in the area of specialization
        AI&DE23

        DBRICKS2022

Keywords: Deloitte, San Diego , Data Scientist (w/ Databricks), Other , San Diego, California

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