Machine Learning Architect

5 days ago


India Caterpillar Full time

Our team is passionate about leveraging data to drive business decisions and create innovative solutions.

Job Description:

The ideal candidate will possess excellent skills in data analysis, machine learning, and programming. Key responsibilities include:

  • Design and implement data processing and machine learning frameworks.
  • Develop and implement advanced statistical models, machine learning algorithms, and AI techniques to solve complex business problems.
  • Perform data analysis, data cleaning, and feature engineering to prepare data for modeling.
  • Evaluate and select appropriate algorithms and models for specific use cases.

Requirements:

  • Bachelor's or Master's degree in a quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance, or other related degree.
  • Overall experience of 7+ years of professional experience.
  • 5+ years of proven experience as a Data scientist.
  • Recent 4+ years of experience with Python, SQL.
  • Top candidates will also have: MS degree in a quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance, or other related degree.
  • Proven experience in some of the following:
    • Compiling and standardizing diverse, non-sanitized datasets.
    • Working with structured and unstructured data.
    • Developing classification and regression models.
    • Unsupervised learning algorithms.
    • Experience integrating analytical models with existing data pipelines.


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