AI Data Scientist

4 days ago

Pune, Maharashtra, India beBeeMachineLearning Full time

We are seeking a seasoned data scientist to develop cutting-edge analytics models using advanced statistical and machine learning techniques.

Key Responsibilities:
  • Analyse business requirements and design suitable analytics solutions leveraging statistical and machine learning algorithms.
  • Develop machine learning algorithms to drive personalized customer experiences and provide actionable business insights.
  • Apply expertise in data mining and machine learning techniques, including forecasting, prediction, segmentation, recommendation, and fraud detection.
Data Engineering and Preparation:
  • Enhance company data by integrating third-party data sources to enrich analytics capabilities.
  • Improve data collection procedures to include necessary information for building robust analytics systems.
  • Prepare raw data for analysis, including cleaning, imputing missing values, and standardizing data formats using Python data frameworks (e.g., Pandas, NumPy).
Machine Learning Model Implementation:
  • Implement machine learning models considering both performance and scalability using tools like PySpark in Databricks.
  • Design and build infrastructure to facilitate large-scale data analytics and experimentation.
  • Work with tools like Jupyter Notebooks for data exploration and model development.

Educational Background: Bachelor's or Master's degree in Computer Science, Mathematics, Physics, or related fields. A PhD is preferred but not necessary.

Technical Skills:

  • Strong experience with Python-based machine learning libraries (e.g., scikit-learn, TensorFlow, PyTorch).
  • Proficiency in using analytics platforms like Databricks for large-scale data processing.
  • At least 4 years of continuous experience with Spark, particularly PySpark implementation.
  • Hands-on experience with data processing and analysis tools such as Pandas, NumPy, and Jupyter Notebooks.

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