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Overview
We are looking for a Data Scientist with 3+ years of experience in Data Science and Machine Learning, proficient in Python, SQL, and PySpark.
Requirements
- •3+ years of experience in Data Science / Machine Learning.
- •Deep knowledge of Python, SQL, and PySpark.
- •Development of ETL processes for big data (reading, transformation, aggregation, writing).
- •Optimization of Spark queries (partitioning, caching, working with broadcast variables).
- •Knowledge of major ML frameworks (Scikit-learn, TensorFlow/PyTorch).
- •Experience with data: processing, analysis, feature engineering.
- •Experience in production development (not just research).
- •Understanding of business processes, not just in Jupyter Notebook.
- •Ability to run ML models in PySpark: using Spark MLlib for distributed learning, working with PySpark Pandas UDFs for efficient application of ML models to big data.
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