Data Engineer with Expertise in Machine Learning

4 days ago


Islamabad, Islamabad, Pakistan Confiz Full time

At Confiz, we are looking for a talented Data Engineer to join our team. As a Senior Machine Learning Engineer, you will be responsible for developing and optimizing machine learning pipelines, performing exploratory data analysis (EDA), feature engineering, and building scalable data preparation modules.

Key Responsibilities
  • Conducting EDA to uncover insights and patterns in datasets
  • Applying statistical analysis and traditional machine learning techniques (regression, classification, clustering, etc.)
  • Developing and optimizing scalable data preparation and feature engineering pipelines
  • Working with Spark, PySpark, and Spark Delta to process large-scale datasets efficiently
  • Implementing and optimizing ML models for production use cases
  • Collaborating with data engineers and data scientists to integrate models into business applications
  • Tuning ML model performance using appropriate evaluation metrics and hyperparameter optimization
Requirements
  • Bachelors or equivalent degree in Computer Science, Information Technology, or related field
  • 2-4 years of experience in machine learning engineering, data science, or big data processing
  • Strong programming skills in Python or R for data analysis and ML development
  • Hands-on experience with Spark, PySpark, and Spark Delta for distributed data processing
  • Proficiency in traditional machine learning techniques and statistical analysis
  • Experience with data preprocessing, feature engineering, and model training


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