Machine Learning Engineer

6 days ago

Chennai, Tamil Nadu, India Hucon Solutions Full time

Key Responsibilities:

Machine Learning Development:

  • Design and implement ML models for predictive analytics, classification, regression, and clustering.
  • Perform feature engineering, model tuning, and validation using frameworks like scikit-learn, TensorFlow, or PyTorch.
  • Deploy ML models into production environments and monitor performance.

Data Engineering & Processing:

  • Build and optimize large-scale data pipelines using PySpark for distributed processing.
  • Handle structured and unstructured data from multiple sources.
  • Ensure data quality, consistency, and security across workflows.

Programming & Automation:

  • Develop reusable scripts and automation tools in Python for data ingestion, transformation, and ML workflows.
  • Implement best practices for code quality, testing, and version control (Git).

Collaboration & Integration:

  • Work closely with data scientists, analysts, and business teams to translate requirements into technical solutions.
  • Integrate ML models with APIs and applications for real-time predictions.

Required Skills:

  • Strong proficiency in Python and ML libraries (scikit-learn, TensorFlow, PyTorch).
  • Hands-on experience with PySpark for big data processing.
  • Solid understanding of ML concepts: supervised/unsupervised learning, model evaluation, hyperparameter tuning.
  • Knowledge of SQL/NoSQL databases and data warehousing.
  • Familiarity with cloud platforms (AWS, Azure, GCP) and MLOps practices.

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