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Machine Learning Engineer - Python / Tensorflow

Machine Learning Engineer - Python / Tensorflow

ConfidentialVadodara
30+ days ago
Job description

Key Responsibilities :

  • Conduct feature engineering, data analysis, and data exploration to extract valuable insights.
  • Develop and optimize Machine Learning models to achieve high accuracy and performance.
  • Design and implement Deep Learning models, including :
  • Artificial Neural Networks (ANN)
  • Convolutional Neural Networks (CNN)
  • Reinforcement Learning techniques
  • Handle real-time imbalanced datasets and apply appropriate techniques to improve model fairness and robustness.
  • Deploy models in production environments and ensure continuous monitoring, improvement, and updates based on feedback.
  • Collaborate with cross-functional teams to align ML solutions with business goals.
  • Utilize fundamental statistical knowledge and mathematical principles to ensure the reliability of models.
  • Bring in the latest advancements in ML and AI to drive innovation.

Requirements :

  • 4-5 years of hands-on experience in Machine Learning and Deep Learning.
  • Strong expertise in feature engineering, data exploration, and data preprocessing.
  • Experience with imbalanced datasets and techniques to improve model generalization.
  • Proficiency in Python, TensorFlow, Scikit-learn, and other ML frameworks.
  • Strong mathematical and statistical knowledge with problem-solving skills.
  • Ability to optimize models for high accuracy and performance in real-world scenarios.
  • Preferred Qualifications :

  • Experience with Big Data technologies (Hadoop, Spark, etc.).
  • Familiarity with containerization and orchestration tools (Docker, Kubernetes).
  • Experience in automating ML pipelines with MLOps practices.
  • Experience in model deployment using cloud platforms (AWS, GCP, Azure) or MLOps tools.
  • Skills Required

    Python, Tensorflow, Machine Learning, Aws, Gcp, Azure

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