Senior Machine Learning Model Developer

2 days ago

Pune, Maharashtra, India beBeeMachineLearning Full time ₹ 15,00,000 - ₹ 20,00,000
Job Summary:

We are seeking a seasoned Machine Learning Engineer to join our team. In this role, you will be responsible for designing and developing cutting-edge Machine Learning models that drive business value.

Key Responsibilities:
  • Conduct feature engineering, data analysis, and exploration to extract valuable insights and drive data-driven decision making.
  • Develop and optimize Machine Learning models using Python, TensorFlow, and Scikit-learn to achieve high accuracy and performance in real-world scenarios.
  • Design and implement Deep Learning models, including Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), and Reinforcement Learning techniques.
  • Collaborate with cross-functional teams to align ML solutions with business goals and objectives.
  • Deploy models in production environments and ensure continuous monitoring, improvement, and updates based on feedback.
  • Utilize fundamental statistical knowledge and mathematical principles to ensure the reliability of models and improve their generalizability.
Requirements:
  • 4-5 years of hands-on experience in Machine Learning and Deep Learning.
  • Strong expertise in feature engineering, data exploration, and preprocessing.
  • Experience with imbalanced datasets and techniques to improve model generalization.
  • Proficiency in Python, TensorFlow, Scikit-learn, and other popular ML frameworks.
  • Strong mathematical and statistical knowledge with problem-solving skills.
Preferred Qualifications:
  • Experience with Big Data technologies such as Hadoop and Spark.
  • Familiarity with containerization and orchestration tools such as Docker and Kubernetes.
  • Experience in automating ML pipelines with MLOps practices.
  • Experience in model deployment using cloud platforms or MLOps tools.

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