Predictive Model Developer

5 days ago

Mysore, Karnataka, India beBeeData Full time ₹ 15,00,000 - ₹ 25,00,000
Job Opportunity

We are seeking a skilled Machine Learning Engineer to lead the development and deployment of predictive models using machine learning techniques.

Key Responsibilities:
  • Design, develop, and deploy machine learning models into production using best practices.
  • Collaborate with data engineers and business stakeholders to define data requirements and success metrics.
  • Build automated pipelines for model training, testing, monitoring, and retraining.
  • Optimize model performance and ensure scalability and reliability.
  • Monitor model drift, performance degradation, and ensure continuous improvement.
Required Skills and Qualifications:
  • Strong proficiency in Python (Pandas, NumPy, Scikit-learn, PyTorch/TensorFlow).
  • Experience with ML Ops tools/frameworks (MLflow, Kubeflow, Airflow, SageMaker, Vertex AI, or Azure ML).
  • Good understanding of data engineering concepts (ETL, data pipelines, APIs).
  • Hands-on with containerization and orchestration (Docker, Kubernetes).
  • Knowledge of cloud platforms (AWS, GCP, or Azure) for ML model deployment.
  • Strong background in statistics, machine learning algorithms, and model evaluation techniques.
  • Bachelor's/Master's degree in Computer Science, Data Science, Statistics, or related field.
  • Experience in handling large-scale data pipelines and real-time model serving.
  • Exposure to feature stores and automated model monitoring.

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