ML Engineer

4 hours ago


Remote, India hype advertisement Full time ₹ 7,20,000 - ₹ 25,47,610 per year

Here's a crisp expansion of the skillset and technologies that complement an ML engineer specializing in classic ML, classification, and clustering:

  • Core ML Techniques: Regression (linear, logistic), dimensionality reduction (PCA, LDA), ensemble methods (Random Forest, Gradient Boosting), and model evaluation (ROC-AUC, precision/recall, confusion matrix).
  • Data Handling & Preprocessing: Feature engineering, scaling/normalization, handling imbalanced datasets (SMOTE, class weighting), and exploratory data analysis with NumPy, Pandas, Scikit-learn.
  • Tech Stack & Tools: Python (primary), Jupyter/VS Code, Scikit-learn, XGBoost, LightGBM, SQL for structured data, plus visualization libraries like Matplotlib, Seaborn, Plotly.
  • Deployment & Workflow: Model packaging with MLflow/DVC, containerization via Docker, CI/CD pipelines, and cloud platforms (AWS Sagemaker, GCP Vertex AI, Azure ML) for scalable training and inference.

Job Type: Full-time

Pay: ₹600, ₹2,547,610.22 per year

Work Location: Remote


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