BayRockLabs - AI/ML Engineer - ETL/Python

2 weeks ago

Greater Kolkata Area, India BayRock Labs Full time ₹ 15,00,000 - ₹ 25,00,000 per year

Description
Role Overview : Build, train, and deploy machine learning models for predictive analytics and data-driven decision making.

Implement end-to-end ML pipelines from data preparation to production deployment.

Key Responsibilities

  • Develop and train ML models for classification, regression, forecasting, and anomaly detection.
  • Perform feature engineering, data preprocessing, and exploratory data analysis.
  • Implement model training pipelines with hyperparameter optimization
  • Deploy models to production and integrate with application services
  • Monitor model performance, detect drift, and trigger retraining
  • Collaborate with data engineers on feature store and data pipeline design
  • Conduct A/B testing and model performance evaluation
  • Document model architectures, experiments, and deployment Skills Learning :
  • Strong foundation in supervised and unsupervised learning algorithms
  • Time-series forecasting and anomaly detection techniques
  • Classification, regression, clustering, and ensemble methods
  • Feature engineering and feature selection strategies
  • Model evaluation metrics and validation techniques
  • Handling imbalanced datasets and data quality & Mathematical :
  • Statistics, probability, and linear algebra
  • Hypothesis testing and statistical inference
  • Optimization algorithms and gradient descent
  • Understanding of model bias, variance, and Processing :
  • Data cleaning, transformation, and normalization
  • Exploratory Data Analysis (EDA) and data visualization
  • Working with structured and unstructured data
  • ETL/ELT pipeline integration.

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