BayRockLabs - AI/ML Engineer - ETL/Python

3 days ago


kolkata, India BayRock Labs Full time

DescriptionRole 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 ResponsibilitiesDevelop 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 optimizationDeploy models to production and integrate with application servicesMonitor model performance, detect drift, and trigger retrainingCollaborate with data engineers on feature store and data pipeline designConduct A/B testing and model performance evaluationDocument model architectures, experiments, and deployment Skills Learning :Strong foundation in supervised and unsupervised learning algorithmsTime-series forecasting and anomaly detection techniquesClassification, regression, clustering, and ensemble methodsFeature engineering and feature selection strategiesModel evaluation metrics and validation techniquesHandling imbalanced datasets and data quality & Mathematical :Statistics, probability, and linear algebraHypothesis testing and statistical inferenceOptimization algorithms and gradient descentUnderstanding of model bias, variance, and Processing :Data cleaning, transformation, and normalizationExploratory Data Analysis (EDA) and data visualizationWorking with structured and unstructured dataETL/ELT pipeline integration.)



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