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Machine Learning Engineer
JOB_REQUIREMENTS
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Experience: 4+ years
Develop, implement, and optimize time series forecasting models . -
Build and maintain
end-to-end ML pipelines
for data ingestion, preprocessing, model training, and deployment.
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Apply
machine learning algorithms
(regression, classification, ensemble methods, boosting, etc.) to business use cases.
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Design and train
deep learning architectures
(LSTM, GRU, CNNs, Transformers) for sequential and structured data.
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Perform
feature engineering, hyperparameter tuning, and model evaluation
.
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Collaborate with data engineers to ensure
data quality, scalability, and efficient model deployment
.
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Deploy models to
production environments
.
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Familiarity with
MLOps best practices
(versioning, monitoring, CI/CD for ML).
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Monitor, retrain, and maintain models for
continuous improvement and drift detection
.
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Document processes, models, and findings to ensure
knowledge sharing and reproducibility
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