Machine Learning Engineer

4 weeks ago


Noida, India CoreLogic Full time

Description :Job Summary :You will be responsible for leveraging large datasets to build, train, and deploy machine learning models that drive key business decisions and product features.The ideal candidate has a strong statistical background and practical experience with MLOps.Key Responsibilities :- Model Development: Design, build, and evaluate predictive and prescriptive models (e.g., classification, regression, clustering) using Python and libraries like Scikit-learn and TensorFlow/PyTorch.- Data Engineering: Collaborate with Data Engineers to clean, transform, and manage data from various sources using SQL and distributed processing frameworks like Spark.- Deployment: Implement and maintain ML pipelines in a production environment using MLFlow or other MLOps tools.- Analysis & Insights: Perform ad-hoc analysis and data visualization to communicate findings and recommendations to non-technical stakeholders.Required Technical Skills :- Programming: High proficiency in Python (Pandas, NumPy, Scikit-learn).- ML Frameworks: Deep expertise in TensorFlow or PyTorch.- Data & Tools: Strong SQL skills.- Experience with Spark (PySpark) and cloud data platforms (AWS Sagemaker, Azure ML, GCP AI Platform).- Statistical Methods: Solid understanding of statistical modeling, experimental design, and A/B testing.- Version Control: Git, MLOps practices (ref:hirist.tech)



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