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2 days ago
Production-Ready Machine Learning Models
A highly skilled AI/ML engineer is required to build and deploy production-ready machine learning models. The ideal candidate will have a solid understanding of machine learning algorithms, deep learning architectures, natural language processing (NLP), and information retrieval techniques.
Qualifications: • Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, Statistics, or a related field.
• 3-5 years of hands-on experience in AI/ML engineering and Python.
• Strong ability to prepare, clean, and process large datasets; build and maintain data pipelines.
• Excellent skills in developing and implementing machine learning models for various applications (classification, regression, clustering, recommendations, etc.).
• Ability to engineer features and optimize model performance through hyperparameter tuning and validation.
• Experience with MLOps principles and tools for model deployment, monitoring, and lifecycle management.
• Familiarity with MLOps frameworks like Kubeflow, MLFlow, DataRobot, Airflow, containerization (Docker, Kubernetes, OpenShift), and CI/CD pipelines.
Key Responsibilities:
• Stay updated on new tools and techniques in machine learning and AI.
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