MLOps Developer

1 week ago


Sahibzada Ajit Singh Nagar, India Orbion Infotech Full time

Responsibilities :- Determine and develop user requirements for ML systems in production to ensure maximum usability and performance.- Design and implement CI/CD pipelines for ML model training, testing, and deployment.- Collaborate with data scientists, ML engineers, and software developers to operationalize ML models.- Automate and optimize workflows for data preprocessing, feature engineering, and model serving.- Monitor ML models in production for performance, drift, and reliability, implementing retraining strategies as needed.- Ensure compliance with data governance, security, and regulatory standards.- Document workflows, processes, and system architecture to ensure transparency and :- Bachelors or Masters degree in Computer Science, Data Science, or related field.- 3-7 years of experience in MLOps, Machine Learning Engineering, or DevOps for AI systems.- Strong knowledge of cloud platforms (AWS, Azure, or GCP) and containerization tools like Hands-on experience with ML frameworks (TensorFlow, PyTorch, Scikit-learn) and orchestration tools (Airflow, Kubeflow, MLflow).- Proficiency in scripting and programming (Python, Shell, or similar).- Excellent communication skills and ability to collaborate across multidisciplinary teams.- Strong problem-solving, analytical, and critical thinking abilities. (ref:hirist.tech)


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