Machine Learning Model Deployment Expert

2 days ago


hubballi, India beBeeMachine Full time

ML Operations SpecialistOperationalizing machine learning models is crucial for delivering tangible business outcomes. This role involves leveraging cloud platforms like AWS or GCP to deploy, monitor, and scale ML models effectively.Key Responsibilities:Deploy and integrate ML models into production environmentsMonitor model performance and make necessary adjustmentsCollaborate with data scientists to develop and operationalize ML workflowsDesign and implement robust CI/CD pipelines using GitHub Actions or JenkinsTo succeed in this role, you'll need strong technical skills, including proficiency in Python, ML frameworks (Scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL). Experience with containerization tools like Docker and Kubernetes, as well as infrastructure management via Terraform or CloudFormation, is also highly valued.Requirements:Education: Bachelor's or Master's degree in Computer Science, Data Science, or related field requiredSkills: Strong understanding of machine learning concepts, experience with cloud platforms, and proficiency in programming languagesExperience: Bonus points for real-time ML serving, A/B testing, media/recommender systems expertise



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