Data Driven Machine Learning Expert

2 weeks ago


india beBeeMachineLearning Full time

Senior Machine Learning Operations EngineerPrior to joining this role, you should have approximately 2+ years of experience working with Machine Learning Operations and Data Science.Deploying, monitoring, and scaling machine learning models on cloud platforms.Building and maintaining continuous integration and continuous deployment pipelines for machine learning workflows using DevOps tools.Containerizing and orchestrating workloads with containerization tools, while managing infrastructure via IaC tools.Implementing model registries, feature stores, and observability using data engineering tools.Collaborating with data scientists to operationalize machine learning models for personalization, recommendations, and natural language processing.We are seeking an individual proficient in Python, machine learning frameworks (scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL). Bonus points if you have experience with real-time machine learning serving, A/B testing, or media/recommender systems. Additional qualifications include a Bachelor's or Master's degree in a relevant field. Skill RequirementsWe require expertise in the following areas:Machine learning frameworks (scikit-learn, TensorFlow, PyTorch)Data pipelines (Airflow, Spark, SQL)Cloud platforms (AWS, GCP)DevOps tools (GitHub Actions, Jenkins)IaC tools (Terraform, CloudFormation)Bonus points for experience with:Real-time machine learning servingA/B testingMedia/recommender systems



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