Machine Learning Infrastructure Engineer

17 hours ago


visakhapatnam, India beBeeMachineLearningInfrastructure Full time

Job Title: Machine Learning Infrastructure EngineerWe are seeking an experienced Machine Learning Infrastructure Engineer to join our team. This role requires a strong background in deploying, monitoring, and scaling machine learning models on cloud platforms.The ideal candidate will have over 2 years of experience working with machine learning operations and data science. They should be proficient in building and maintaining continuous integration and continuous deployment pipelines using GitHub Actions or Jenkins.Key responsibilities include containerization and orchestration of workloads using Docker and Kubernetes, as well as infrastructure management via Terraform or CloudFormation.Implementing model registries, feature stores, and observability using MLflow, Feast, Prometheus, or Grafana is another critical task.Collaboration with data scientists to operationalize machine learning models for applications such as personalization, recommendations, and natural language processing is expected.Required skills include proficiency in Python, machine learning frameworks like Scikit-learn, TensorFlow, or PyTorch, and data pipelines like Airflow, Spark, or SQL.Bonus points are given for experience with real-time machine learning serving, A/B testing, or media/recommender systems.A nice-to-have qualification includes experience with subscription, media, or recommender systems, knowledge of experiment design and causal inference, or exposure to real-time machine learning serving.



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