Senior Cloud Machine Learning Engineer

3 days ago


bhavnagar, India beBeeMachineLearning Full time

Prior to this role, you should have had ~2+ years of experience working with machine learning operations & data science.Responsibilities:We are seeking a skilled professional to deploy, monitor, and scale machine learning models on cloud platforms such as AWS or GCP.You will build and maintain continuous integration/continuous deployment pipelines for machine learning workflows using industry-standard tools like GitHub Actions or Jenkins.Containerization and orchestration of workloads with Docker & Kubernetes is essential, as is the management of infrastructure via Terraform/CloudFormation.Implementing model registries, feature stores, and observability using MLflow, Feast, Prometheus/Grafana is also crucial.You will collaborate with data scientists to operationalize machine learning models for personalization, recommendations, natural language processing.A strong foundation in Python, machine learning frameworks (Scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL) is necessary.Bonus skills include experience with real-time machine learning serving, A/B testing, or media/recommender systems.Nice-to-have qualifications include experience with subscription, media, or recommender systems.A solid understanding of experiment design & causal inference is beneficial.Exposure to real-time machine learning serving technologies such as KFServing, Seldon, Ray Serve is advantageous.An academic background of Btech /Mtech is required.



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