Machine Learning Deployment Specialist

5 days ago


Malappuram, India beBeeMachineLearning Full time

Job Title: Machine Learning Deployment SpecialistPrior to this role, you'll have had at least two years of experience working with machine learning operations and data science.We are seeking a highly skilled professional to deploy, monitor, and scale machine learning models on cloud platforms like AWS or GCP. Responsibilities include building and maintaining continuous integration and continuous deployment pipelines for machine learning workflows using GitHub Actions/Jenkins/cloud-native tools, containerizing and orchestrating workloads with Docker/Kubernetes, managing infrastructure via Terraform/CloudFormation, implementing model registries, feature stores, and observability using MLflow/Feast/Prometheus/Grafana. Additionally, the candidate will collaborate with data scientists to operationalize machine learning models for personalization, recommendations, and natural language processing. Proficient in Python, machine learning frameworks (Scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL). Bonus skills:Nice-to-Have: Experience with subscription, media, or recommender systems. Knowledge of experiment design and causal inference. Exposure to real-time machine learning serving (KFServing, Seldon, Ray Serve).Bonus requirements:Hands-on experience with cloud-based machine learning platformsFamiliarity with DevOps practices and toolsStrong understanding of software development principles and best practices



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