Cloud-Based Machine Learning Engineer

1 day ago

Varanasi, Uttar Pradesh, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Overview

Prior to this role, you have had experience working with Machine Learning Operations and Data Science for over two years.

We are seeking a skilled professional to help us deploy, monitor, and scale our Machine Learning models on cloud-based platforms such as AWS or GCP.

Key Responsibilities:

  • Develop and maintain Continuous Integration/Continuous Deployment pipelines for Machine Learning workflows using GitHub Actions or Jenkins.
  • Containerize and orchestrate workloads with Docker and Kubernetes; manage infrastructure via Terraform or CloudFormation.
  • Implement model registries, feature stores, and observability using MLflow, Feast, Prometheus, or Grafana.

Required Skills and Qualifications:

  • Collaborate with data scientists to operationalize Machine Learning models for personalization, recommendations, and NLP.
  • Proficient in Python and various Machine Learning frameworks such as Scikit-learn, TensorFlow, and PyTorch.
  • Experience with data pipelines including Airflow, Spark, and SQL.

Bonus Qualifications:

  • Experience with real-time Machine Learning serving, A/B testing, or media/recommender systems.

Nice-to-Have Qualifications:

  • Knowledge of experiment design and causal inference.
  • Exposure to real-time Machine Learning serving platforms like KFServing, Seldon, or Ray Serve.

Education:

  • Bachelor's or Master's degree in a relevant field.

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