Cloud Based Machine Learning Engineer

7 days ago


Hyderabad Secunderabad Telangana Chennai Kolkata, India beBeeMachineLearning Full time ₹ 15,00,000 - ₹ 20,00,000
Lead MLOps Engineer

We are seeking a highly skilled Lead MLOps Engineer to join our team. As a key member of our machine learning operations team, you will be responsible for building and maintaining robust machine learning pipelines ensuring efficient model deployment monitoring and lifecycle management within a cloud-based environment.

Job Description
  • Develop and implement scalable MLOps pipelines in GCP Vertex AI for end-to-end machine learning workflows.
  • Manage the full MLOps lifecycle from data preprocessing model training and deployment to model monitoring and drift detection.
  • Implement real-time model monitoring and drift detection to ensure optimal model performance over time.
Required Skills and Qualifications
  • Extensive expertise in MLOps specifically with Google Cloud Platform GCP and Vertex AI.
  • Deep understanding of model performance drift detection and GPU accelerators.
  • Hands-on experience in Jenkins GitHub Pipelines Docker Kubernetes and OpenShift.
  • Optimize model training and inference processes using GPU accelerators and CUDA.
  • Utilize Python 3.10 with libraries such as pandas NumPy and TensorFlow to handle data processing and model development.
Benefits
  • Collaborate with cross-functional teams to automate and streamline machine learning model deployment and monitoring.
  • Set up infrastructure for continuous training testing and deployment of machine learning models.
  • Ensure scalability security and high availability in all machine learning operations by implementing best practices in MLOps.
Others
  • Prioritize quality and efficiency in all aspects of MLOps pipeline development and maintenance.


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