Senior Machine Learning Engineer

4 weeks ago


Jersey City, New Jersey, United States Synergy Global Technologies Inc. Full time
Job Overview

At Synergy Global Technologies Inc., we're seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you'll be responsible for designing, developing, and maintaining machine learning pipelines and infrastructure on the Google Cloud Platform (GCP).

Key Responsibilities:

  • Design and develop scalable machine learning pipelines from data ingestion to model deployment.
  • Develop and manage infrastructure for machine learning solutions using GCP services such as AI Platform, Cloud Functions, BigQuery, and Kubernetes.
  • Implement CI/CD processes for machine learning models, ensuring reliable and scalable deployment practices.
  • Monitor and optimize machine learning models in production, ensuring high performance and uptime.
  • Collaborate with cross-functional teams to ensure the successful deployment and operation of models.

Technical Requirements:

  • Experience with Google Cloud Platform (GCP), including GKE, AI Platform, Dataflow, and BigQuery services.
  • Proficiency in Python and frameworks like TensorFlow, PyTorch, or Scikit-learn.
  • Knowledge of Kubernetes and containerization (Docker).
  • Experience with CI/CD tools such as Jenkins, CircleCI, or GitLab for ML pipelines.
  • Strong knowledge of DevOps principles and tools (Terraform, Ansible).

Preferred Qualifications:

  • Hands-on experience with MLFlow or Kubeflow.
  • Familiarity with data engineering processes, ETL pipelines, and data lakes.


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