
Production Machine Learning Specialist
1 day ago
Job Opportunity:
Machine Learning Engineer
Key Responsibilities:
- Develop and deploy machine learning models in production environments.
- Implement monitoring and logging systems to ensure data quality and model performance.
- Design and implement experiment tracking and workflow orchestration systems using tools like MLflow, Kubeflow, and Weights & Biases.
- Collaborate with data scientists and engineers to integrate machine learning models into larger software systems.
Required Skills:
- Machine Learning Frameworks: TensorFlow, PyTorch, Scikit-learn
- Experiment Tracking and Workflow Orchestration: MLflow, Kubeflow, Weights & Biases
- Monitoring and Logging: Prometheus, Grafana
- Programming and Scripting: Python
Desirable Skills:
- Cloud Platforms: AWS, GCP, Azure
- Containerization: Docker
- Version Control: Git
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