
Data Science Infrastructure Engineer
1 day ago
We are seeking a seasoned Machine Learning Operations Specialist to join our team.
Prior experience of at least 2+ years working in Machine Learning Operations and Data Science is required.
- Deploy, monitor and scale machine learning models on cloud platforms such as AWS or GCP.
- Build 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 and Grafana.
- Collaborate with data scientists to operationalize machine learning models for personalization, recommendations and natural language processing.
- Proficiency in Python and machine learning frameworks such as Scikit-learn, TensorFlow and PyTorch.
- Experience with data pipelines such as Airflow, Spark and SQL.
- Real-time machine learning serving, A/B testing or media/recommender systems.
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