
Machine Learning Data Pipeline Developer
2 days ago
As a data pipeline developer, you will play a crucial role in driving the success of our machine learning initiatives.
Key Responsibilities:
- Develop and implement scalable data pipelines to support large-scale machine learning workloads
- Design and monitor complex systems for distributed training and inference
- Collaborate with cross-functional teams to deploy and maintain ML models in production environments
Strong programming skills in Python and experience with popular ML frameworks (TensorFlow, PyTorch, Scikit-learn)
Proficiency in containerization (Docker) and orchestration (Kubernetes)
Familiarity with monitoring tools (Prometheus, Grafana) and experiment tracking (Weights & Biases)
Preferred SkillsExperience with MLflow and Kubeflow for model deployment and workflow management
Knowledge of DevOps principles and cloud-native architectures
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