like Hugging Face Experience in ML analysis and developer tools like TensorBoard, MLflow or Weights & Biases Excellent ability...
: MLflow, Azure Machine Learning, or equivalent model lifecycle tools. Observability: Langfuse, Weights & Biases, Application...
, Airflow/Argo, Weights & Biases, LangSmith, Prompt/version management. Security & governance: OIDC/RBAC, policy as code (OPA...
with LLMOps tools (MLflow, Weights & Biases) and model monitoring in cloud environments. Experience with containerization (Docker...
pipelines using tools such as Evidently AI or Weights & Biases to detect data drift and model degradation, generating alerts...
, PyTorch, etc.). Reproducibility - Best practices for notebooks, code packaging, and experiment tracking (MLflow, Weights... & Biases) MLOps - Experience in Monitoring & Maintenance strategies (Drift detection, retraining strategies);Good...
). Familiarity with data versioning and experiment tracking tools (e.g., Weights & Biases, Neptune ). Experience with monitoring...
). Familiarity with data versioning and experiment tracking tools (e.g., Weights & Biases, Neptune ). Experience with monitoring...
, GCP, etc Infrastructure: Docker, Kubernetes, Terraform, CI/CD pipelines Monitoring: Datadog, Weights & Biases, custom...
with MLOps platforms and tools (e.g., MLflow, Kubeflow, Weights & Biases) Published research or patents in relevant areas...