우대사항
Master’s, Ph.D., or equivalent in Engineering, Computer Science, or Mathematics
In-depth experience with machine learning frameworks (e.g., TensorFlow, Keras, PyTorch)
In-depth knowledge of Front-end framework (e.g., React, NextJS)
In-depth knowledge of Back-end framework (e.g., FastAPI)
In-depth knowledge of model deployment on infrastructure-agnostic environment (e.g., Kubernetes, Docker)
In-depth experience with Cloud platform and service (e.g., AWS, Azure, GCP)
In-depth experience with CI/CD tools (e.g., GitLab CI, Argo CD, Jenkins) and monitoring tools (e.g., Grafana, Prometheus)
In-depth ML Model development (e.g., PyTorch, TensorFlow) and deployment experiences (e.g., ONNX)
In-depth knowledge of system frameworks (e.g., Kubeflow, MLflow)
Participation in software competitions and well-organized public code repositories are a plus