Robust experience in proper model deploying, logging, API development/deployment Verteaxi, GCP, Python, SQL & Deep learning,
Created, deployed, scheduled and monitored multiple ML based applications (Knowledge of model lifecycle: training → validation → deployment → monitoring)
Good-to-Have
- Proven experience (4+ years) with ML Ops, model development, model registry, feature monitoring, model performance monitoring, Algorithms and implementing production workloads on it
- Proven experience (3+ years) with Python, SQL & GCP vertex AI
- Experience with setting up CI/CD pipelines using Cloud Build and Bit Bucket
NOTE: Kindly apply only if your experience and skill set are aligned with the requirements mentioned in the above JD details