MLOps
Job Description
- Strong experience in Kubernetes/ML Platform/AI Platform (Vertex AI/Azure ML)
- Strong experience in cloud Services (GCP/Azure/AWS), preferably GCP.
- Expertise in python programming and good coding practices
- Experience with any of the orchestration platforms (Kubeflow/Airflow)
- Experience with MLFlow/DVC or any other equivalent framework
- Excellent knowledge of Linux server management and scripting
- Ability to implement Infrastructure as code using Terraform/Pulumi
- Knowledge of monitoring tools Prometheus and Grafana
- Working experience with Rest APIs.
- Excellent analysis & trouble-shooting skills using a structured documented approach
- Excellent communication skills, both written and verbal
- Strong experience in capitalising knowledge & best practices through creation and/or updating of standards
- Strong experience in training and mentoring team members
- Confident, articulate, self-motivated, determined & energetic
- Self-starter, motivated individual who can work fully autonomously
More Info
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Key Skills
AI Platform
ML Platform
DVC
Linux server management
Vertex AI
Kubeflow
MLFlow
About Company
Skills:
BigQuery, Sql, MLops, Terraform, Kubernetes, Python, GKE, Cloud Monitoring, Vertex AI, Model Monitoring, Kubeflow Pipelines, Model Evaluation Metrics