Description

• Data preprocessing
• Batch prediction workflows
• Post-processing activities

Building and orchestrating ML pipelines using:

• Kubeflow Pipelines (KFP components)
• Google Cloud Dataflow (including Flex Templates)
• Vertex AI services

Additionally, candidates should be comfortable with:

• Writing SQL queries for data preprocessing and post-processing tasks
• Developing Python-based workflows to integrate and orchestrate multiple pipeline components
• Deploying and managing batch prediction jobs in Vertex AI
• Data engineering concepts and large-scale data processing
• Strong SQL and data engineering expertise would be a significant advantage.

Requirements added by the job poster

• 6+ years of work experience with SQL

• 5+ years of work experience with Python (Programming Language)

• 4+ years of work experience with Google Cloud Platform (GCP)

Key Skills

Education

Bachelor's degree