Description

You will build and orchestrate ML pipelines for batch prediction workflows using Google Cloud Platform.

This role is on-site.

Responsibilities

• Build and orchestrate ML pipelines using Kubeflow Pipelines, Google Cloud Dataflow (Flex Templates), and Vertex AI services.
• Develop Python-based workflows to integrate and orchestrate multiple pipeline components.
• Deploy and manage batch prediction jobs in Vertex AI.
• Write SQL queries for data preprocessing, post-processing, and large-scale data engineering tasks.

Required Skills

• 6+ years of work experience with SQL.
• 5+ years of work experience with Python.
• 4+ years of work experience with Google Cloud Platform (GCP).
• Strong data engineering concepts and expertise in large-scale data processing.
• Experience with Kubeflow Pipelines (KFP components).
• Experience with Google Cloud Dataflow, including Flex Templates.
• Experience with Vertex AI services.

Preferred Skills

• Bachelor's degree in a relevant field.

Key Skills

Education

Bachelor's degree