ML Platform Engineer – Google Cloud (GCP) and Vertex AI

Requirements

• Expertise in cloud platforms, ML engineering, data pipelines and CI/CD for deploying and managing machine learning solutions.


• Google Cloud Platform (GCP) services: AI Platform (Vertex AI), Cloud Storage, BigQuery, Cloud Functions, Cloud PubSub, Cloud Build, Airflow, and Cloud Run.


• Understanding of ML concepts and LLMs (training, validation, hyperparameter tuning, evaluation).


• Experience with TensorFlow, Keras, PyTorch, and scikit-learn.


• Data preprocessing, ETL, and data pipelines using PySpark and Scala using serverless dataproc.

CI/CD for ML (MLOps)

• Knowledge of CI/CD tools like Looper Pro and Jenkins.


• Model versioning, continuous training, and deployment using Vertex AI pipelines.

Automation Scripting

• Strong programming skills in Python, Bash, and SQL.

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