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MUST-HAVES
✅ Active Google Cloud Professional Data Engineer Certification
✅ Strong Data Engineering background
✅ Extensive, hands-on GCP Data Stack experience
✅ BigQuery, BigLake, GCS
✅ Dataflow / Apache Beam
✅ Dataproc / Spark / Hadoop
✅ Cloud Composer / Airflow
✅ Pub/Sub + Kafka/Confluent
✅ Proven experience leading enterprise-scale cloud migrations
✅ Strong data architecture, governance & security expertise
🛠️ NICE TO HAVE
⭐ Looker
⭐ Vertex AI / BigQuery ML
⭐ dbt
⭐ GKE / Kubernetes
⭐ Terraform / Pulumi
⭐ Dataplex
⭐ AI/ML experience
⭐ PB-scale migration experience, particularly AWS → GCP
Bachelor's degree
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