Guys pls suggest roadmap to switch into FAANG as data engineer.currentlybworking as DE in top MNC

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I have worked as data engineer in service based companies and mostly worked on informatica and IBM datastage , SQL, Teradata currently doing trainings on python and GCP. I need guidance on how/where to prepare for typical data engineering profile to crack interviews in Faang/Maang or other good product based companies.
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Yoe: 7 years
Skills : ETL, DWH and sql (need to master) , unix , teradata

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