While data engineering focuses on data pipelines and storage, cloud roles often demand broader knowledge of infrastructure, security, and scalable architecture. Women can overcome this by pursuing targeted certifications (e.g., AWS Certified Solutions Architect, Google Cloud Professional Data Engineer), engaging in hands-on projects, and participating in workshops or bootcamps that bridge these skill areas.
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