Backend development often aligns with formal computer science education and certifications (e.g., cloud certifications, database administration), which can provide structured career growth opportunities. Frontend roles, while also benefiting from certifications, may emphasize portfolios, design credentials, and user experience accomplishments as growth milestones.
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