Should I include GitHub and live project links in an AI-generated resume?

Yes, and it significantly increases credibility. Hiring managers often validate your work through repositories. Ensure your GitHub showcases clean code, documentation, and real-world problem-solving. ---

How do US recruiters evaluate bootcamp vs degree candidates on resumes?

They focus less on education and more on proof of skill. Bootcamp candidates must compensate with strong projects, measurable impact, and clear technical ownership in their experience. ---

Can AI resume builders accurately represent system design experience?

Not effectively on their own. System design must be manually described with clarity, including architecture decisions, scalability considerations, and trade-offs, which AI typically oversimplifies. ---

How important is including metrics for junior Software Engineer resumes?

Critical. Even small-scale metrics such as improving load time by 15% or reducing bugs by 20% can differentiate you from other junior candidates. ---

Should I customize my resume for FAANG-level companies differently?

Yes. These companies prioritize problem-solving, scalability, and system design exposure. Your resume should emphasize complexity, performance improvements, and large-scale system experience.

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