Which College Majors Survive the AI Job Reshuffle

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-careers-ai-college-major-still-matters-r9a10-teen

1. What is the core idea behind "Which College Majors Survive the AI Job Reshuffle"?

   1. Goldman Sachs says AI will displace 300M jobs by 2030. That's the headline. The actual data on which majors lose, win, or stay flat is different.
   2. AI Customer Deployment Engineer is a real and growing role.
   3. Ask AI what NOT to say so you keep the manager as a reference
   4. junior developer

2. Which term best describes a foundational idea in "Which College Majors Survive the AI Job Reshuffle"?

   1. automation risk
   2. labor market
   3. complementary skills
   4. wage data

3. A learner studying Which College Majors Survive the AI Job Reshuffle would need to understand which concept?

   1. labor market
   2. complementary skills
   3. automation risk
   4. wage data

4. Which of these is directly relevant to Which College Majors Survive the AI Job Reshuffle?

   1. labor market
   2. automation risk
   3. wage data
   4. complementary skills

5. Which of the following is a key point about Which College Majors Survive the AI Job Reshuffle?

   1. BLS projects nursing, plumbing, and electrical work to grow 5-15% by 2032 — none of these have meani…
   2. Entry-level software engineering postings in 2025 dropped ~30% from 2022 peaks; senior roles barely …
   3. Accounting Big Four firms cut entry-level audit hiring by 40% in 2024-25 due to AI; mid-career CPAs …
   4. Mechanical, civil, and electrical engineering majors are still in high demand — physical-world engin…

6. Which of these does NOT belong in a discussion of Which College Majors Survive the AI Job Reshuffle?

   1. Entry-level software engineering postings in 2025 dropped ~30% from 2022 peaks; senior roles barely …
   2. BLS projects nursing, plumbing, and electrical work to grow 5-15% by 2032 — none of these have meani…
   3. AI Customer Deployment Engineer is a real and growing role.
   4. Accounting Big Four firms cut entry-level audit hiring by 40% in 2024-25 due to AI; mid-career CPAs …

7. What is the key insight about "The rule" in the context of Which College Majors Survive the AI Job Reshuffle?

   1. AI Customer Deployment Engineer is a real and growing role.
   2. Ask AI what NOT to say so you keep the manager as a reference
   3. Pick a major where the work involves a body, a license, a relationship, or a regulated decision — those four moats hold …
   4. junior developer

8. What is the recommended tip about "Skill up strategically" in the context of Which College Majors Survive the AI Job Reshuffle?

   1. AI Customer Deployment Engineer is a real and growing role.
   2. Ask AI what NOT to say so you keep the manager as a reference
   3. junior developer
   4. Focus on skills AI can't replicate: judgment, creativity, communication, and domain expertise.

9. Which statement accurately describes an aspect of Which College Majors Survive the AI Job Reshuffle?

   1. AI displacement isn't about 'creative vs. technical.' It's about 'tasks that can be done from a screen with no physical presence and no high…
   2. AI Customer Deployment Engineer is a real and growing role.
   3. Ask AI what NOT to say so you keep the manager as a reference
   4. junior developer

10. What does working with Which College Majors Survive the AI Job Reshuffle typically involve?

    1. AI Customer Deployment Engineer is a real and growing role.
    2. Go to bls.gov/ooh (the U.S. Occupational Outlook Handbook) and look up 3 jobs you've considered.
    3. Ask AI what NOT to say so you keep the manager as a reference
    4. junior developer

11. Which best describes the scope of "Which College Majors Survive the AI Job Reshuffle"?

    1. It is unrelated to careers workflows
    2. It applies only to the opposite beginner tier
    3. It focuses on Goldman Sachs says AI will displace 300M jobs by 2030. That's the headline. The actual data on which
    4. It was deprecated in 2024 and no longer relevant

12. Which section heading best belongs in a lesson about Which College Majors Survive the AI Job Reshuffle?

    1. AI Customer Deployment Engineer is a real and growing role.
    2. Ask AI what NOT to say so you keep the manager as a reference
    3. junior developer
    4. Some examples

13. Which section heading best belongs in a lesson about Which College Majors Survive the AI Job Reshuffle?

    1. Try it!
    2. AI Customer Deployment Engineer is a real and growing role.
    3. Ask AI what NOT to say so you keep the manager as a reference
    4. junior developer

14. Which of the following is a concept covered in Which College Majors Survive the AI Job Reshuffle?

    1. automation risk
    2. labor market
    3. complementary skills
    4. wage data

15. Which of the following is a concept covered in Which College Majors Survive the AI Job Reshuffle?

    1. labor market
    2. complementary skills
    3. automation risk
    4. wage data