Video summary

How I Applied for Jobs | My Real Experience & Interview Process

Main summary

Key takeaways

Wellness and Self-Improvement

Key takeaways (wellness, self-care, and productivity)

  • Stay steady in your decision (mental resilience)

    • Don’t abandon a career goal just because family emotions come up.
    • Focus on strengthening your mindset and staying committed until circumstances improve.
  • Use a proactive connection strategy (networking without begging)

    • Build connections well before you need them (don’t wait until the last day).
    • Post your work/projects on LinkedIn so people repeatedly see your name and credibility.
    • When messaging:
      • Send multiple message variations to your connections (3 different templates) and keep the one that gets the most replies.
      • Ask normal questions as a peer (e.g., interview process, resume shortlist, what to improve) rather than requesting referrals immediately.
    • Avoid messaging and then immediately asking why they haven’t responded the next day.
  • Track applications like a system

    • Keep an Excel sheet (or tracker) with:
      • Where each application came from (LinkedIn, remote job boards, etc.)
      • What responses you got
    • Prefer career portal applications when possible (the speaker claims screening is faster there).
  • Interview preparation: shift from “memorized answers” to “practical application”

    • Don’t rely on writing/saying definitions—interviewers want case studies and scenario-based reasoning.
    • Practice answering questions in a way that shows how you would use the concept in the real market.
  • Focus on high-signal technical areas for 2026 interviews

    • Python, SQL (especially joins: inner, outer, full outer)
    • Machine learning fundamentals:
      • Linear & Logistic regression
      • Decision Trees, Random Forest
    • NLP topics
    • Emphasis on customer crunch / customer sentiment analysis (framed as a major focus for many companies)
  • Prepare for the interview format the way it actually happens

    • Expect multiple rounds including:
      • Behavioral: teamwork, communication, and integrating your background into current work/projects.
      • Theoretical: Python/SQL/data science questions + case studies.
      • Practical: SQL/Python + data cleaning.
      • Final/real project: end-to-end dataset work + dashboard + explanation with results and reasoning.
    • Be ready for cross-questions; don’t fake work (reputation risk).
  • Reduce overthinking by staying busy (productivity self-care)

    • The speaker claims overthinking comes from having too much free time.
    • Stay productive with:
      • Learning
      • Building projects / web scripting
      • Practicing interview prep
    • Busy schedule → less rumination → better output.
  • Document readiness as a “don’t delay” life productivity tip

    • If you don’t have a passport, get it in advance.
    • Don’t wait until after selection—delays can risk job documentation timelines (especially for remote/onboarding paperwork).

Presenters / sources

  • No specific presenters or external sources are named in the provided subtitles. The advice appears to be from the video creator/speaker (the channel author).

Original video