After the Layoff · Skill Strategy

Build Evidence of Skills Before Asking for Another Job

SECTION 01Why evidence matters more than resumes

Here's the reality: everyone has a resume. Not everyone has evidence of their skills.

• Resume = claims: Your resume is a list of claims about your skills and experience.
• Evidence = proof: Your projects, certifications, and portfolio prove those claims.
• Employers want proof: Hiring managers are tired of resumes — they want to see what you can actually do.
• Evidence speaks louder: A project speaks louder than a resume bullet point.

SECTION 02Projects as evidence

Projects are the strongest form of evidence. Here's why:

• They show you can apply skills: A project demonstrates that you can use tools to solve real problems.
• They show end-to-end thinking: A complete project shows you can go from problem to solution.
• They show business thinking: A good project shows measurable impact and business context.
• They create conversation: Interviewers love discussing real projects.

SECTION 03Certifications as evidence

Certifications are helpful — but they're not a substitute for projects:

• Certifications show learning: They prove you studied and passed a test.
• Certifications don't show ability: Passing a test doesn't prove you can apply the knowledge.
• Use certifications as a bonus: Certifications can complement your projects, not replace them.
• 1-2 certifications are enough: More than that looks like you're collecting certificates instead of building skills.

SECTION 04Your portfolio — putting it all together

Your portfolio is where you bring all your evidence together. Here's what to include:

☐ 2-3 complete projects with:
   - Clear problem statement
   - Your approach
   - Code on GitHub
   - Measurable results
   - Business recommendations

☐ 1-2 relevant certifications

☐ Professional summary

☐ Link to GitHub

☐ Contact information

☐ Live demo (if possible)

Portfolio: Data Analyst

Projects:
1. Customer Churn Analysis — Telecom
   - Problem: 25% annual churn rate
   - Solution: Logistic regression model
   - Result: 15% reduction in churn
   - Tech: Python, SQL, Tableau

2. Sales Forecasting — Retail
   - Problem: Inaccurate inventory planning
   - Solution: Time series model
   - Result: 20% improvement in accuracy

Certifications:
- Google Data Analytics Certificate
- Tableau Desktop Specialist

SECTION 05How to build evidence quickly

Here's a step-by-step plan to build evidence of your skills quickly:

1. Pick one project: Choose a project that demonstrates your core skills. Start small — one good project is better than none.
2. Build it end-to-end: Don't just analyze data — solve a problem. Include data cleaning, analysis, and recommendations.
3. Document everything: Write a clear README on GitHub. Include screenshots and explanations.
4. Add 1 certification: Choose a well-known certification in your field. Complete it quickly — don't over-invest.
5. Create a portfolio: Put it all together — your projects, certifications, and summary.
6. Share it: Post on LinkedIn, share with your network, include it in your applications.

This can be done in 4-6 weeks with consistent effort.

SECTION 06Interview Q&A — building evidence

SECTION 07Test yourself — building evidence quiz

SECTION 08Frequently asked questions

SECTION 09Related reads