Lesson Content

The generic resume problem.

Most resumes fail not because the candidate is unqualified but because their resume is generic. It describes what they did, not what they accomplished. It lists responsibilities, not results. It uses the same language for every job rather than matching the words in the specific posting.

Claude can help fix all of this – if you give it the right inputs.

The tailoring workflow.

Effective resume tailoring with Claude requires three inputs:

1. The job posting – paste the full posting or the key requirements section
2. Your current resume or work history – paste your existing resume or describe your experience
3. The target – tell Claude what you want it to produce (summary, bullet rewrites, cover letter)

With these three inputs, Claude can help you:

• Identify the keywords from the posting that should appear in your resume
• Rewrite your experience bullets to emphasize the accomplishments most relevant to this role
• Write a resume summary that positions you specifically for this job
• Write a cover letter that connects your experience to the role's specific requirements

Bullet point transformation.

The most common resume weakness is bullets that describe tasks rather than accomplishments. Claude can transform them.

Task-based bullet (weak):

Managed a team of customer service representatives.

Accomplishment-based bullet (strong):

Led a team of 8 customer service representatives, reducing average ticket resolution time from 3.2 days to 1.8 days over 12 months.

If you do not have numbers, Claude can help you think through what they might be – ask: "Help me think about what quantifiable impact this role had. What metrics would typically matter in this type of position?" Claude will help you recall or estimate the right kind of evidence.

Cover letter strategy.

A strong cover letter does three things: shows you understand what the company needs, connects a specific piece of your experience to that need, and explains why this role matters to you. Claude can structure this – but you must provide the substance.

Give Claude:

• One or two things you know or researched about the company or role
• The specific experience that most directly qualifies you
• Why you want this role (genuine reason – not "I am passionate about opportunities")

Then ask Claude to draft the letter and refine it with the follow-up techniques from Course 1.

What Claude cannot do for your job search:

• Guarantee that your resume will pass an ATS (applicant tracking system) – algorithms change and vary by system
• Verify whether a specific company is currently hiring or whether the posting is current
• Provide current, verified salary data for your specific location and experience level
• Tell you whether a company is a good place to work based on recent employee experience

For salary data, use tools like Glassdoor, Levels.fyi (for tech), LinkedIn Salary, or the Bureau of Labor Statistics. For company culture, use Glassdoor reviews and LinkedIn conversations with current/former employees.