Job Description Analyzer

When to Use This Skill

Use this skill when the user:

• Wants to analyze a job posting
• Asks "should I apply to this job?"
• Wants to know their match percentage for a role
• Needs help understanding job requirements
• Wants to tailor their resume for a specific position
• Mentions: "analyze this job", "am I qualified", "match score", "should I apply"

Use this BEFORE resume tailoring to ensure effort is worth it.

Core Capabilities

• Extract and categorize job requirements (must-have vs nice-to-have)
• Calculate match score between user's experience and job requirements
• Identify skill gaps and strengths
• Detect red flags in job postings
• Prioritize which experiences to highlight
• Generate resume tailoring strategy
• Create cover letter talking points
• Assess company culture fit indicators

The Strategic Problem

Most job seekers waste time on:

• Jobs they're under-qualified for (<60% match)
• Jobs they're over-qualified for (flight risk)
• Jobs with red flags (high turnover, toxic culture)
• Applying to 50+ jobs blindly hoping something sticks

Better approach:

• Apply to 10-15 jobs strategically
• Target 70-90% match jobs
• Customize deeply for each
• Higher response rate, less burnout

Analysis Process

Step 1: Extract Requirements

Break job description into categories:

Required (Must-Have)

• Education requirements
• Years of experience
• Specific technical skills
• Certifications/licenses
• Industry experience

Preferred (Nice-to-Have)

• "Bonus" skills
• Advanced certifications
• Domain expertise
• Specific tool experience

Soft Skills/Culture

• Communication style
• Work environment
• Team structure
• Company values

Step 2: Keyword Extraction

Identify three types:

Hard Skills (Technical abilities)

• Tools: Salesforce, Python, AWS, Excel
• Methodologies: Agile, Six Sigma, SDLC
• Certifications: PMP, CPA, AWS Certified