ATS
Keywords
Data Analysis

How I Cracked the ATS Code: From 150 Applications to Real Interviews

By Mike at RoleShift

June 9, 2025

3 min read

Out of 150 job applications, I got ~30 responses, 6 phone screens, and 3 multi-stage interview processes. One led to an offer I accepted. The difference? Strategic keyword optimization based on real data and understanding how ATS systems actually work.

But here's the challenge: manually optimizing every application takes hours. That's why I built RoleShift - to automate these exact strategies that got me results.

The Data Behind Success

I tracked every application, every keyword, and every response. Here's what the data revealed:

Conversion Rates by Keyword Strategy

  • Exact title match: Significantly higher interview rate
  • 80%+ skill match: Strong performance (ATS tools typically pass resumes scoring 80% or above)¹
  • Generic resume: Much lower response rate

The Keywords That Actually Matter

1. Technical Skills (Exact Matches Only)

ATS systems don't understand context. "JavaScript" and "JS" are different keywords to them.

❌ "Experienced in JS, Node, and React"
✅ "JavaScript, Node.js, React, TypeScript"

2. Action Verbs That Convert

I A/B tested different action verbs across similar roles. My findings align with research showing that specific action verbs correlate with higher interview rates⁴:

  • "Implemented" outperformed "Built" (aligns with research showing technical execution verbs perform well)
  • "Increased" was more effective than "Improved" (quantifiable verbs consistently rank higher)
  • "Generated" worked well for revenue-related roles (revenue-focused language resonates in sales/business roles)
  • "Optimized" resonated in technical roles (optimization signals efficiency, a key tech priority)

3. The Power of Numbers

Quantified achievements consistently outperformed vague statements:

  • "Increased revenue by 47%" vs "Increased revenue"
  • "Managed team of 12" vs "Managed team"
  • "Reduced costs by $2.3M" vs "Reduced costs significantly"
Pro Tip

Automate this with RoleShift →

Industry-Specific Winners

Tech Roles

Cloud, API, Microservices, CI/CD, Agile, Scale

Marketing Roles

ROI, Conversion, Pipeline, Attribution, GTM, Revenue

Sales Roles

Quota, Pipeline, Enterprise, Outbound, Close, ARR

The Golden Rule: Mirror the exact language from the job description. ATS systems often don't recognize synonyms². If they say "Python", don't write "Python programming". According to Jobscan, including the exact job title makes you 10.6x more likely to get an interview³.

Stop Doing This Manually

I spent hours perfecting keyword optimization for each application. It worked – but it was exhausting. That's why I created RoleShift.

Ready to automate these strategies?

RoleShift applies these exact tactics to beat ATS filters automatically

RoleShift automatically:

  • Extracts exact keywords from job descriptions
  • Matches them with your experience
  • Generates ATS-optimized content in seconds
  • Maintains the keyword density that gets results

The same strategies that turned 150 applications into real interviews and an offer, now automated. Quality over quantity wins - start your 30-day sprint and apply to 5 perfectly-optimized jobs in just 30 minutes.

Sources

  1. ATS Match Rates - Parkes Career Services
  2. ATS Keyword Recognition - Remote.com
  3. Job Title Matching Impact - Jobscan
  4. Action Verbs That Get Results - Harvard Career Services

Keep Learning

Tired of ATS Rejections?

You've learned the tactics. Now automate them. RoleShift applies these exact strategies to every application, ensuring your resume beats the bots every time.

  • Automatic keyword extraction & matching
  • ATS-optimized formatting every time
  • 5 tailored applications in 30 minutes

Start Your 30-Day Sprint

Join hundreds who've transformed their job search from a grind into a system

One payment • 150 applications • 7-day guarantee

Average

3 real opportunities

Success rate

8% vs 2%

Time saved

135 hours