CompBioJobs

Bioinformatics, Biostatistics & Computational Jobs in Pharma and Biotech

AI Resume Scorer

Get instant feedback on your resume for product company jobs. See how you match up against Flipkart, Razorpay, CRED, and more.

Drag and drop your resume here, or click to browse

PDF files only, max 5MB

Or paste your resume text
Or match against a specific job

Free for CompBioJobs.com jobs Premium for external job URLs

Try Example Resumes

See how different profiles score. Click to view analysis or download as template.

Senior SDE at Razorpay

5 YOE, Strong System Design

9
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SDE-2 at Funded Startup

3 YOE, Good Fundamentals

7
Download PDF

TCS Developer Switching

4 YOE, Service Company

5
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CS Fresher with Projects

0 YOE, Strong Portfolio

7
Download PDF

Generic Fresher Resume

0 YOE, Needs Improvement

3
Download PDF

Non-Tech to Tech Switch

Bootcamp Grad

5
Download PDF

How We Score Your Resume

Our AI analyzes your resume against what top product companies like Flipkart, Razorpay, and Google actually look for when hiring engineers.

Technical Skills (30%)

Languages, frameworks, and tools relevant to modern product development.

Score 3: Only knows Java, no frameworks

Score 8: React, Node.js, PostgreSQL, Docker, AWS

Experience Quality (25%)

Depth of projects, company reputation, and scale of systems worked on.

Score 3: Maintained legacy code at service company

Score 8: Built microservices handling 1M+ users

Achievements (20%)

Quantified impact with metrics, numbers, and business outcomes.

Score 3: "Worked on payment module"

Score 8: "Reduced payment failures by 23%, saving ₹2Cr/month"

Resume Format (15%)

ATS-friendly structure, clear sections, and professional readability.

Score 3: Fancy graphics, tables, two columns

Score 8: Clean, single-column, clear headings

Product Fit (10%)

Keywords, product mindset signals, and alignment with startup culture.

Score 3: No product/startup keywords

Score 8: "Shipped features", "A/B tested", "user impact"

Pro Tip

Companies like Razorpay, Flipkart, and CRED prioritize engineers who can demonstrate scale, impact, and ownership. Use numbers everywhere!

Frequently Asked Questions

Is my resume stored or shared?

No. Your resume is processed in real-time and immediately discarded. We don't store, share, or use your resume data for any purpose other than generating your score.

What score do I need for Flipkart, Razorpay, or Google?

While there's no magic number, candidates who clear interviews at top biotech and pharma companies typically score 7+. A score of 8-10 indicates a strong resume that highlights impact and relevant skills. Focus on the improvement suggestions to boost your score.

How is the score calculated?

We use AI trained on what top biotech and pharma companies look for: Technical Skills (30%), Research Experience (25%), Publications/Achievements (20%), Resume Format (15%), and Domain Fit (10%). The AI compares your resume against successful candidates at companies like Illumina, Genentech, and Moderna.

I'm from academia. Can I still score well?

Absolutely! Many scientists transition from academia to industry. Focus on: quantifying your research achievements, highlighting any industry collaborations, showcasing computational skills, and including publications and presentations. Emphasize transferable skills and tools used.

I'm a new graduate. What should I focus on?

For new graduates, focus on: strong research projects, internships at biotech/pharma companies, publications or posters, bioinformatics tools experience, and computational pipelines you've built. Highlight specific techniques like NGS analysis, machine learning, or structural biology.

Can I match my resume against a specific job posting?

Yes! Paste any job URL in the "Match against a specific job" field. We'll compare your resume against that job's requirements and give you a match percentage with specific keywords to add.

Continue Your Preparation

This AI-powered analysis is for guidance only. Results may vary. Your resume is not stored.