Screening report

Senior React Native Engineer

recruiter: sample@quantumlabsai.com.pk analyzed: Mon, Jul 13, 2026 batch: 9 CVs
9
7 AI-analyzed · 2 auto-rejected
Total CVs analyzed
3
Strong Interview
3
Consider
3
Reject
Skills match40
Experience35
Education10
Soft skills15

Every point is tied to evidence quoted from the CV — nothing is inferred without a source. Scores of 70+ typically mean "Strong Interview"; 45–69 "Consider"; below 45 "Reject", with the reason always stated. Missing information lowers confidence, not just the score.

Hiring Recommendation

James Whitfield is the strongest overall fit — deep React Native and TypeScript expertise, proven Firebase production experience, and team leadership. Sarah Chen is a close second with a rarer FastAPI/React Native combination worth considering if backend flexibility matters for this role.

Michael Torres and Emma Clarke are close on paper, but Michael's leadership experience and AWS exposure give him the edge for a senior-level opening.

All Candidates — ranked, in order

#1
James Whitfield
6 years exp · Senior · Islamabad · location ok
85/100
Strong Interview

Strong technical match, ready to lead.

Score breakdown

Skills36/40
Experience32/35
Education9/10
Soft skills8/15

Contact

✉️ ja***d@example.com 📞 +44 7****123 📍 Islamabad

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes 6 years building production React Native apps at two fintech startups
TypeScript ✓ Yes Migrated a 40k-line JS codebase to TypeScript
Firebase ✓ Yes Used Firestore, FCM, and Crashlytics extensively in shipped apps
REST APIs ✓ Yes Designed and consumed REST APIs across all listed projects
Git ✓ Yes Led Git workflow standardization for a 6-person team
Node.js ✓ Yes Built internal tooling backend using Node.js and Express
FastAPI ✕ Not found No matching text snippet found.
MongoDB ✕ Not found No matching text snippet found.

⚠ Watch out

  • No FastAPI or MongoDB experience evidenced
  1. technicalWalk me through how you structured state management across your largest React Native app.
  2. technicalHow did you approach the JS-to-TypeScript migration without breaking production?
  3. behavioralTell me about a time you had to make a difficult technical tradeoff under a deadline.
#2
Sarah Chen
5 years exp · Senior · Remote (GMT+5 available) · location ok
79/100
Strong Interview

Balanced full-stack skillset, remote-ready.

Score breakdown

Skills33/40
Experience30/35
Education9/10
Soft skills7/15

Contact

✉️ sa***n@example.com 📞 +1 41****182 📍 Remote (GMT+5 available)

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes 5 years shipping React Native apps for two e-commerce clients
TypeScript ✓ Yes TypeScript used across all listed projects
FastAPI ✓ Yes Built FastAPI microservices for order processing
REST APIs ✓ Yes REST API design mentioned in three separate roles
Git ✓ Yes Standard Git workflow experience
Firebase ✕ Not found No matching text snippet found.
MongoDB ✓ Yes Used MongoDB for a real-time inventory system
Node.js ✕ Not found No matching text snippet found.

⚠ Watch out

  • No Firebase experience mentioned
  • No explicit leadership experience
  1. technicalDescribe a FastAPI service you built and how it integrated with your mobile app.
  2. technicalHow do you handle offline-first data sync in React Native?
  3. behavioralHow do you stay aligned with a team when working async?
#3
Michael Torres
5 years exp · Senior · Islamabad · location ok
74/100
Strong Interview

Reliable senior engineer, good culture signals.

Score breakdown

Skills30/40
Experience29/35
Education8/10
Soft skills7/15

Contact

✉️ mi***s@example.com 📞 +1 51****110 📍 Islamabad

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes 5 years, most recently leading a team of 3
TypeScript ✓ Yes TypeScript-first development mentioned throughout
Redux ✓ Yes Redux Toolkit used for state management on flagship app
AWS ✓ Yes Deployed backend services on AWS Lambda and S3
REST APIs ✓ Yes REST API integration across all roles
Git ✓ Yes Git flow experience
Firebase ✕ Not found No matching text snippet found.
FastAPI ✕ Not found No matching text snippet found.

⚠ Watch out

  • No Firebase or FastAPI experience
  1. technicalHow did you structure your Redux store on your largest app?
  2. technicalWalk me through your AWS deployment pipeline.
  3. behavioralTell me about a time you mentored a junior engineer.
#4
Emma Clarke
4 years exp · Mid-Senior · Lahore · location ok
62/100
Consider

Promising but has real skill gaps to probe.

Score breakdown

Skills25/40
Experience24/35
Education8/10
Soft skills5/15

Contact

✉️ em***e@example.com 📞 +44 7****456 📍 Lahore

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes 4 years React Native, freelance and full-time mix
TypeScript ✕ Not found No matching text snippet found.
REST APIs ✓ Yes REST API consumption mentioned
Git ✓ Yes Standard Git usage
Firebase ✓ Yes Firebase Auth used in one project
MongoDB ✕ Not found No matching text snippet found.

⚠ Watch out

  • No TypeScript experience evidenced
  • Mostly freelance, less team collaboration signal
  1. technicalHave you worked with TypeScript in any capacity? Walk me through your comfort level.
  2. behavioralHow do you handle working without a structured team environment?
#5
David Osei
5 years exp · Senior · Remote · location risk
58/100
Consider

Strong generalist, thinner mobile depth.

Score breakdown

Skills23/40
Experience23/35
Education7/10
Soft skills5/15

Contact

✉️ da***i@example.com 📞 +233 ****198 📍 Remote

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes 2 shipped apps, most experience is React.js web
TypeScript ✓ Yes TypeScript used in web projects
REST APIs ✓ Yes REST API design experience
Node.js ✓ Yes Node.js backend experience across 3 roles
Firebase ✕ Not found No matching text snippet found.
Git ✓ Yes Git experience

⚠ Watch out

  • Limited mobile-specific experience (2 apps)
  • Remote, not local to Islamabad
  1. technicalWhat made you choose React Native over continuing in pure web development?
  2. behavioralHow would you handle relocating or adjusting to onsite work if needed?
#6
Rachel Kim
3 years exp · Mid · Karachi · location ok
51/100
Consider

Below target seniority, worth a screening call.

Score breakdown

Skills20/40
Experience18/35
Education8/10
Soft skills5/15

Contact

✉️ ra***m@example.com 📞 +82 1****123 📍 Karachi

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes 3 years, 2 apps in production
TypeScript ✓ Yes TypeScript mentioned in most recent role
Git ✓ Yes Git usage confirmed
REST APIs ✕ Not found No matching text snippet found.
Firebase ✕ Not found No matching text snippet found.

⚠ Watch out

  • Below the 5-year target experience level
  • No explicit REST API or Firebase evidence
  1. technicalTell me about the two apps you shipped — what was your specific role?
  2. behavioralWhere do you see your skills growing most in the next year?
#7
Thomas Bennett
6 months exp · Junior · Karachi · location ok
35/100
Reject

Too early-career for a senior opening.

Score breakdown

Skills14/40
Experience10/35
Education6/10
Soft skills5/15

Contact

✉️ th***t@example.com 📞 +1 64****177 📍 Karachi

Skill evidence

SkillFoundEvidence from CV
React Native ✓ Yes One bootcamp capstone project in React Native
TypeScript ✕ Not found No matching text snippet found.
Git ✓ Yes Basic Git usage from coursework
REST APIs ✕ Not found No matching text snippet found.
Firebase ✕ Not found No matching text snippet found.

⚠ Watch out

  • Only 6 months experience against a 5+ year requirement
  • Missing most required skills
  1. technicalWalk me through your capstone project.
  2. behavioralWhat are you doing to keep building your skills post-bootcamp?

Reject — 3 total (1 by AI analysis, 2 auto-rejected)

These CVs were automatically screened out before AI analysis based on clear qualification gaps. They are included here for full transparency. You can review the original CV manually if you disagree with the screening.

Lucas Reed Auto-Rejected
📄 Lucas_Reed_CV.pdf  •  ⏱ 4 years exp detected
⚠ Auto-rejected: Missing 6 of 8 detected required skills (react native, typescript, firebase, rest api, git, node.js)
✓ Skills detected in CV: Git
✗ Skills not found: React Native, TypeScript, Firebase, REST API, Node.js, MongoDB
Screened by rule engine
No AI analysis performed
Olivia Marsh Auto-Rejected
📄 Olivia_Marsh_CV.pdf  •  ⏱ 1 year exp detected
⚠ Auto-rejected: 1 years experience found, 5+ years required (less than 50% of requirement)
✓ Skills detected in CV: React Native, Git
✗ Skills not found: TypeScript, Firebase
Screened by rule engine
No AI analysis performed

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