How the resume lines up with 2026 hiring

Two resumes, one for each market. Every score comes from the resume's own data, checked against what large product companies are hiring for right now.

MNC resumeOpen

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77/ 100

MNC matchStrong. A few targeted fixes put it on top.

3roles20products & systems118skills listed20/33bullets quantified

Skills vs MNC demandWeighted coverage of the 15 skills MNC postings ask for most76
CS fundamentalsLeetCode peak 1879, 5000+ problems solved93
Quantified impact20 of 33 experience bullets carry a number61
ATS keyword matchDemand skills named verbatim in the skills section73
AI readinessLLM, RAG and Python evidence75

Skill profilecoverage per family

Role fitbest match first

SDE-2 / SDE-3, BackendBest fit78%
AI / ML Engineer76%
Solutions / Cloud Architect76%
Senior Full-Stack Engineer75%

Skills vs market demand9 strong · 3 present · 3 to strengthen

Skill the market asks forDemandEvidence on resumeStatus

System Design (HLD / LLD)Decides the level offered from SDE-2 up100%Strong

Data Structures & AlgorithmsEvery MNC loop opens with 2-3 DSA rounds52%Present

Cloud (AWS / Azure / GCP)Cloud and infra experience lifts callback rates 3-5x100%Strong

Distributed systems & microservicesLarge orgs run hundreds of services71%Present

SQL & databasesData modelling comes up in most design rounds100%Strong

LLM integrationAI engineering skills top 2026 demand100%Strong

RAG & vector databasesThe default enterprise GenAI pattern100%Strong

Docker & KubernetesStandard deployment stack at scale35%Present

PythonTop language in AI and backend postings25%Light

Java / C++Still the core stack at many MNCs34%Light

CI/CD & DevOpsExpected ownership of build and release100%Strong

Observability & reliabilityOn-call and SLO culture100%Strong

Security & authCompliance-heavy environments100%Strong

ReactMost common frontend framework100%Strong

TypeScriptDefault for web teams33%Light

Fix nexthighest impact first

1
Show more PythonTop language in AI and backend postings. 5 mentions today; tie it to a shipped result with a number.
2
Show more Docker & KubernetesStandard deployment stack at scale. 7 mentions today; tie it to a shipped result with a number.
3
Show more Data Structures & AlgorithmsEvery MNC loop opens with 2-3 DSA rounds. 13 mentions today; tie it to a shipped result with a number.
4
List "Data Structures & Algorithms" in SkillsIt shows up in the work but not in the skills section, so keyword filters can miss it.
5
List "System Design (HLD / LLD)" in SkillsIt shows up in the work but not in the skills section, so keyword filters can miss it.

Already winninglead with these

System Design (HLD / LLD)Cloud (AWS / Azure / GCP)SQL & databasesLLM integrationRAG & vector databases

ATS keywords in Skills11/15 named

System Design (HLD / LLD)Data Structures & AlgorithmsCloud (AWS / Azure / GCP)Distributed systems & microservicesSQL & databasesLLM integrationRAG & vector databasesDocker & KubernetesPythonJava / C++CI/CD & DevOpsObservability & reliabilitySecurity & authReactTypeScript

Proof of impactthe bullets recruiters remember

Built and scaled the flagship "Roadmaps" feature, delivering 100+ curated learning paths across DSA, Development, and System Design used by 600K+ users. Improved personalization and relev…
Reduced core web vitals TBT, LCP, and FCP from 4.4s to 990ms through advanced frontend optimizations (SSR, dynamic imports, lazy-loading APIs), significantly boosting UX for 15K+ monthly…
Integrated and optimized AI model responses, reducing latency from 1.86s to 1.2s (35% faster) through strategic API design, caching, and performance tuning.
Implemented secure, scalable API gateways in .NET Core, capable of handling 500+ concurrent requests with 99.9% uptime, supporting production-level reliability.

2026 hiring signalswhat the demand model is built on

+43%pay for engineers with two or more AI-specific skillsTripleTen, AI skills 2026 3-5xhigher callback rate for LLM-integration or cloud-infra experienceUnderdog.io, tech hiring trends +30%software engineer listings in 2026, 67,000+ open rolesMetaintro +62%more engineering roles posted by Google in H1 2026The Pragmatic Engineer