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I would recommend you apply via naukri/linkedin to such MNC's. As fas as I know, processing referral in such company will take more time than a direct naukri/linkedin hire as it will additional bonuses involved to the person who refers and MNC's like to stay away frm that. From my personal experience,I got Globallogic call twice even aftr getting an offer from them without a referral. On the other hand,I had sumitted a referral through someone to Deloitte and Infosys. They have not answered back even yet aftr 5 months.
Referral is mostly helpful when you have lesser chances of getting ur resume shortlisted on naukri/linkedin which mostly is the case for product based companies. Anyone deferring from this opinion is free to reply their point of view.

Tech stack and yoe?

Gurgaon or noida

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