Career Path Advice (Quant vs Tech)

I'm a final-year Ph.D. student @ computer science (research focus is ML-related). I'm doing a job search and got offers from three options.

    1. Quant Researcher: let's say one from Citadel, Citadel Security, D.E.Shaw, and Two Sigma; 
    1. ML Researcher: Google Brain / FAIR / MSR
    1. Applied Scientist: Ads/Search Team in FANNG;

Compensation-wise, 1 > 2 = 3

Any advice? Many thanks in advance!

 

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