Senior Machine Learning Research Engineer (HYPERCONNECT AI)

TinderLos Angeles, CA, United States

18 hours ago

Job type

Full-time

Job description

HYPERCONNECT AI - AI Lab ??

?????? AI Lab? ??? ?? ??? ???? ???? ??? ???? ???? ???? ???? ??? ?? ? ? ?? ???? ???? ???? ??? ??? ?????. ?? ?? ?? / ?? / ??? / ?? ?? ???? ??? ???? ??? ??? ????, ??? ? ???? ??? ?? ????? ????? ???? ???? ???? AI Lab? ??? ?? ??? ?? ??? ??? ???? ?? ??? ???. ??? ?? ?? ?????? AI Lab? ???? ??? ??????? ??? ???? ???? ???? ??? ??????? ????.

ML Research Engineer ?? ??

AI Lab? ML Research Engineer? ??? ??? ???? ???? ?????? ?? ???, ???? ?????? ????? ??? ??? ????? ?? ?????? ??? ?????. ??? ??? ???? ?? ???? ?? ??? ?????? ?? AI ??? ??? ??? ?????. ? ???? ??? / ????? / DevOps / ML????? ????, ??? ??? / ???, PM ? ??? ????? ????? ???? ??? ????.

AI in Social Discovery(Blending Research and Production) ??? ???? ?? ??

[How AI Lab Works] Head of AI - Shurain ??? ?? ?? ?? ??

ML Research Engineer? ??? ?? ?? ??? ??? ?? ???? ?????. ?? ??, ????? ??, ?? ??, SotA ?? ??, ?? ??, ?? ??, ?? ?? ???? ?? ?? ??? A?Z? ????? ?????. ???? ??? ???? ???? ??? ????? ????, ???? ???? ??? ????? ? AI ???? ?????.

Contents Understanding - Responsibilities / ?? ??

AI Lab? contents understadning ??? ???? ???, ?? ? ???? ??? ??? ???? ???? ?? ????? ??? ??? ???? ? ????, ?????? ?? ??? ??(Trust & Safety) ??? ???? ?? ? ??? ???. ?????? ? Match Group ????? ???? ???? ???? ? ???? ??? ??? ?? ??? ???? ?? Match Group? ???? ??? ??? ?????. ??? ?? AI ???? ??? ? ??? ????.

??? ? ? ???? ?? ????? ?? ?? ??? ?????? ?? ???? ??? ? ?? ?? ?? ?? ? ??? ??

noise? imbalance? ?? ????? ??? ??? ?? ? ????, ???? ????? ??? ???? ?? ??? ??, core?set selection, semi? / self?supervised ?? ??

multi?task ?? multi?label ??? ??? ???? budget ??? ?????, ???, ???, ?? ? multi?modal ??? ???? ??? ??

??? ? ?? ??? ???? ??? ??, ??? ???? ?? meta?learning ??

?? AI ??? ??? ?? Fairness ? Privacy ??? ?? ?? ??

??? ?? ??? ??? ?? ??? ???? ??, ?? ?? ? ?? ??? ????? ????? ?? ???? ???? ?? ???

ML ???? ????? ???? ?? LLM ?? ??

Requirements

AI / ML ??? ??? ?? ??? ??? ? ? ??? ?? ???? ?? ?? ?? ??? ???, 3? ??? ?? ???? ??? ?? ?

???? ??? ??? ?? ?? AI / ML? ??? ??? ???? ??? ???? ???? ? ?? ?

??? ???? ? ? ?? ????? ?? ??? AI ??? ??? ????? ????? ??? ?? ?? ??? ??? ???? ??? ? ?? ??? ?? ?

?? ???? AI ??? ???? ?? ??? ????? ???? ? ??? ?? ?

?? ??? ?????? ??? ? ?? ??? ?????? ??? ??? ?

???? ???? ?? ?? ??? ?????? ??? ???? ??? ? ??? ?? ?

?? ??? ????? ??? ?? ????? ???? ???? ????? ???? ???? ? ??? ???? ???? ? ?? ?

???? ??(DID, RCT, Causal Inference ?), ??? ???, Sequential Testing ?? ?? ??? ?? ?

A / B ??? ?? ?? ? ?? KPI ??? ????, SQL ?? ??? ??? ??? ??? ?? ?

???? ??? ????? ??? ?

Preferred Qualifications

AI / ML ?? ?? ?? ??? ????? ? ?? AI / ML ?? ?? ?? ?? ?? ? ?? ?? ??? 5? ?? ???? ?

???? ?? ??? ?? ? ??(NeurIPS, ICLR, ICML, CVPR, ICCV / ECCV, KDD ?) ?? ?? ?? AI ?? ?? ?? ??? ??? ?

??? ???? ??? ??? SotA? ??? ??? ?? ?

?????(Android, iOS), ???? ??? AI / ML ?? ? ?? ??? ??? ?

???? ?? ?? ?? ??? ??? ? ??? ?? ?

AI / ML ??? ??? ?? ??? ??? ??? ? ?? ?

????? ?? ???? ??? ?? ?

PO / PM ?? ?? ??? ??? ?? ?

??? ??? ????? ???? ?

??? ?? ?? ? ?? ??? ??? ?? ? ? ?? ??? ?? ??? ?? ?? ??? ??? ? ???, ??? ??? ??? ?? ?? ??? ?? ?? ? ?? ??? ??? ? ????.

???? ???? ?? ??? ?? ?????, ????? ???? ?? ? ?????? ?? ? ?? ??? ?????? ????.

??????? ???? ???? ???? ??, ???? ??? ???? ? ????????? ????? :

#HPCNT

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Senior Machine Learning Engineer • Los Angeles, CA, United States

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