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Machine Learning Engineer (HYPERCONNECT AI - Contents Understanding)
MediabistroNew York, NY, United States11 days ago
Job type
- Full-time
Job description??? ??? ???? ?? ???? ?? ??? ?? / ???? ?? AI ??? ??? ??? ?????. ? ???? ??? / ????? / DevOps / ML????? ????, ??? ??? / ???, PM ? ??? ????? ????? ???? ??? ????. ??? ??? ?? ?? ? ??? ???? ??? ??? ????? ????. ???? ??? ???? ???? ??? ????? ????, ???? ???? ??? ????? ? AI ???? ?????. ?? ?? ? ??? ?? ?? ???? ??? ??? ????? ???. ??? ???? ?? ???? ML ??? ??? ??, ?? ???? ??? ??? ????. ??? ??? ??? ?? ??? ??? ???? ???? ????? ?? ?? ???? ??? ?? ?? ??? ????, ????? ??? ?? ?????. ? ??, ???? ?? ??? ??? ? 20? ?? ??? ?? ??? ?? ? ?????. ? 160?? A100 GPU ? ??? H100 GPU? ??? ??? on-premise ???? ????? ??? ? ????. ?????, ??? ??, ???? ??? ???? ??? ?????? ???? ???? ???? ?? ? ???? ????. ??? ? ? ???? ?? ????? ?? ?? ??? ?????? ?? ???? ??? ? ?? ?? ?? ?? ? ??? ?? ??? ? ?? ??? ???? ??? ??, ??? ???? ?? meta-learning ?? ?? AI ??? ??? ?? Fairness ? Privacy ??? ?? ?? ?? ??? ?? ??? ??? ?? ??? ???? ??, ?? ?? ? ?? ??? ????? ????? ?? ???? ???? ?? ??? ?? Contents Understanding ??? ??? ?? ???? ??? ?? ?? ?????. ?? ???? ??? ????? A-Z? ???? ???? ? ?? ? ?? ??? ?????? ??? ? ?? ??? ?????? ??? ??? ? ???? ??? ??? ??? ???? ?? AI ?? ??? ???? ? ?? ? ??? ??? ???? ???? ??? ????? ??? ? ???? ?? ??? ?? ? ??(NeurIPS, ICLR, ICML, CVPR, ICCV / ECCV, KDD, ) ?? ?? ?? AI ?? ?? ?? ??? ??? ? ?? ???? AI ??? ???? ?? ??? ????? ???? ? ??? ??? ? ??? ??? ????? ???? ? ???? ??(DID, RCT, Causal Inference ?), ??? ???, Sequential Testing ?? ?? ??? ??? ?
Overview
[AI Lab]
- ?????? AI Lab? ??? ?? ??? ???? ???? ??? ???? ???? ???? ???? ??? ?? ? ? ?? ???? ???? ???? ??? ??? ?????. ?? ?? ?? / ?? / ??? / ?? ?? ???? ??? ???? ??? ??? ????, ??? ? ???? ??? ?? ????? ????? ???? ???? ???? AI Lab? ??? ?? ??? ?? ??? ??? ???? ?? ??? ???. ??? ?? ?? ?????? AI Lab? ???? ??? ??????? ??? ???? ???? ???? ??? ??????? ????.
ML Research Engineer ?? ??
AI Lab? ML Research Engineer? ??? ??? ???? ???? ?????? ?? ???, ???? ?????? ????? ??? ??? ????? ?? ?????? ??? ?????.
AI in Social Discovery(Blending Research and Production)
How AI Lab Works Head of AI - Shurain ???
ML Research Engineer? ??? ?? ?? ??? ??? ?? ???? ?????. ?? ??, ????? ??, ?? ??, SotA ?? ??, ?? ??, ?? ??, ?? ?? ???? ?? ?? ??? A-Z? ????? ?????.
2024? : CUPID : 1 : 1 ?? ????? ???? ?? ??? ?? ?? ?? ?? ??? ICDM Workshop ??
2023? : TiDAL : ???? ?? ??? ?? ??? ??? ??? ?? ?? ICCV 2023 ??
2023? : ????? ???? ?? ?? ??? ??? ???? ?? ???? ?? ?? WSDM 2023 ??
2022? : ?? ????? ??? ???? ??? ?? EMNLP 2022 ??
2022? : ??? ???? ?? ???? ????? ???? ?? ECCV 2022 ??
2022? : ?? ???? ??? ???? ???? ?? ???? ???? ???? NAACL 2022 ??
2022? : ?? ?? ???? ??? ???? ??? ??? ?? ACL 2022 Workshop ??
2022? : ??? ???? ??? ??? ?? distillation ?? ?? ICASSP ??
AI? ???? ??? ???? ???? ??? ??? ?? ???? ??? ????? ???. ????????? ML Research Engineer?? ??? ?? ?? ? ??? ??? ? ??? ???? ??? ??? ????? ???? ???? ????.
Contents Understanding ?? ??
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 ??? ???? ??? ??
ML ???? ????? ???? ?? LLM ?? ??
Requirements
AI / ML ??? ??? ?? ??? ??? ? ?? ?? ???? ?? ?? ?? ??? ?? ?
AI ??? ???? ??? ??? ?
AI? ?? ?? ?? ?? ? ?? ?? ???? ?? ??? ?? ?
Tensorflow, PyTorch, CatBoost, JAX ? ???? ????? ?? ????? ??? ??? ????? ???? ?
ML ???? ????? ?? ??? ??? ???? ??? ??? ? ?? ????? ??? ?? ?
A / B ???? ?? ??? ??? SQL ??? ??? ?? ??? ?? ?
Preferred Qualifications
AI / ML ??? ??? ?? ??? ??? ??? ? ??? ?
PO / PM ?? ?? ??? ??? ??? ?
None
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Machine Learning Engineer • New York, NY, United States
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