Research Scientist/Engineer focused on defing research problems and developing systems for video understanding at TwelveLabs. Engage in multimodal AI projects bridging research and production.
Responsibilities
연구 문제 정의하기
가설 수립 및 실험 설계하기
사용자 행동 패턴 분석하여 통찰력 확보하기
연구 아이디어를 안정적이고 재현 가능한 시스템으로 변환하기
대규모 분산 환경을 위한 훈련 파이프라인 설계 및 최적화하기
생산에서 모델이 신뢰할 수 있도록 보장하기
Requirements
연구 경험이 있는 후보자
Python 및 PyTorch에 대한 강력한 숙련도
대규모 모델 훈련, 분산 시스템 또는 프로덕션에서의 ML 시스템 배포 경험이 있으면 좋습니다.
MS/PhD 또는 관련 분야에서의 실무 경험으로 지원하며, 이러한 경향을 확인하는 것이 좋습니다.
Benefits
전문연구요원 편입/전직 가능합니다.
Job title
Staff Research Scientist/Engineer – Embedding & Search
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