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    AI Research Scientist - Seoul, 대한민국. - Cognex

    Cognex
    Cognex Seoul, 대한민국.

    위치: Talent KR S2 - 3일 전

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    Job Description

    [ 주요직무 ]

  • 제조업의 자동 외관 검사(Automatic Visual Inspection) 문제 해결을 위한 Deep Learning 방법론 탐색, 구현, 실험 수행 및 결과 분석 (e.g. Vision Transformer등)
  • Deep Learning 방법론에 대한 데모 프로그램 제작 및 제품화 코드 작성(Python)
  • 다양한 종류의 제조업 이미지 데이터에 대한 탐색, 분석 및 전처리 모듈 구현
  • 최신 Deep Learning 논문 리뷰 및 내/외부 기술 세미나 참여
  • [ 필수조건 ]

  • Deep Learning 과제또는 프로젝트 수행 경험
  • PyTorch, TensorFlow 등 주요 Deep Learning 프레임워크 사용 능력
  • [ 우대조건 ]

  • Deep Learning 유관 전공석사이상의 학위또는 3년 이상의 유관업무 경력
  • Deep Learning 관련메이저 저널 또는 컨퍼런스 논문실적(주저자, accept 기준)
  • Kaggle등의 Data Science Competition 참여 경험
  • 이미지 인식(Image Recognition) 관련 연구 경험
  • 산업 속 현실 문제들을 Deep Learning 문제로 재정의하고, 이를 해결하기 위한 방법론을 효과적으로 검증하기 위한실험을 설계하는 능력
  • 업무관련 영어 회화/작문 능력
  • [ 전형절차 ]

  • 서류심사 > 전화면접 > 1차 기술면접 > 프로젝트 과제(7일 내외) > 2차 기술면접 > 최종 합격
  • [서류 제출 ]

  • 필수 1. 이력서(자유 서식): 학력,경력 및 보유 스킬 중심
  • 필수 2. 포트폴리오(자유 서식): Deep Learning연구 유관 과제또는 프로젝트 중심
  • 각 과제/프로젝트 별 필수 서술 항목:문제 정의,데이터셋,실험 방법론,실험 결과 분석 등

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