AI Research Scientist

5 개월전에


Seoul, 대한민국 Cognex 풀타임

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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