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GMTCK] VDDV 경력사원 모집_6Level

  • Location
    • Incheon, Incheon
  • Schedule Full time
  • Posted

Description

Onsite - This Position requires an employee be onsite an average of three (3) days each week. (인천시 부평)

The Role

AI / ML Engineer for Virtual Vehicle Development
가상 차량 개발 업무 효율성 향상을 위한 Method와 Tool을 개발하는 업무를 수행하며, 해석(CAE) 전/후 처리 과정에서 발생하는 데이터를 활용하여 딥러닝 모델을 구축하고 친사용자 환경의 Tool 개발 및 적용

What You’ll Do

- 차량 개발과정에 수반되는 해석(CAE) 업무의 일부를 지원하거나 대체할 수 있는 우수한 성능의 CAE 데이터 기반 딥러닝 기반 모델을 개발하고 적용함.

*Unstructured data – 3D Mesh, ASCII file, Image, time-series dataset, etc.

*Structured data – csv/excel files based structured feature dataset, etc.

- CAE/CAD software에서 지원되는 다양한 API를 활용한 코딩으로 해석 업무 (전처리/후처리)를 자동화할 수 있는 tool 들을 개발하고 적용함.

Additional Description

Your Skills & Abilities (Required Qualifications)​​  -

- Python, Java, Visual Basic, C, etc. 중 최소 1개 이상의 프로그래밍 언어 숙련자

-딥러닝 개발/적용 실무 3년 이상의 경력 or 딥러닝 분야 석사이상 학위 소지자

- Pytorch/Tensorflow를 이용한 딥러닝 모델 및 데이터 파이프라인 구축 경험 (CNN, LSTM, GNN, etc.)

- 통계와 머신러닝에 대한 실무적 이해도와 지식

- 해외여행에 결격 사유가 없는 자

- 한국어/영어 비즈니스 소통 능력

What Will Give You A Competitive Edge (Preferred Qualifications)​-  

-  Graph Neural Network 혹은 3D mesh 관련 딥러닝 모델 개발 경험

-  CAE/CAD software (Hypermesh, ANSA/META, LS Dyna, UG, etc.) 의 API를 활용한 tool 개발 경험자

-  최신 딥러닝 논문을 study 하여 코드로 구현할 수 있는 능력

-  자동차 산업 분야에서의 근무/인턴 경험

ETC-

•   접수마감: 2024년  4월  14 (일) 자정까지
•   접수방법: GM Career Site  온라인 지원 및 접수  (국문이력서 및 자기소개서 첨부 ) 
    -우편, E-mail 및 방문접수는 받지 않으니 유의하시기 바랍니다.
•  전형절차: [지원서 접수] → [서류심사] → [Phone Screen & Video Assessment] → [면접] → [신체검사] → [최종합격]
•   지원서 제출이 완료되면 입력하신 개인메일로 채용절차 진행을 위해 개인정보 동의서가 발송되오니, 개인정보 동의서까지 제출이 완료 된 이후 정상적으로 채용절차가 진행됩니다. (You will receive the PI agreement after application submission. Your documents will be reviewed only when the PI agreement is submitted)
•  지원서 제출 후 첨부 파일 추가 및 수정하기 위해  "지원서 철회"를 하실 경우 같은 포지션 재 지원이 불가하오니, 채용매니저에게 메일로 변경사항 전달 해 주시기 바랍니다. 
•   취업보호 대상자는 관련 법에 의거하여 우대합니다.
•  PLEASE ONLY APPLY IF YOU DO NOT NEED SPONSORSHIP TO WORK IN SOUTH KOREA NOW OR IN THE FUTURE. WE ARE UNABLE TO CONSIDER CANDIDATES WHO REQUIRE SPONSORSHIP. 
•   기재하신 지원사항 및 자격사항이 사실과 다를 경우 합격이 취소될 수 있습니다.
•   기타 궁금한 korea.recruit@gm.com 로 문의해주시기 바랍니다.
 

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