데이터디자인 엔지니어링

AI&Algorithm Developer for Structural Optimization

데이터디자인엔지니어링

235

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상시채용

6월 30일 게시

경력

2~5년차

근무지역

기타

학력

근무형태

정규직

직무

머신러닝 엔지니어

<div style="font-family: sans-serif; line-height: 1.6; padding: 20px;"><div style="margin-bottom: 40px;"><h2 style="font-size: 22px; margin-bottom: 16px; font-weight: bold; color: #333;">주요업무</h2><div style="color: #333;"><ul><li>Develop and implement optimization algorithms to auto-</li></ul><p>matically generate a lightweight structure that satisfies the</p><p>working load and constraints.</p><p><br/></p><ul><li>Utilize Al/ML techniques to enhance the efficiency and op-</li></ul><p>timize the generated structure.</p><p><br/></p><ul><li>Optimize and refine generated models based on FEA vali-</li></ul><p>dation results.</p><p><br/></p><ul><li>Conduct Finite Element Analysis (FEA) to validate structural</li></ul><p>solidity and performance if necessary.</p><p><br/></p><ul><li> Stay updated with the latest advancements in Al, optimiza-</li></ul><p>tion algorithms, and FEA methodologies.</p></div></div><div style="margin-bottom: 40px;"><h2 style="font-size: 22px; margin-bottom: 16px; font-weight: bold; color: #333;">자격요건</h2><div style="color: #333;"><ul><li>Work Experience: At least 1 year.</li></ul><p><br/></p><ul><li>Communication Skills: Proficiency in both spoken and</li></ul><p>written English is required.</p><p><br/></p><ul><li>Background: B.S. or M.S. in Mechanical Engineering, Aero-</li></ul><p>space Engineering, Structural Engineering, Computational</p><p>Mechanics, Computer Science or related field.</p><p><br/></p><ul><li>Mathematics: Solid understanding of linear algebra and</li></ul><p>solid geometry.</p><p><br/></p><ul><li>Machine Learning Fundamentals: Hands-on experience in</li></ul><p>Al/ML techniques (e.g., PCA, SVM, clustering models).</p><p><br/></p><ul><li>Programming: Proficiency in Python and relevant libraries</li></ul><p>such as NumPy, SciPy, Trimesh, TensorFlow, PyTorch.</p><p><br/></p><ul><li>CAD/CAE: Experience with CAD modeling tools (e.g., Solid-</li></ul><p>works, Creo, Fusion 360) and FEA tools (e.g., Abaqus,</p><p>ANSYS).</p><p><br/></p><ul><li>Problem-Solving and Analytical Skills: Strong prob-</li></ul><p>lem-solving, analytical skills and ability to work inde-</p><p>pendently or in a collaborative environment.</p></div></div><div style="margin-bottom: 40px;"><h2 style="font-size: 22px; margin-bottom: 16px; font-weight: bold; color: #333;">우대사항</h2><div style="color: #333;"><ul><li> Hands-on experience in Al/ML applications (e.g., Reinforce-</li></ul><p>ment Learning) related to structural optimization.</p><p><br/></p><ul><li> Hands-on experience in Unsupervised Learning methods to</li></ul><p>generate skeletal meshes from point clouds.</p><p><br/></p><ul><li> Knowledge on structural dynamics and vibration.</li></ul></div></div><div style="margin-bottom: 40px;"><h2 style="font-size: 22px; margin-bottom: 16px; font-weight: bold; color: #333;">채용절차</h2><div style="color: #333;"><p><br/></p><ul><li>Document Screening > Technical Interview > Culture Fit Interview > Employmant</li><li>Include details of your roles and main tasks in previous projects in your resume.</li></ul></div></div></div>