[2023 Internship] CAD Machine Learning Engineer (PTD/CAD)
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Location: Singapore
Category: Science
Industry:
Salary: Negotiate
Job content
Branch
Singapore
Job Category
Chip Design
Experience
No Work Expe.
Education
Bachelor’s Degree
Job Description
• Design, develop and improve machine learning system
• Work closely with Data engineer on Data and ML pipelines
• Study, transform, convert and select data sets
• Visualize data for deeper insights
• Research and implement appropriate ML algorithms and tools
• Run machine learning tests and experiments
• Train/re-train ML models/system when necessary
• Analyze errors and fine-tune to overcome the errors
• Build/improve existing ML frameworks and libraries
• Proficiency in Python and hands on experience with Python libraries such as numpy, pandas, matplotlib
• Excellent communication skills, self-motivated and well-organized
• Can-do attitude, willing to learn and always curious
• Experience in using ML framework (Scikit-learn, Pytorch, Tensorflow, Keras) is a plus
• Knowledge with SQL database, MongoDB and cloud infrastructure (GCP) is a plus
• Coursework related to integrated circuit design or semiconductor physic is a plus
Interested applicants, kindly send a copy of your CV and academic transcript to *************@mediatek.com
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