Image and Machine Learning Technical Manager

☞ TSMC

Visualizza: 152

Giorno di aggiornamento: 05-11-2024

Località: Hsinchu City

Categoria: Produzione / Funzionamento Alta tecnologia Meccanico / Tecnico Elettrico / Elettronico R & D

Industria: Semiconductor Manufacturing

Posizione: Mid-Senior level

Tipo di lavoro: Full-time

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Contenuto del lavoro

Responsibilities

  • Research and develop techniques in image and machine learning, including image segmentation, object recognition, target tracking, and machine learning algorithms.
  • Analyze and evaluate the limitations and flaws of current technology, and propose new solutions to advance the field.
  • Build machine learning models to identify patterns and rules from large sets of data, improving data processing and analysis efficiency.
  • Collaborate with team members, coordinate and manage research projects, and prioritize work according to project goals and timelines.
  • Write research papers and participate in academic conferences and seminars to present technical articles and speeches.

    • Qualifications

  • PhD degree in computer science or related fields.
  • Relevant research and practical experience in image and machine learning, and the ability to independently execute research projects such as image labeling by CNN or optimization by ResNet or style transfer.
  • Proficiency in programming skills, with familiarity in mainstream programming languages and software such as Python, C++, TensorFlow, and Keras.
  • Optics-related domain knowledge like Fourier optics or optical simulation experience (optional).
  • Excellent English skills, including the ability to read, write, speak, and present academic papers and technical reports.
  • Team player with strong communication, collaboration, and project management skills.

    • Thank you for your interest in TSMC. Our recruiting team will carefully review each application. We will contact you within 1 month if we are likely to move forward with you for this position.

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    Scadenza: 20-12-2024

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