Senior Software Developer
ANSYS, Inc
Taipei, Hsinchu, Taiwan, Taiwan
2天前

SUMMARY

The Senior Software Developer performs design, implementation and maintenance of features related to machine learning and integration of Electronic Design Automation (EDA) software.

RESPONSIBILITIES

  • Develop predictive model for various analysis solutions by using machine learning and analytical techniques
  • Research machine learning applicable scenario for EDA domain
  • Collaborate with product engineering teams to drive real-time model implementations and new feature creations
  • Design efficient / scalable processes for large scale data analyses, model development, model validation and model implementation
  • Analyze and improve efficiency, scalability, quality of machine learning algorithm results and stability of various deployed systems.
  • Perform complex bug verification, release testing, and beta support for assigned products.
  • Research and develop solutions to problems discovered by QA or product support.
  • Conduct unit testing and integration testing for functionality and limits.
  • MINIMUM QUALIFICATIONS

  • Master's degree in Computer Science / Engineering, Electronic Engineering plus a minimum of 6 years of software development experience
  • Expertise in C / C++ and Python programming under Linux environment with strong algorithm implementation ability.
  • Familiarity with deep learning / machine learning frameworks like TensorFlow, PyTorch, Scikit Learn, AutoML is a plus
  • Strong passion and interest in machine learning or deep learning development
  • Excellent technical knowledge in software development methodologies, design and implementation
  • Excellent communication and interpersonal skills, with the ability to work collaboratively in a geographically distributed organization
  • PREFERRED QUALIFICATIONS

  • PhD in Computer Science / Engineering, Electronic Engineering plus a minimum of 2 years’ software development experience
  • Experience in machine learning or deep learning research and development for EDA software
  • Familiarity with deep learning algorithms development with a big data approach to complex chip design is a plus
  • Familiarity with Probabilistic Graphical Models in Machine Learning is a plus
  • Familiarity with Visualization Techniques is a plus
  • Familiarity with EDA software (like ANSYS Redhawk, Totem) is a plus
  • CULTURE AND VALUES

    Culture and values are incredibly important to ANSYS. They inform us of who we are, of how we act. Values aren't posters hanging on a wall or about trite or glib slogans.

    They aren't about rules and regulations. They can't just be handed down the organization. They are shared beliefs guideposts that we all follow when we're facing a challenge or a decision.

    Our values tell us how we live our lives; how we approach our jobs. Our values are crucial for fostering a culture of winning for our company :

  • Customer focus
  • Results and Accountability
  • Innovation
  • Transparency and Integrity
  • Inclusiveness
  • Sense of urgency
  • Collaboration and Teamwork
  • ANSYS does not accept unsolicited referrals for vacancies, and any unsolicited referral will become the property of ANSYS.

    Upon hire, no fee will be owed to the agency, person or entity.

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