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