Description
You are a passionate and analytical R&D engineer who thrives at the intersection of AI/ML and 3D discrete geometry processing. With a strong foundation in engineering, computer graphics, computational geometry, or mathematics, you are ready to tackle complex problems in simulation model creation and discretization.
Responsibilities
- Researching, designing, and implementing algorithms for 3D geometry processing and mesh generation incorporating AI/ML to increase automation and robustness.
- Developing innovative solutions for surface reconstruction, Delaunay meshing, feature classification, shape analysis, and model simplification using state-of-the-art techniques.
- Collaborating closely with the meshing software development team to plan, create, and evolve simulation software capabilities.
- Writing efficient, maintainable code in Python and C/C++ for production-grade simulation tools.
- Analyzing simulation models and discretization workflows to identify opportunities for automation and simplification.
- Participating in code reviews, knowledge sharing, and cross-functional brainstorming sessions to foster team growth and innovation.
The Impact You Will Have
- Accelerating the adoption of AI/ML technologies within simulation software, making model creation faster and more accessible.
- Enabling engineers and researchers to solve complex geometric and numerical problems more efficiently.
- Improving the accuracy and performance of simulation models through advanced mesh generation techniques.
- Driving innovation in the field of computational geometry and simulation technology.
- Contributing to the development of robust, scalable software solutions used by leading companies worldwide.
- Helping Synopsys maintain its leadership in high-performance simulation and design automation tools.
Requirements
- BS in Engineering, Computer Graphics, Computational Geometry, Mathematics, or related field with 5+ years’ experience, MS degree with 3+ years of experience, or PhD with 1+ year of experience.
- Expertise in AI/ML applications for 3D geometry processing.
- Proficient software development skills, especially with Python and C/C++.
- Solid understanding of geometry processing, mesh generation, and numerical methods.
- Strong analytical and problem-solving abilities, with a track record of overcoming technical challenges.
Benefits
- Comprehensive medical and healthcare plans that work for you and your family.
- In addition to company holidays, we have ETO and FTO Programs.
- Maternity and paternity leave, parenting resources, adoption and surrogacy assistance, and more.
- Purchase Synopsys common stock at a 15% discount, with a 24-month look-back.
- Save for your future with our retirement plans that vary by region and country.
- Competitive salaries.
This listing is enriched and indexed by YubHub. To apply, use the employer's original posting:
https://careers.synopsys.com/job/montigny-le-bretonneux/r-and-d-staff-engineer-ai-ml-discrete-geometry-processing/44408/93169653184