R&D Engineer II; AI Simulation Engineer

R&D Engineer II (AI Simulation Engineer) – Synopsys Inc

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At Synopsys, we drive the innovations that shape the way we live and connect. Our technology is central to the Era Of Pervasive Intelligence, from self-driving cars to learning machines. We lead in chip design, verification, and IP integration, empowering the creation of high-performance silicon chips and software content. Join us to transform the future through continuous technological innovation.

You are a forward-thinking engineer who thrives at the intersection of artificial intelligence and advanced simulation technology. Your curiosity fuels your drive to push boundaries and create solutions that make complex engineering accessible to all. You bring a strong foundation in computer science or engineering, paired with hands‑on experience in technical software development—whether through academic research, industry projects, or open-source contributions.

You are passionate about leveraging AI and machine learning to enhance usability and performance in simulation tools, and you’re excited by the prospect of democratizing these tools for broader audiences. Collaboration comes naturally to you, and you believe that the best ideas emerge from diverse, multidisciplinary teams. You are comfortable navigating ambiguity and thrive in fast‑paced environments where early-stage ideas can quickly evolve into game‑changing features.

Your communication skills enable you to articulate complex technical concepts with clarity, fostering effective teamwork across distributed groups. You are eager to continuously learn, stay updated on the latest advancements in AI, simulation, and software development, and proactively share your insights to help shape the future of engineering solutions.

• Designing, implementing, testing, and maintaining software modules with a focus on integrating AI capabilities into physics-based simulation workflows.
• Collaborating with senior engineers and domain experts to translate technical requirements into functional, robust software components.
• Refining prototypes for AI-driven features, assisting in their transition from concept to production-ready code.
• Staying current with the latest advancements in AI, machine learning, and simulation technologies, and proposing innovative ideas to enhance product capabilities.
• Participating in code reviews and technical discussions to ensure high-quality deliverables and adherence to best practices.
• Working under the general supervision of a development manager, while proactively contributing to team goals and project milestones.

• Accelerate the integration of AI technologies into next-generation simulation products, making advanced engineering tools more usable and accessible.
• Enable customers to tackle complex simulation challenges through intuitive, AI-powered features.
• Drive innovation in physics-based modeling, contributing to the democratization of simulation for diverse industries and user groups.
• Enhance the performance and scalability of simulation software, supporting applications in automotive, aerospace, and electronics design.
• Help shape the future direction of Synopsys’ simulation products through your technical expertise and creative problem-solving.
• Foster a culture of continuous improvement, learning, and collaboration within a high-performing engineering team.

• BS in Computer Science, Applied Mathematics, Engineering, or a related field with 2 years of experience, or MS in a relevant discipline.
• Demonstrated experience in technical software development (academic, research, or industry projects).
• Familiarity with modern software development practices, including agile methodologies, version control, and code review.
• Strong background in AI/ML frameworks, including experience with large language models.
• Proficiency with Python and frameworks such as PyTorch or Tensor Flow.
• Preferred:
  Knowledge of physics-based simulation tools (LS-DYNA, Ansys), CAD modeling, CFD, real-time simulation, optimization workflows, or generative design.

• Collabo…