You will get the chance to conceptualize and develop Physics AI surrogate models bridging the gap between basic research and real-world applications for semiconductor device and circuit modeling. Together, we will push the boundaries of current SOTA AI-based simulation technologies and publish at top-tier ML/AI venues (e.g., NeurIPS, ICML, ICLR). You’ll utilize tools like PyTorch, JAX, and OpenFOAM on large-scale compute clusters, and thousands of CPU cores as an enabler for our projects and research. We love AI, and have fun at work. This may manifest in things like… * … you value the beauty of smooth gradient norm curves as others do van Gogh paintings. * … you get uneasy when seeing idling nodes in our compute cluster. * … your mood is inversely proportional to the validation loss of your latest train run. * … tackling our most exciting problems as a team supporting each other when things get tricky. * … you tell all your family at dinner about the impeccable compositional structure of your well-documented Python code. * … but still value a healthy work life balance and care about the social impact of your work. If you identify yourself with the above, scroll down! What we offer: * Hybrid Work Model: Work from Paris or Linz (easily accessible from Vienna) in a hybrid setup that balances in-office collaboration with remote flexibility. We value face-to-face teamwork while giving you flexibility in how you structure your week. * Impact: Shape the future of industrial AI and drive meaningful projects. Enjoy the agility and impact that comes with being part of a dynamic, early-stage team. * Growth & Learning Opportunities: Attend conferences like NeurIPS, participate in offsites, and work in an environment that prioritizes research and continuous learning. * Competitive & Personalized Benefits: A compensation package tailored to your needs and circumstances. As an early-stage company, we offer flexibility and are committed to shaping benefits that work best for our growing team, including VSOP. What drives us: * Curiosity & Forward Thinking: We're always looking for fresh ideas, ready to question conventional approaches and bring creativity to AI and industrial applications. * Team Collaboration & Respect: We're team-oriented, value others' perspectives, and support each other's success to drive Emmi AI's goals. * Integrity & Accountability: We take ownership of our work and uphold high standards, whether collaborating within the team or with customers. * Adaptability, Resilience & Problem Solving: We thrive in a dynamic, fast-paced environment, approaching challenges with a "how can we make this work?" mindset while staying resilient and adaptable to shifting priorities. * Customer Focused: We're passionate about understanding what our customers need and creating solutions that make a real impact in their world. * You have a strong background in multiscale and multiphysics simulations of semiconductor materials relevant for device and circuit modeling. This allows you to identify limitations of state-of-the-art methods. * You are passionate about ML approaches and their potential to massively improve current models for and simulations of semiconductor materials. * You love engineering and coding and appreciate a clean solution even within research projects. * You are excited about bridging the gap between basic research and real world applications bringing the latest technological advances to our projects. * In cases where the state of the art is not ready for a problem you can’t wait to dig deeper, to do the required research to advance it and get the problems solved. You are especially excited about at least some of the following topics: * Creating value for customers by solving pain-points and enabling new business & product opportunities. * Physics AI for imitating large-scale numerical simulations with AI * Developing and executing long-term, market-relevant research visions. At Emmi AI, we are committed to building a diverse and inclusive team. We welcome diverse perspectives, backgrounds, and experiences, believing they drive innovation and creativity. We encourage all qualified candidates to apply, regardless of race, ethnicity, gender, disability, age, or background.