Overview
Research Engineer - Semiconductor Device and Circuit Modeling at Emmi AI
At Emmi AI, we are redefining how industries innovate. Traditional simulations are slow, expensive, and computationally heavy. We make them fast, scalable and intelligent! Our AI-Powered physics architecture and models unlock Real-time interaction, slashing simulation times from days to seconds.
The opportunity
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.
What we offer
- Hybrid Work Model: Work from any EU time zone with connection to our Linz hub for in-person collaboration. Typically in Austria once a month for 3–4 days.
- Research Hub in Austria: Our hub in Linz, near Vienna, with easy access to the rest of Europe.
- Impact: Shape the future of industrial AI and drive meaningful projects within a dynamic team.
- Growth & Learning: Attend conferences like NeurIPS and participate in a research-focused environment.
- Competitive & personalized Benefits: A compensation package tailored to diverse needs, with flexibility and equity options as we grow.
About you
- You have a strong background in multiscale and multiphysics simulations of semiconductor materials relevant for device and circuit modeling, capable of identifying limitations of state-of-the-art methods.
- You are passionate about ML approaches and their potential to massively improve models 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 advances to our projects.
- You are willing to dig deeper and conduct the required research to advance problems when current state-of-the-art is not ready.
You are especially excited about at least some of the following topics:
- Creating value for customers by solving pain-points and enabling new business opportunities.
- Physics AI for imitating large-scale numerical simulations with AI
- Developing and executing long-term, market-relevant research visions.
Emmi AI is 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.
Employment details
- Seniority level: Not Applicable
- Employment type: Full-time
- Job function: Other
- Industries: Software Development
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