Senior ML Engineer for Mechanical Simulation Flexible Work

AutoForm Development GmbH; Zürich; Vor Ort; CHF 110.000 - 140.000; Vollzeit

Zusammenfassung

AutoForm Development GmbH in Zürich is seeking a (Senior) Software Engineer (m/f) 80–100% to advance ML-based mechanical simulation. You will develop machine-learning methods for speeding FE simulations, integrate ML inference into production-grade software, and collaborate across BiW, simulation tech, and software engineering teams in an agile SCRUM environment.

Ideal candidates hold a degree/ PhD in a relevant field, have extensive ML experience in mechanical simulations, and are proficient in

Qualifikationen

• Degree or doctorate in computer science, engineering, computational mechanics, applied mathematics, physics, or a related natural science
• Extensive experience applying machine learning methods to mechanical or physical simulation problems
• Solid understanding of numerical methods for engineering applications
• Practical experience with computational geometry, including efficient geometric and topological algorithms
• Strong programming skills in Python and C/C++
• Confidence to work with large code bases and to develop robust, maintainable software components
• Team player with a strong commitment to problem solving and collaboration
• Fluent English required; German is a plus

Aufgaben

• Extend and automate synthetic training and validation datasets
• Optimize ML-models with respect to accuracy, robustness, generalization capability, and inference cost
• Integrate ML inference into FE solver towards production-ready industrial software solution
• Work closely with experts in BiW, simulation technology, software engineering and machine learning in an agile SCRUM-based setup

Kenntnisse

Python

C/C++

Machine learning

Numerical methods

Engineering intuition

Team collaboration

English proficiency

Ausbildung

Degree/PhD in CS/Engineering/Computational mechanics

Applied mathematics/Physics background

Jobbeschreibung

AutoForm Development GmbH in Zürich is seeking a (Senior) Software Engineer (m/f) 80–100% to advance ML-based mechanical simulation. You will develop machine-learning methods for speeding FE simulations, integrate ML inference into production-grade software, and collaborate across BiW, simulation tech, and software engineering teams in an agile SCRUM environment.

Ideal candidates hold a degree/ PhD in a relevant field, have extensive ML experience in mechanical simulations, and are proficient in