Senior AI FEM Simulation Engineer

Stack

Responsibilities

• ▹Simulate complex structural systems, finding efficient solutions for nonlinearities in geometries, contacts and materials
• ▹Data processing, data analysis, feature engineering, AI modeling and AI model optimization in the domain of structural simulation
• ▹Design and implement efficient AI algorithm solutions based on domain knowledge and database features to improve simulation efficiency
• ▹Track international cutting-edge AI technologies and explore innovative AI+simulation application scenarios
• ▹Work closely with the simulation engineer team to develop intelligent simulation tools and optimize the simulation process

Requirements

• ▹Master's degree or above in material science, mechanical engineering, computer science or similar
• ▹Proficient in mathematical foundations such as numerical analysis, machine learning theory and probability and statistics
• ▹Proficient in material mechanical behaviors and different types of constitutive functions
• ▹Familiar with finite element analysis theory and its application in engineering simulation
• ▹Familiar with the principles of LLMs and Graph Neural Networks
• ▹Proficient in programming languages such as Python and C++, with good code development capabilities
• ▹Proficient in commercial simulation software such as Abaqus, COMSOL or ANSYS
• ▹Familiar with mainstream machine learning frameworks
• ▹Familiar with mainstream database management frameworks

Nice to have

• ▹Practical experience in AI+FEM simulation projects
• ▹Experience in large-scale data processing and model optimization
• ▹Experience with LLMs or Graph Neural Networks

Soft skills

What we offer

• ▹Full-time, permanent position at the Helsinki office
• ▹Occupational healthcare
• ▹Performance-based bonus
• ▹Culture and sports benefits
• ▹Team activities and celebrations
• ▹Employee recognition programs
• ▹Daily office breakfast and snacks
• ▹Support for continuous learning and room to explore new ideas

About the company

Huawei is a global provider of ICT infrastructure and smart devices. The Helsinki Hardware and System Lab brings together specialists in engineering, simulation, materials and AI; the Finland research center was established in 2012.