Stage - Agentic AI Workflows for Simulation f/m - Strategic Student Program
Siemens Digital Industries Software
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Job summary
Siemens Digital Industries Software is seeking an intern to contribute to AI-driven workflows for numerical simulation. You will design, develop, and validate agentic processes that orchestrate model preparation, execution, and results analysis in collaboration with an orchestrator.
Based in Châtillon or Toulouse, you will work with HyperMesh, Simcenter3D, OptiStruct, Python, and APIs to build intelligent assistants that capture best practices and boost engineering productivity while learning
Qualifications
- Currently pursuing a Master's degree (Bac+5) in France with focus on mechanical/ aerospace/ industrial engineering, computer science, AI, or data science.
- Strong interest in numerical simulation, automation, and artificial intelligence.
- Knowledge of Python development.
- Experience with simulation tools such as HyperMesh, HyperView, Simcenter3D, Simcenter Amesim, OptiStruct or equivalent.
- Curiosity about AI agents, LLMs, generative AI, and workflow orchestration concepts.
- Fluent in both French and English, enabling effective team collaboration.
- Ability to work autonomously as well as collaboratively with mentors and team members.
Responsibilities
- Design and develop agentic workflows for numerical simulation activities.
- Create AI agents capable of planning, executing, supervising, and optimizing engineering tasks.
- Integrate different simulation tools into automated processing chains.
- Develop interfaces between AI agents, digital models, and computational solvers.
- Formalize and capture expert knowledge to transform it into reusable intelligent assistants.
- Evaluate the productivity, robustness, and quality gains delivered by autonomous workflows.
- Create innovative demonstrators illustrating the application of generative AI and multi-agent systems to digital engineering.
Skills
Education
Tools
Job description
Siemens Digital Industries Software is a leading provider of solutions for the design, simulation, and manufacture of products across many different industries. Formula 1 cars, skyscrapers, ships, space exploration vehicles, and many of the objects we see in our daily lives are being conceived and manufactured using our Product Lifecycle Management (PLM) software.
Siemens Digital Industries Software is a leading provider of solutions for the design, simulation, and manufacture of products across many different industries. Formula 1 cars, skyscrapers, ships, space exploration vehicles, and many of the objects we see in our daily lives are being conceived and manufactured using our Product Lifecycle Management (PLM) software.
The Strategic Student Program is our formal internship program globally. You will be mentored by guides and gain invaluable professional experience. At Siemens, SSP interns get access to an international student network and community, career development opportunities with professional growth pathways, comprehensive practical training throughout the program, access to the Siemens Learning Hub and other training materials, and the opportunity to collaborate on exciting projects within a global, diverse team.
Use of Simcenter SIM AIAgents to develop workflows around HyperMesh,HyperView, andstructural mechanics, fluid, orthermal solvers.
As part of our innovation activities in Artificial Intelligence applied to engineering, we are looking for an intern to contribute to the development of agentic workflows designed to automate and enhance numerical simulation processes.
The objective of this internship is to design, develop, and validate AI agents capable of autonomously orchestrating the different stages of a simulation process, from model preparation to results analysis. These agents will collaborate within an orchestrator to automate complex tasks, capture expert best practices, and improve the productivity of engineering teams. The use case will be based on a real industrial project with one of our partners.
- HyperMeshfor preparing and automating computational models.
- Simcenter3D for configuring, running, and post-processing simulations.
- OptiStructand other specialized solvers for structural and multidisciplinary analyses.
- SIM AI Agentsand their orchestration mechanisms for creating intelligent agents.
- Python, APIs, and integrationtools for connecting engineering applications with artificial intelligence services.
- Design and develop agentic workflows for numerical simulation activities.
- Create AI agents capable of planning, executing, supervising, and optimizing engineering tasks.
- Integrate different simulation tools into automated processing chains.
- Develop interfaces between AI agents, digital models, and computational solvers.
- Formalize and capture expert knowledge to transform it into reusable intelligent assistants.
- Evaluate the productivity, robustness, and quality gains delivered by autonomous workflows.
- Create innovative demonstrators illustrating the application of generative AI and multi-agent systems to digital engineering.
Currently pursuing a Master's degree (Bac+5) in France with a focus on mechanical engineering, aerospace engineering, industrial engineering, computer science, artificial intelligence, data science, or an equivalent field.
- Strong interest in numerical simulation, automation, and artificial intelligence.
- Knowledge ofPython development.
- Experience with simulation tools such as HyperMesh, HyperView, Simcenter3D, SimcenterAmesim, OptiStruct, orequivalent solutions is an advantage.
- Curiosity about AI agents, large language models (LLMs), generative AI, and workflow orchestration concepts.
- Fluent in both French and English, enabling effective team collaboration.
- Ability to work autonomously as well as collaboratively with mentors and team members.
At Siemens Software, flexibility is how we work - hybrid by default, built on trust and autonomy. Together, 30,000 people across more than 200 countries build technology that shapes the real world.
You will grow through real projects, strong technical peers, and global mobility, backed by the scale and benefits of an industrial software leader. We're committed to equality and inclusion, and we hire based on merit, skills, and impact. Bring your curiosity and creativity and help us shape tomorrow!
We value equal opportunities and welcome applications from all talented individuals. At Siemens, we believe people who've had real experiences dealing with being different will excel as leaders. Let's foster a culture of creativity and innovation. We are an equal opportunity employer and do not discriminate based on race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.
This Strategic Student Program internship offers a gross monthly stipend of 1200 € plus meal vouchers or free canteen. Additional benefits include access to the Siemens Learning Hub, professional development opportunities, and mentorship from experienced professionals.
#SSP
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