Stage - Agentic AI Workflows for Simulation f/m - Strategic Student Program

Siemens Digital Industries Software; Toulouse; Hybrid; EUR 12,000 - 15,000; Full time

Benefits offered by this job

Meal vouchers

Siemens Learning Hub access

Professional development opportunities

Mentorship from experienced staff

Job summary

Siemens Digital Industries Software is offering a 6-month Strategic Student Program internship in France (Chatillon or Toulouse). You will design agentic workflows to automate numerical simulations, orchestrate AI agents with industry tools, and collaborate with a global team.

The role emphasizes Python development, AI agent concepts, and integration across HyperMesh, Simcenter3D, and OptiStruct. Hybrid by default with strong mentorship and learning opportunities.

Qualifications

• Pursuing a Master’s degree (Bac+5) in France in relevant fields.
• Strong interest in numerical simulation and automation.
• Knowledge of Python development is required.
• Curiosity about AI agents, LLMs, and workflow orchestration.
• Fluent in French and English; good teamwork skills.

Responsibilities

• Design agentic workflows for numerical simulation activities.
• Create AI agents for planning, execution, supervision, and optimization of tasks.
• Integrate simulation tools into automated processing chains.
• Develop interfaces between AI agents, models, and solvers.
• Capture expert knowledge to build reusable intelligent assistants.
• Evaluate productivity and robustness of autonomous workflows.
• Create demonstrators for multi-agent and generative AI in digital engineering.

Skills

Python development

Numerical simulation

Automation

AI agents

Team collaboration

Education

Master's degree (Bac+5) in mechanical / aerospace / industrial engineering / computer science / AI

Tools

HyperMesh

HyperView

Simcenter3D

Simcenter Amesim

OptiStruct

Job description

Company Overview

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.

Start your career with the Strategic Student Program (SSP)

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.

Topic:

Use of Simcenter SIM AIAgents to develop workflows around HyperMesh,HyperView, andstructural mechanics, fluid, orthermal solvers.

Position Overview

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.

You will work with several simulation and digital engineering solutions, including:

• 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.

Key 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.

This 6-month internship is based in Châtillon (Paris area, France) or in Toulouse (France) and starts from January 2027.

Qualifications

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.

Why Us

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!

Diversity & Inclusion

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.

Internship stipend

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.

Siemens Software. Transform the Everyday

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