Neodustria

🌐 Industrial Simulation Engineer (Python/C++ for Industrial AI) Verticals: Automotive / Construction / Railway / Naval / Aviation / Aerospace 📍 Remote | Minimum of 2 years experience | Full-Time 📅 Applications close: August 30, 2025 About the Role Neodustria is hiring Simulation Engineers to build the computational backbone of our AI-native engineering platform. You will develop, implement, and deploy sophisticated physics-based and machine-learning simulations that solve critical challenges in heavy industries. This is a hands-on coding role for builders. We are seeking engineers who write Python or C++ to create and automate simulations, not operators who primarily use GUI-based software like ANSYS Workbench, Abaqus, or CATIA. You will transform complex industry requirements into robust, scalable code that serves as the intelligence engine for your vertical (e.g., Automotive, Construction, Railway). You’ll be embedded in a Vertical Cell , working closely with our AI, Platform, and Sales teams to build the future of industrial simulation from the ground up. What You’ll Do (Responsibilities) Develop & Implement Simulations: Write clean, high-performance Python and/or C++ code to create physics-based (FEA, CFD, Thermodynamics) and data-driven (ML/DL/RL) simulation models. Integrate Solvers: Automate and integrate open-source solvers (e.g., OpenFOAM, Code_Aster, EnergyPlus ) into our cloud platform using APIs and scripting. Build ML Models: Design, train, and deploy machine learning models (e.g., Graph Neural Networks, Transformers, surrogate models) to predict engineering outcomes, replacing or augmenting traditional solvers. Translate Theory to Code: Convert engineering standards (ISO, Eurocodes, etc.) and first-principle physics into validated computational models. Own Simulation Scenarios: Take full ownership of implementing and validating simulation scenarios, like the ones detailed in our project files, from initial concept to production deployment. Collaborate on Data Pipelines: Work with the AI Cell to structure and process simulation data (inputs, outputs, mesh data) for training next-generation AI models. Core Qualifications (Must-Haves) ✅ 2+ years of professional experience with a strong focus on Python or C++ for scientific or engineering applications. ✅ A strong portfolio or track record of building simulation tools, custom solvers, or complex ML models from scratch. ✅ Solid foundation in numerical methods, linear algebra, and data structures. ✅ Proven experience in at least one of the following domains: Physics-Based Simulation: Programmatic experience with FEA, CFD, or thermodynamics (e.g., building pre/post-processors, scripting solvers, developing custom physics modules). Machine Learning: Experience applying ML to scientific/engineering problems (e.g., surrogate modeling, physics-informed neural networks, reinforcement learning for design optimization). Preferred Qualifications (Nice-to-Haves) 👍 Experience scripting or contributing to open-source solvers like OpenFOAM, Code_Aster, CalculiX, EnergyPlus, OpenSeesPy, or Project Chrono . 👍 Proficiency with scientific computing libraries ( NumPy, SciPy, Pandas ) and ML frameworks ( PyTorch, TensorFlow, JAX, Scikit-learn ). 👍 Experience with programmatic manipulation of 3D geometry (e.g., using Trimesh, IfcOpenShell, OpenCASCADE, PyVista ). 👍 Familiarity with MLOps, containerization (Docker), and running high-performance computing (HPC) workloads in the cloud. 👍 Deep domain knowledge in Automotive, Construction, Railway, Naval, Aviation, or Aerospace . Our Tech Stack & Tools Core Languages: Python, C++ Libraries & Frameworks: NumPy, SciPy, Pandas, PyTorch, JAX, FastAPI Solvers & Simulators: OpenFOAM, Code_Aster, EnergyPlus, and custom-built models 3D Data: STEP, IFC, STL, glTF Collaboration: Linear, Gemini, Google Workspace, Github What You’ll Influence Shape the core simulation roadmap for your entire industry at Neodustria. Define how our AI models understand, process, and simulate real-world physics. Contribute to the go-to-market strategy by building features that deliver unique value. Be the core "neuron" of your industry in a pioneering neural company. Compensation & Benefits 💰 Experience-based salary 🎯 Performance-based bonus 🌍 Work remotely in a fully international, AI-first company 🚀 Join a pioneering neural organization model with real strategic ownership 📚 Access to training and conferences in your industry or tech sector 🧠 Long-term career growth in a company at the frontier of industry and AI