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Unikie

AI CFD Simulation Engineer

Unikie
Finland · Full-time · Mid-Senior
WE ARE LOOKING FOR AI CFD Simulation Engineer

We seeking an AI CFD (computational fluid dynamics) Simulation Engineer to join the team. This position will support the development and integration of machine-learning and hybrid physics–AI models to accelerate and automate fluid dynamics simulations used in hardware and device design. The role will be in close collaboration with simulation engineers to build intelligent tools and improve design workflows.

Main Responsibilities

  • Develop hardware acceleration solution to improve CFD simulation efficiency based on OpenFOAM/SU2.
  • Data processing, data analyzing, feature engineering, AI modeling, and AI model optimizing in the domain of computational fluid dynamics.
  • Designing and implementing efficient AI algorithm solutions based on domain knowledge and database features to improve simulation efficiency.
  • Tracking the development of international cutting-edge simulation acceleration technologies, exploring innovative application scenarios of GPU/AI+simulation, and promoting the implementation of technological innovation.

Required Qualifications

  • Master's degree or above in computational fluid dynamics, mechanical engineering, applied mathematics, computer science, or a closely related discipline.
  • Proficient in mathematical foundations such as numerical analysis methods, machine learning theory, probability statistics.
  • Familiar with the principle of finite element analysis and its application in engineering simulation.
  • Solid foundation in data structure and algorithm.
  • Familiar with the principle of LLM and Graph Neural Network.
  • Proficient in programming languages, such as Python and C++, and have good code development capabilities.
  • Proficient in the core numerical simulation workflow, include Finite Volume Method (FVM) and Finite Element Method (FEM) algorithms.
  • Experience with commercial simulation software such as Ansys, Abaqus, COMSOL, and CST is preferred.
  • Proficient in high-performance computing (HPC) acceleration frameworks such as CUDA, OpenCL, HIP and OpenACC.
  • Proficient in simulation framework: OpenFOAM or SU2;
  • Practical experience in AI+ simulation projects is preferred.
  • Experience in secondary development or solver customization is highly preferred.
  • Experience in Deep Neural Networks (DNN) or Large Language Models (LLMs) is preferred.
  • Excellent independent research and problem-solving skills
  • Good teamwork spirit and communication skills
  • Highly sensitive to new technologies and continuous learning
  • Good at summarizing and sharing, and skilled in writing articles and reports.

Key Skills

Ranked by relevance

simulation ai machine learning neural networks python c
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Country Guide

Finland

Nordic stability with strong tech and gaming scene

Posted
Feb 11, 2026
Type
Full-time
Level
Mid-Senior
Location
Helsinki
Company
Unikie

Industries

IT Services IT Consulting

Categories

Engineering Information Technology

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