Transforming the Future with the Convergence of Simulation and Data
PhD Candidate (m/f/d) - Generative AI for Industrial Design
Engineering (GenAIDE) Project
Do you like a challenge, are you a complex thinker who likes to solve problems? If so, then you might be the new Altairian we are searching for. At Altair, your curiosity matters. We pride ourselves on a business culture that enables open, creative thinking, and we deeply value our employees and their contributions towards our clients' success, as well as our own.
GenAIDE (Generative AI for Industrial Design Engineering) is a Marie-Skłodowska Curie Doctoral Network (DN) funded by the European Union with the objective to research and develop collaborative AI systems that partner with engineers for next generation industrial engineering design. In the network, 14 Doctoral Candidates will carry out research at 16 leading academic and industrial partners, beneficiaries include Honda Research Institute Europe GmbH, University of Leiden, Julius-Maximilians-University Würzburg, Altair Engineering GmbH (now part of Siemens Digital Software Industries), University of Jyväskylä, The University of Manchester, and KONE Oyj. The candidates will have the opportunity to visit various partners in the network. At Altair we are looking for a research scientists in the GenAIDE project.
GenAIDE is not just a PhD programme, it's a complete, multi-sector doctoral network that equips you with cutting-edge technical depth and the leadership, entrepreneurial and ethical toolkit to shape the next generation of human-AI design teams.
The goal of this research is a visionary AI based engineering companion based on ground-breaking user-interaction built on the concepts of LLMs. This conveniently guides through mega-design spaces consisting of simulation and AI-predicted engineering results and geometries, while offering design optimisation and exploration methods to aide decision making for engineers.
What You Will Do:
You will focus on a novel interface based on LLM Technology to interact with engineering optimization and design exploration. Therefore, you will
* Develop methods to interact with complex engineering design spaces using concepts based on large language models.
* Reflect design-space exploration of multi-fidelity accuracy to communicate concepts of prediction accuracy for engineering design decision making.
* Implement your research results into existing engineering processes based on industrial software.
What You Will Need:
* Excellent MSc. degree in Computer Science, Natural Sciences or Engineering
* Strong motivation to conduct research in artificial intelligence in engineering
* Solid background in machine learning and/or evolutionary optimization; strong programming skills (Python/C++)
* Proven interest in generative models, XAI, optimization or CAD is a plus
* High intercultural competence and interest in working in international multi-sector environment and teams
* Proficient in the English
* MSCA eligibility: candidates must not have resided or carried out their main activity in Germany for more than 12 months in the 36 months before recruitment and must not yet hold a PhD
How You Will Be Successful:
* Envision the Future
* Communicate Honestly and Broadly
* Seek Technology and Business "Firsts"
* Embrace Diversity and Take Risks
What We Offer:
* Three-year research contract with the possibility to complete a PhD degree
* Participation in an international network of excellence in AI and engineering
* Member of a prestigious MSCA European Doctoral Network
* Long-term visits at high-level partner institutions in the network
Why Work with Us:
Altair, a Siemens Business, is a global technology company that provides software and cloud solutions in the areas of data analytics, product development, and high-performance computing (HPC). Altair enables organizations in nearly every industry to compete more effectively in a connected world, while creating a more sustainable future. With more than 3,000 engineers, scientists and creative thinkers in 25 countries, we help solve our customer's toughest challenges and deliver unparalleled service, helping the innovators innovate, drive better decisions, and turn today's problems into tomorrow's opportunities.
Our vision is to transform customer decision making with data analytics, simulation, and high-performance computing.
For more than 30 years, we have been helping our customers integrate electronics and controls with mechanical design to expand product value, develop AI, simulation and data-driven digital twins to drive better decisions, and deliver advanced HPC and cloud solutions to support unlimited idea exploration. To learn more, please visit altair.com.
Ready to go? #ONLYFORWARD
At our core we are explorers; adventurers; pioneers. We are the brains behind some of the world's most revolutionary innovations and are not only comfortable in new and uncharted waters, we dive in headfirst. We are the original trailblazers that make the impossible possible; discovering new solutions to our customer's toughest challenges.
Altair is an equal opportunity employer. Our backgrounds are diverse, and every member of our global team is critical to our success. Altair's history demonstrates a belief that empowering each individual authentic voice reinforces a culture that thrives because of the uniqueness among our team.
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PHD CANDIDATE (M/F/D) – GENERATIVE AI FOR INDUSTRIAL DESIGN ENGINEERING (GENAIDE) PROJECT - 484243