Optimizing Laser Processes with Bayesian Optimization
vor 2 Wochen
At Fraunhofer IPT in Aachen, we are working on making production more digital, flexible, and sustainable. In the "Production Quality" department, we focus on data-driven optimization of production processes using machine learning and artificial intelligence.
Key Responsibilities- Develop a Bayesian optimization algorithm for optimizing laser processes
- Apply and test the algorithm as part of a feasibility study
- Determine the industrial maturity of Bayesian optimization and investigate its establishment in production engineering practice
- Study in mechanical engineering, automation technology, computer science, mathematics, or a comparable field
- Interest in artificial intelligence in production technology
- Familiarity with machine learning theory and approaches
- Advanced programming skills in Python and related libraries
- High motivation, willingness to learn, and independence
- Good language skills in German and/or English
- Ideal conditions for practical experience alongside studies
- Professional supervision and collaboration in a dedicated team
- State-of-the-art machine park equipped with edge cloud systems and 5G infrastructure
- Flexible working to combine study and job in the best possible way
Fraunhofer plays a central role in the innovation process by developing key technologies vital for the future and enabling their commercial utilization by business and industry. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.
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Optimization Specialist for Laser Processes
vor 4 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJoin Our Team as a Bayesian Optimization ResearcherWe are seeking a highly motivated and skilled researcher to join our team at the Fraunhofer Institute for Production Technology IPT in Aachen. As a Bayesian Optimization Researcher, you will be responsible for developing and applying machine learning algorithms to optimize laser processes.About the ProjectIn...
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Optimization Specialist for Laser Processes
vor 4 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJoin Our Team as a Bayesian Optimization ResearcherWe are seeking a highly motivated and skilled researcher to join our team at the Fraunhofer Institute for Production Technology IPT in Aachen. As a Bayesian Optimization Researcher, you will be responsible for developing and applying machine learning algorithms to optimize laser processes.About the ProjectIn...
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Optimization Specialist for Laser Processes
vor 3 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJoin Our Team as a Bayesian Optimization ResearcherWe are seeking a highly motivated and skilled researcher to join our team at the Fraunhofer Institute for Production Technology IPT in Aachen. As a Bayesian Optimization Researcher, you will be responsible for developing and applying machine learning algorithms to optimize laser processes.About the ProjectIn...
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Optimization Specialist for Laser Processes
vor 3 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJoin Our Team as a Bayesian Optimization ResearcherWe are seeking a highly motivated and skilled researcher to join our team at the Fraunhofer Institute for Production Technology IPT in Aachen. As a Bayesian Optimization Researcher, you will be responsible for developing and applying machine learning algorithms to optimize laser processes.About the ProjectIn...
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Optimization Specialist for Laser Processes
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJob DescriptionWe are seeking a highly motivated and skilled Optimization Specialist for Laser Processes to join our team at the Fraunhofer IPT in Aachen. As a key member of our department "Production Quality", you will be responsible for developing and applying machine learning algorithms to optimize laser processes.Key Responsibilities:Develop and...
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Business Process Optimization Consultant
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Aachen, Nordrhein-Westfalen, Deutschland Sekurit Service VollzeitAbout the RoleWe are looking for a Business Process Optimization Consultant to join our team. The successful candidate will have experience in optimizing business processes and improving operational efficiency.Key Responsibilities:Design and implement business process improvementsConduct process analysis and identify areas for optimizationDevelop and...
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Process Optimization Expert
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Process Optimization Expert
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Aachen, Nordrhein-Westfalen, Deutschland HAUGG VollzeitJob SummaryWe are seeking a highly skilled Work Preparation Specialist to join our team at HAUGG. As a key member of our operations team, you will be responsible for planning and optimizing work and production processes to ensure seamless execution and maximum efficiency.Key ResponsibilitiesDevelop and implement process improvements to reduce lead times and...
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Data Scientist for Deep Learning Model Optimization
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJob DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen. The project focuses on optimizing deep learning models for production use cases by generating synthetic data.Project OverviewThe application of deep learning models to...
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Data Scientist for Deep Learning Model Optimization
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJob DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen. The project focuses on optimizing deep learning models for production use cases by generating synthetic data.Project OverviewThe application of deep learning models to...
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitAt the Fraunhofer IPT in Aachen, we work with a team of experts to make production more digital, flexible, and sustainable. In the department of Production Quality, we focus on digitalizing production systems to increase quality, resilience, and sustainability. Our goal is to automate visual process monitoring and quality control using deep learning models,...
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJob DescriptionWe are seeking a highly motivated student to work on a research project focused on optimizing deep learning models for production use cases. The project involves designing and implementing customized pipelines for image augmentation to enrich existing datasets with synthetic images.Key ResponsibilitiesConduct literature research on deep...
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitFraunhofer ILT, a leading research institute specializing in laser technology, is seeking a highly motivated individual to undertake a Master's thesis focusing on surface technology and shape ablation within the 'Laser Powder Bed Fusion' department. This exciting opportunity will involve collaborating with the Chair for Laser Technology at RWTH Aachen...
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitFraunhofer ILT, a leading research institute specializing in laser technology, is seeking a highly motivated individual to undertake a Master's thesis focusing on surface technology and shape ablation within the 'Laser Powder Bed Fusion' department. This exciting opportunity will involve collaborating with the Chair for Laser Technology at RWTH Aachen...
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Optimize Production Processes with AI
Vor 5 Tagen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitAt Fraunhofer IPT, we're pushing the boundaries of production engineering. As a researcher, you'll investigate how AI can improve production processes in terms of efficiency, cost, and resource usage.The project involves literature research on AI algorithms for multi-objective optimization, selection and engineering of requirements for data-driven process...
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJob DescriptionIn collaboration with the Chair for Laser Technology at RWTH LLT, the Fraunhofer Institute for Laser Technology ILT is offering a master's thesis opportunity in the 'Laser Powder Bed Fusion' department on surface technology and shape ablation.Project OverviewModern laser processes, such as selective laser-induced etching (SLE), are used to...
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Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitJob DescriptionIn collaboration with the Chair for Laser Technology at RWTH LLT, the Fraunhofer Institute for Laser Technology ILT is offering a master's thesis opportunity in the 'Laser Powder Bed Fusion' department on surface technology and shape ablation.Project OverviewModern laser processes, such as selective laser-induced etching (SLE), are used to...
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Simulation Engineer for Laser Powder Bed Process
vor 2 Wochen
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitAt Fraunhofer IPT, we are pushing the boundaries of production technology to make it more digital, flexible, and sustainable. Our Laser Systems and Heating Technologies group is developing innovative laser systems for the modern production of the future. We have a unique machine park that covers prototypical processes of additive manufacturing, micro...
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Work Optimization Specialist
vor 1 Woche
Aachen, Nordrhein-Westfalen, Deutschland HAUGG VollzeitJob SummaryWe are seeking a highly skilled Work Optimization Specialist to join our team at HAUGG. As a key member of our production team, you will be responsible for planning and optimizing work / production processes and sequences.Key ResponsibilitiesPlanning and optimization of work / production processes and sequencesRestructuring of work plans adapted...
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Optimize Production Processes with AI
vor 1 Woche
Aachen, Nordrhein-Westfalen, Deutschland Fraunhofer-Gesellschaft VollzeitAt Fraunhofer IPT, we are pushing the boundaries of production engineering by leveraging artificial intelligence (AI) to optimize production processes. As a researcher, you will investigate how AI algorithms can be utilized for multi-objective process optimization and integrated into production engineering practice.Key Responsibilities:Literature research on...