Project Engineer: Data-Driven Optimization of Manufacturing Processes
vor 3 Wochen
Organisation/Company: ETH Zürich
Research Field: Computer science » Programming, Computer science » Other, Engineering » Other
Researcher Profile: First Stage Researcher (R1)
Country: Switzerland
Application Deadline: 15 May 2025 - 21:59 (UTC)
Type of Contract: Temporary
Job Status: Full-time
Hours Per Week: 41
Is the job funded through the EU Research Framework Programme? Not funded by a EU programme
Is the Job related to staff position within a Research Infrastructure? No
Offer DescriptionProject Engineer: Data-Driven Optimization of Manufacturing Processes
The chair of Artificial Intelligence in Mechanics and Manufacturing at ETH Zurich, led by Prof. Dr. Dirk Mohr, combines physically motivated models with advanced ML approaches to solve challenges in constitutive and process modeling. We bridge the gap between theoretical research and industrial applications through close collaborations with industry partners, applying cutting-edge scientific discoveries to real-world manufacturing problems.
Project background:
Numerical simulations are essential for designing and assessing the quality of casting products. However, their high computational cost presents a challenge for real-time process control. This project aims to overcome this limitation by integrating real-world casting data, process parameters, and finite element method (FEM) simulations using metamodeling techniques and Machine Learning (ML). By enriching datasets and leveraging advanced simulations to optimize ML models, we seek to enhance manufacturing efficiency and quality control in casting processes.
We are looking for a highly motivated researcher to join our team and contribute to projects at the intersection of computational modeling, data science, and industrial applications. As part of this position, you will:
- Develop and implement advanced Machine Learning models to analyze large datasets, including image and time-series data.
- Investigate and quantify the relationships between manufacturing process parameters, failure mechanisms, and product quality.
- Optimize manufacturing processes to enhance product reliability and quality.
- Collaborate closely with industrial partners to translate research findings into practical applications.
Profile:
We are seeking a candidate with the following qualifications:
- A Master's degree in engineering, physics, computational sciences, or a related field.
- A strong interest in computational modeling and data-driven optimization.
- Proficiency in Python programming.
- A proactive, solution-oriented mindset with a willingness to engage in interdisciplinary research.
- Excellent communication skills and the ability to work effectively in a collaborative team environment.
We offer:
This position provides a unique opportunity to work at the intersection of research and industry, applying data-driven techniques to shape the future of manufacturing. You will:
- Conduct cutting-edge research in a dynamic and innovative team.
- Gain exposure to the Swiss manufacturing sector through collaborations with leading industrial partners.
- Contribute to real-world advancements in computational engineering and process optimization.
Join us and make a tangible impact on next-generation manufacturing technologies
We look forward to receiving your online application with the following documents:
- CV
- Transcripts of all degrees
Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.
Further information about our lab can be found on our website. Questions regarding the position should be directed to Martina Koch at martikoc@ethz.ch.
About ETH Zürich:
ETH Zurich is one of the world's leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research, and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.
#J-18808-Ljbffr-
Zürich, Zürich, Schweiz Euraxess VollzeitOrganisation/Company: ETH ZürichResearch Field: Computer science » Programming, Computer science » Other, Engineering » OtherResearcher Profile: First Stage Researcher (R1)Country: SwitzerlandApplication Deadline: 15 May 2025 - 21:59 (UTC)Type of Contract: TemporaryJob Status: Full-timeHours Per Week: 41Is the job funded through the EU Research Framework...
-
Zürich, Zürich, Schweiz NZZone VollzeitThe chair of Artificial Intelligence in Mechanics and Manufacturing at ETH Zurich, led by Prof. Dr. Dirk Mohr, combines physically motivated models with advanced ML approaches to solve challenges in constitutive and process modeling. We bridge the gap between theoretical research and industrial applications through close collaborations with industry...
-
Data-Driven Manufacturing Optimization Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz NZZone VollzeitCompany OverviewNZZone is a leading research institution at the forefront of computational engineering and data-driven manufacturing optimization. Our team combines physically motivated models with advanced Machine Learning approaches to solve challenges in constitutive and process modeling.We bridge the gap between theoretical research and industrial...
-
Optimization Engineer for Smart Manufacturing
Vor 2 Tagen
Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitWe are seeking a highly skilled Optimization Engineer to join our team at inspire AG. As an Optimization Engineer for Smart Manufacturing, you will have the opportunity to develop and apply cutting-edge optimization methods to improve industrial manufacturing processes.Project Background:Our research focuses on applying machine learning and optimization...
-
Manufacturing Process Optimization Specialist
Vor 7 Tagen
Zürich, Zürich, Schweiz Karlstad University VollzeitAbout the RoleThis project aims to overcome the limitation of high computational cost for real-time process control by integrating real-world casting data, process parameters, and finite element method (FEM) simulations using metamodeling techniques and Machine Learning (ML). As a Project Engineer, you will contribute to projects at the intersection of...
-
Project Engineer for Advanced Manufacturing
Vor 7 Tagen
Zürich, Zürich, Schweiz Karlstad University VollzeitWhat We OfferThis position offers a unique opportunity to work at the intersection of research and industry, applying data-driven techniques to shape the future of manufacturing. As a Project Engineer, you will gain exposure to the Swiss manufacturing sector through collaborations with leading industrial partners. You will also contribute to real-world...
-
Researcher in AI-Driven Process Optimization
Vor 2 Tagen
Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitThe Machine Concepts research group at inspire AG, in collaboration with the Chair of Artificial Intelligence in Mechanics and Manufacturing (AIMM) at ETH Zurich, is offering a position in the field of AI-driven process optimization for smart manufacturing. As a Researcher in AI-Driven Process Optimization, you will have the opportunity to push the...
-
Manufacturing Process Optimization Specialist
vor 1 Woche
Zürich, Zürich, Schweiz Unist VollzeitAbout the PositionWe are seeking a highly skilled specialist to join our team at Unist, where you will play a key role in developing and implementing advanced data-driven solutions for manufacturing process optimization. As a member of our research group, you will collaborate with industry partners to translate cutting-edge scientific discoveries into...
-
Zürich, Zürich, Schweiz Euraxess VollzeitJob BriefWe are seeking a Process Engineer: Advanced Manufacturing Technologies to join our team at the chair of Artificial Intelligence in Mechanics and Manufacturing at ETH Zurich. The successful candidate will contribute to projects at the intersection of computational modeling, data science, and industrial applications.About the JobThis position provides...
-
Zürich, Zürich, Schweiz Euraxess VollzeitJob OverviewWe are seeking a highly motivated Research Scientist to join our team at the chair of Artificial Intelligence in Mechanics and Manufacturing at ETH Zurich. The successful candidate will contribute to projects at the intersection of computational modeling, data science, and industrial applications.About the PositionThis position provides a unique...
-
Data-Driven Optimization Engineer
Vor 7 Tagen
Zürich, Zürich, Schweiz Karlstad University VollzeitCompany OverviewETH Zurich is a leading research university in Switzerland, known for its excellent education and groundbreaking fundamental research. The university has a strong focus on implementing its results directly into practice, making it an ideal place to work at the intersection of research and industry.Job DescriptionWe are seeking a highly...
-
Data-Driven Engineering Project Manager
vor 1 Woche
Zürich, Zürich, Schweiz Euraxess VollzeitJob DescriptionWe are looking for a highly motivated individual to join our team as a Senior Manufacturing Process Optimization Specialist. In this role, you will be responsible for developing and implementing advanced Machine Learning models to analyze large datasets, including image and time-series data.About the JobThis position provides a unique...
-
Data-Driven Solutions Engineer
vor 1 Woche
Zürich, Zürich, Schweiz Unist VollzeitAbout the RoleThis position offers a unique opportunity to contribute to the development of next-generation manufacturing technologies at Unist. You will be part of a dynamic team that bridges the gap between theoretical research and industrial applications through close collaborations with leading industry partners.ResponsibilitiesConduct cutting-edge...
-
AI-Driven Manufacturing Research Associate
Vor 2 Tagen
Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitWe are looking for a highly motivated Research Associate to join our team at inspire AG. As an AI-Driven Manufacturing Research Associate, you will have the opportunity to shape the future of AI-driven manufacturing and apply cutting-edge machine learning and optimization techniques to real-world industrial challenges.Project Overview:Our research focuses on...
-
Principal Scientist, Process Optimization
vor 4 Wochen
Zürich, Zürich, Schweiz J&J Family of Companies VollzeitLocation field must contain 'city, state' or a zip code to perform a radius search (e.g., Denver, CO or 46122 ). City and state must be separated by a comma followed by a space (e.g., Houston, TX )J&J Family of Companies (Senior) Principal Scientist, Process Optimization & Control in Schaffhausen, SwitzerlandAt Johnson & Johnson, we believe health is...
-
Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitThe Machine Concepts research group at ETH Zurich, in collaboration with the Chair of Artificial Intelligence in Mechanics and Manufacturing (AIMM), is seeking a highly motivated researcher to join their team. As a Data Scientist for Industrial Process Optimization, you will have the opportunity to apply cutting-edge machine learning and optimization...
-
Zürich, Zürich, Schweiz EURAXESS Czech Republic VollzeitJob DescriptionWe are seeking a highly motivated Postdoctoral Researcher to join our team in the Advanced Manufacturing Laboratory at ETH Zurich. As an expert in Artificial Intelligence, you will contribute to the development of innovative AI-driven surrogate models that accelerate forging process simulations and optimize manufacturing parameters.This...
-
Zürich, Zürich, Schweiz EURAXESS Czech Republic VollzeitOrganisation/Company ETH ZürichResearch Field Computer science » ProgrammingResearch Field Computer science » OtherResearcher Profile Recognised Researcher (R2)Country SwitzerlandApplication Deadline 21 Apr 2025 - 21:59 (UTC)Type of Contract TemporaryJob Status Full-timeHours Per Week 41Is the job funded through the EU Research Framework Programme? Not...
-
Process Optimization Specialist
vor 2 Wochen
Zürich, Zürich, Schweiz SimplyVision GmbH VollzeitJob DescriptionWe are seeking a highly skilled Process Optimization Specialist to join our team at SimplyVision GmbH. In this role, you will play a crucial part in the CAPEX Operational Readiness project, focusing on streamlining operations and integrating external engineering design tools.The successful candidate will be responsible for collaborating with...
-
Electronics Manufacturing Process Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz SkyCell AG VollzeitJob DescriptionWe are looking for an Electronics Manufacturing Process Engineer to develop and optimize manufacturing processes for our IoT products. As a key member of our Embedded IoT team, you will be responsible for defining and driving implementation of design improvements (firmware, hardware, housing, and production testers) and process improvements in...