Advanced Machine Learning Thesis for Simulation and Verification

4 days ago


Gothenburg, Västra Götaland, Sweden Infotiv Full time
Thesis Opportunity at Infotiv

We are seeking two master students to conduct a thesis on simulation and verification of machine learning systems as part of our research project ArtWork. This project aims to investigate the use of simulation and digital twins of factory workers, equipment, and tools to enable quick prototyping and testing of machine learning models.

The purpose of this study is to evaluate and improve the effectiveness of using simulation for localization and monitoring of agents, developing machine learning models to monitor and control objects and agents, and verifying and validating existing ML models. Some potential research questions include:
  • Verification and validation of complex machine learning-based models in a simulator
  • Human pose estimation using machine learning
  • Multi-camera localization, tracking, and mapping
  • Multi-agent indoor navigation

About the Project
This thesis will involve working with our team at Infotiv to develop and implement simulation and verification methods for machine learning systems. You will have the opportunity to work with cutting-edge technologies such as Gazebo simulator, ROS2, and Nav2. Our team provides access to collective knowledge through internal collaboration tools and a competence leader program, ensuring you stay up-to-date with the latest tech.

Your Role
We are looking for two master students with a background in mechatronics, computer science/engineering, or equivalent programs who wish to conduct their thesis during the spring of 2025. As a candidate, you should be interested in software development and computer vision, have experience programming in languages such as C++ or Python, and be familiar with machine learning concepts. Previous experience with ROS2, Nav2, Gazebo simulator, Git, Continuous Integration, Delivery or Deployment, Jenkins, or Test Automation is meritorious but not required.

What We Offer
As an employee at Infotiv, you will join a dynamic team of 70 technical consultants with diverse backgrounds and experiences from various technological fields. Our company offers a friendly atmosphere, professional growth opportunities, and a competitive salary range of $60,000 - $80,000 per year, depending on your qualifications and experience. If you are available for on-site work at our office in Gothenburg, we encourage you to apply.

  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    Project OverviewInfotiv, a leading provider of SW & HW development and test solutions, is seeking two master students to conduct a thesis project on the verification and validation of machine learning systems using simulation. The project aims to investigate the use of simulation and digital twins of factory workers, equipment, and tools to enable quick...


  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    KEY WORDSMachine learning, Simulation, Computer vision, Object detection, Image processingTARGETED PROGRAMSMSc Computer Engineering/Science, Automation & Mechatronics EngineeringPURPOSE OF THE STUDYInfotiv, as part of the research project ArtWork, aims to investigate the use of simulation and digital twins of factory workers, equipment, and tools. The goal...


  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    We are seeking a highly skilled Machine Learning Engineer to join our team at Infotiv and work on the development of simulation-based machine learning systems. The successful candidate will have a strong background in computer science, machine learning, and software development.The purpose of this study is to evaluate and improve the effectiveness of using...


  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    About the ThesisWe are seeking two master's students to conduct a thesis project on simulation and machine learning for industry applications. The project involves investigating the use of simulation and digital twins for factory workers, equipment, and tools.Key ResponsibilitiesDevelop and implement machine learning models for monitoring and controlling...


  • Gothenburg, Västra Götaland, Sweden Aptiv Full time

    Master of Science Thesis Worker at Aptiv GothenburgAptiv is offering thesis work opportunities for final-year Master's students with an interest in embedded software development and signal processing, and a background in Computer Science and Electrical Engineering. Students will work on a six-month project contributing to the advancement of automotive...


  • Gothenburg, Västra Götaland, Sweden Kollmorgen Full time

    BackgroundAn Automated Guided Vehicle (AGV) system is a fleet of mobile robots that transport goods in a network of virtual roads, designed according to the warehouse specification. The network must handle the intended traffic load without traffic jams, verified by simulations. However, such simulations are time-consuming, and the design process is...


  • Gothenburg, Västra Götaland, Sweden Aptiv Full time

    Master of Science Thesis Worker at Aptiv GothenburgAptiv is seeking a highly motivated and skilled Master of Science thesis worker to join our team in Gothenburg. As a thesis worker, you will have the opportunity to work on a six-month project contributing to the advancement of automotive communication technologies.About the ProjectThe project focuses on the...


  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    Job Title: Thesis Proposal: Development of Test Solution for Drone LauncherAt Infotiv, we are seeking a talented student to conduct a thesis on the development of an automated test system for a drone launcher used in sea rescuing operations.About the ProjectThe Swedish Sea Rescue Society (SSRS) is collaborating with industry and academia to develop a drone...


  • Gothenburg, Västra Götaland, Sweden Kollmorgen Full time

    BackgroundAn Automated Guided Vehicle (AGV) system is a fleet of mobile robots that transport goods in a network of virtual roads, designed according to warehouse specifications. The network must handle intended traffic loads without traffic jams, verified by simulations. However, simulations are time-consuming, and the design process is iterative, requiring...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Project OverviewThe DSAI division at Chalmers tekniska högskola is seeking a highly qualified postdoctoral researcher to contribute to the advancement of distributed machine learning techniques. This position aims to extend our existing methodologies to address critical challenges in the field, including privacy preservation, data heterogeneity, and...


  • Gothenburg, Västra Götaland, Sweden Aptiv Full time

    Job Title:Master Thesis WorkerJob Description:Aptiv is seeking a highly motivated and skilled Master Thesis Worker to join our team in Gothenburg. As a Master Thesis Worker, you will be responsible for developing and implementing machine learning algorithms to estimate trailers state and parameters.The ideal candidate will have a strong background in machine...


  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    KEY PROJECT DETAILSInfotiv Technology Development AB is seeking a master's student to contribute to the development of an autonomous gokart platform. The project aims to increase knowledge and expertise in the automotive industry.PROJECT OBJECTIVESThe selected student will work on a technical area of the platform, exploring topics such as autonomous vehicle...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Project Overview The Division of Data Science and Artificial Intelligence (DSAI) at Chalmers tekniska högskola is seeking a postdoctoral researcher to contribute to the advancement of distributed machine learning techniques. This position aims to extend the existing understanding and methods for performing distributed machine learning tasks in current and...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Project Overview Chalmers tekniska högskola is seeking a postdoctoral researcher to join our team in the area of distributed machine learning. The successful candidate will contribute to advancing the understanding and techniques for performing distributed machine learning tasks in current and emerging scenarios.About the Position The postdoctoral...


  • Gothenburg, Västra Götaland, Sweden Semcon Full time

    Job Title: Thesis: Incremental Learning with Open World Object DetectionAt Semcon, we are seeking a highly skilled researcher to explore the feasibility and efficiency of implementing open world object detection in autonomous driving systems. The successful candidate will focus on the ability of open world object detection to handle edge cases and integrate...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    PhD Position in Mathematical Foundations of Bias in Machine LearningThe PhD position is focused on understanding the bias generation and amplification process in machine learning, a critical issue emerging from ML technology. The candidate will have the opportunity to learn and further develop sophisticated theoretical methods from statistical physics and...


  • Gothenburg, Västra Götaland, Sweden Infotiv Full time

    Key Skills and ExperienceWe are seeking two master students with a background in mechatronics, electrical engineering, or equivalent program, who wish to conduct their thesis during the spring of 2025. The ideal candidate should have experience in electrical engineering, software development, and an interest in learning more about test automation....


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Contribute to the development of innovative solutions for sustainable powertrains in a collaborative research environment.The PhD student will conduct advanced research on the machining of cast materials for next-generation powertrains, focusing on materials such as compacted graphite iron (CGI) and spheroidal graphite iron (SGI). The research will involve...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the PositionThis postdoctoral research position offers a unique opportunity to contribute to the advancement of machine learning through rigorous mathematical methods. As a member of our research group, you will be part of a dynamic team working on cutting-edge projects that push the boundaries of AI and machine learning.Key ResponsibilitiesConduct...


  • Gothenburg, Västra Götaland, Sweden Ongoing Full time

    Are you a student in Technology, Mathematics, or a nearby field looking for a challenging Master thesis project? We at Ongoing, a successful and growing software company, are offering a unique opportunity to work on a thesis project that can lead to full-time employment.About OngoingOngoing is a leading provider of Software as a Service solutions for...