Role overview
Mycronic is a global high-tech company whose innovative solutions have been advancing electronics technology for over 40 years. Today we continue to grow and serve customers in an expanding variety of industries. What we do impacts the future of technology, and in turn, the way we live our lives tomorrow. We’re looking for people to join our talented, motivated and friendly team on the cutting-edge. Here, in an open, collaborative and flexible environment, you’ll work alongside leading industry experts and take on challenging projects that bring tomorrow’s electronics to life.
At this moment there is no other company in the world that can compete with Mycronic's mask writers. All displays you see, whether it is your TV, laptop screen, smart watch, or infotainment screen in your car, are manufactured with the use of Mycronic's machines. The same technology is also used in the semiconductor industry. The process for manufacturing happens at a nanometer level, smaller than blood cells and viruses. For all of this to be possible, a great emphasis is put on the quality of software and hardware.
This student summer work "Understanding and Evaluating Machine Learning Models Performance for Image Generation" aims to better analyze, evaluate, and interpret how machine learning models perform in image generation tasks.
The baseline model will be tested on both real and simulated datasets to comprehensively evaluate its robustness and generalization performance.
By integrating physical knowledge into the ML-based image generation, the project seeks to make the models transparent, interpretable, and consistent with known physical behavior.
What we're looking for
- Familiarity with Fourier optics or physics-informed neural networks (PINNs) .
- Experience with model visualization , attribution techniques , or uncertainty quantification . Ability to communicate technical insights effectively to both ML and physics-focused audiences.
Details
Department: SW High Performance Computing
Place of employment: Headquarters in Täby, right outside Stockholm
Country: Sweden
Application deadline: We review applications on an ongoing basis, and positions may be filled before the application deadline.
Contact person: Johan Schött , Senior Engineer, PG - SW High Performance Computing
How to apply: Submit your application by completing the screening questions and attaching your CV.
At Mycronic, we love what we do, but most importantly who we do it with. Because to us the relationships we have with our customers and each other are the keys to success.
Take part in the excitement of working with innovative people and global businesses who are elevating today’s standards in modern electronics. Share in the responsibility of bringing great ideas to life within an inclusive culture that not only promotes personal growth and embraces diversity but depends upon it.
Here you are expected to have a voice and will be encouraged to get involved. It’s this very mindset that empowers our people to make a positive difference for a broad range of businesses, society and the planet – every day.
Click to learn more about Mycronic and what it’s like to work with us
https://www.mycronic.com/career/