Postdoctoral researcher
The candidate will join a multidisciplinary team of scientists working to advance nondestructive defect
detection metrology for advanced semiconductor packaging by developing reference artifacts and
benchmark datasets. The candidate will contribute to designing CAD models, running X-ray computed
tomography (XCT) simulations, and performing XCT reconstructions to generate datasets. The candidate
will develop a Python script or package to automate these processes. Additionally, the candidate will
utilize a generative modeling process created by the team to help generate 3D models with seeded
defects. The datasets will be used to evaluate defect detection and image segmentation algorithms,
including those based on deep learning principles. The candidate may contribute to sample preparation
and nondestructive and destructive measurements. The incumbent will analyze the resulting
measurements, perform image processing, and extract meaningful information to support the research
goals outlined in the experiment plan. They will organize the measured and analyzed datasets for
publication, communicate with the team, and share the results at conferences and in publications.
Research Engineer (CHIPS Funded Project)
- A doctoral degree in physics, engineering, or a related discipline.
- Experience with XCT measurements, reconstruction, and image analysis. Experience with XCT
simulation is a plus. - Experience in writing Python scripts. Familiarity with automating or controlling other software,
tools, or processes through APIs, inter-process communication, or similar methods is a plus. - Experience with sample preparation (mechanical polishing, focused ion beam) or scanning electron
microscopy imaging is a plus. - Experience with implementing deep learning-based image segmentation processes is a plus.
- Strong oral and written communication skills.
- Able to quickly learn and adapt to new fields or techniques
Key responsibilities will include, but are not limited to:
- Design 3D models for simulation, run XCT simulations, carry out XCT reconstruction, and execute
image analysis. - Organize and prepare data sets for publication.
- Prepare samples and make nondestructive and destructive measurements.
- Presenting results at internal meetings and occasional meetings with external stakeholders.
- Publish results in journals and present results at conferences.