Application Engineer (Phase Retrieval)

AIM Solutions
Eindhoven, Netherlands
2 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Working hours
Regular working hours
Languages
English
Job source

Tech stack

Data Analysis Big Data Linux General-Purpose Computing on Graphics Processing Units Python (Programming Language) Machine Learning NumPy SciPy Pytorch

Job description

You turn raw measurements into reconstructed images and explain what the images tell us. You work between the optics lab and the software team, and you become our in-house expert on this workflow and upcoming applications of our machine for the semiconductor manufacturing market.

You will:

  • Run the path from measurement to result: decide what to measure, run scans on the lab setup, configure and run reconstructions in our Python/JAX pipeline, and judge the quality of the output
  • Turn test cases from industry partners into measurement and reconstruction recipes, and automate them into a single-button-press workflow
  • Analyze results rigorously and investigate when a reconstruction does not look right: artifacts, convergence, noise, alignment
  • Drive the experiment loop with the optics and hardware engineers, and feed findings back into the algorithms and the tool design

Requirements

  • About 3 years of hands-on experience in a technical role (industry, PhD, or equivalent) with imaging, optics, or scientific data analysis
  • Practical experience with phase retrieval or coherent imaging, for example ptychography, CDI, holography, or Fourier-optics-based reconstruction. You have run reconstructions and interpreted the results
  • Strong Python, with NumPy and SciPy. You write reproducible analysis code and maintain a pipeline from data ingest to results
  • An experimental mindset: you design clean numerical experiments and know what to change to improve a result
  • You work well with optics and hardware engineers and turn vague questions into repeatable tests
  • Full professional proficiency in English

Bonus:

  • Hands-on experience with computational imaging and iterative reconstructions
  • PyTorch or JAX, GPU computing
  • Numerical optimization (gradient-based methods)
  • Machine learning on physics-based or scientific data
  • HDF5 and large datasets, Linux

Benefits & conditions

  • Ownership of the measurement-to-results workflow of a tool that does not exist anywhere else yet
  • Small team, short feedback loops, real impact on the product
  • Competitive salary for the Dutch market

About the company

AIM Solutions is an early-stage deep-tech startup in Eindhoven building inspection and metrology equipment for the semiconductor industry. We are in active build phase, small, and growing.

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