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Diamond Foundry

Posted 15 days ago

Metrology EngineerDiamond Foundry · Zaragoza

Metrology Engineer

ZaragozaOn-siteFull-time

AI Summary

Develops and maintains measurement systems and computer vision models for defect detection and 3D dimensional analysis on diamond wafer production, bridging R&D and manufacturing operations.

About this role

Diamond Foundry Inc. is solving the thermal limitation at the foundation of today's most exciting tech industries -- AI & cloud compute, electric-car power electronics, and 5G/6G wireless. We have managed to produce the world's first single-crystal diamond wafers and are now on a mission to put a diamond behind every chip. We are the rare unicorn that has grown fast and profitably. We received $515m in funding and are executing a multi-$B expansion plan for one of the greenest forms of tech manufacturing: converting greenhouse gas into diamond wafers using zero-emission energy.

We are seeking an ambitious, skilled, and versatile Metrology Engineer. In this position, you will play a key role in the development and implementation of measurement systems combining physical dimensions determination and defect detection. You will develop and maintain computer vision models for tracking sample defects at various stages of the process. You will also develop 3D measurement capabilities for samples of various sizes and shapes. Based in Zaragoza, you will be an integral part of an experienced team of mechanical, electrical, and materials engineers, and at the interface between R&D, process, and production operations across our various facilities. The position will involve hardware design, data collection, deep learning model training and evaluation, development of post-processing scripts, and data analysis.

Responsibilities

  • Development of routines for 3D measurements and extraction of form, dimensions, surface roughness/flatness.
  • Development, testing, and maintenance of deep learning vision models.
  • Developing tools for monitoring model performance and data integrity.
  • Effectively communicating results and recommending a course of action.
  • Acting as a point of contact between the metrology team and the process and production teams to define requirements and metrics. You will also partner with vendors to evaluate new optical/vision characterization equipment and technologies, upgrade existing tools, and expand capacity/throughput.

    • Requirements

  • Bachelor's degree with 2+ years of relevant experience in Mathematics, Computer Science, Physics, Material Science, Engineering, or a similar field.
  • Fluency in Python and machine learning libraries (ex. sklearn), including experience with deep learning frameworks (ex. Keras, TensorFlow, PyTorch).
  • Experience with JMP and SQL is a plus.
  • Expert in data collection and analysis/interpretation, measurement & analysis automation scripting findings, DOE, SPC.
  • Effective communication and ability to thrive in a cross-functional development team, excellent problem-solving skills, and the ability to work independently as well as part of a team.

    • Skills

    3D MeasurementAutomation ScriptingComputer VisionData CollectionDeep LearningDOEJMPKerasOptical CharacterizationPythonPyTorchSciKit-LearnSPCSQLTensorFlow

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