Onto Innovation is a leader in semiconductor manufacturing software & solutions that solve the most difficult yield, device performance, quality, & reliability issues.
About the role
The Staff / Senior R&D Scientist will join our advanced metrology and analytics research team operating across Singapore and the USA . The highly self-motivated individual will play an active, hands-on role in developing data analytics and modeling solutions for X-ray metrology.
What they're looking for
- Ph.D. or Master’s degree in Physics, Applied Physics, Chemical Physics, Materials Science, Electrical Engineering, Mathematics and Statistics, Optics or a related field
- Deep understanding of the physics and instrumentation of advanced X-ray techniques, with hands-on experience in data analysis for CD-SAXS and XRD
- Hands-on experience with forward simulation for CD-SAXS/XRD, solving inverse problems, physical parameter extraction, profile fitting, and multi-sensor data fusion techniques
- Experience in one or more of the following areas: estimation and optimization, signal processing, statistics, and data visualization
- Strong programming skills in Python / MATLAB / C++, or similar programming languages
- Experience with machine learning libraries such as Scikit-learn and TensorFlow is highly desired
More about this role
Onto Innovation is a leader in process control, combining global scale with an expanded portfolio of leading-edge technologies that include: 3D metrology spanning the chip from nanometer-scale transistors to micron-level die-interconnects; macro defect inspection of wafers and packages; metal interconnect composition; factory analytics; and lithography for advanced semiconductor packaging. Our breadth of offerings across the entire semiconductor value chain helps our customers solve their most difficult yield, device performance, quality, and reliability issues. Onto Innovation strives to optimize customers’ critical path of progress by making them smarter, faster and more efficient.
The Staff / Senior R&D Scientist will join our advanced metrology and analytics research team operating across Singapore and the USA . The highly self-motivated individual will play an active, hands-on role in developing data analytics and modeling solutions for X-ray metrology. The role will focus on designing and creating innovative algorithms, physics-based modeling, machine learning approaches, and data fusion methodologies that enable accurate and robust characterization of advanced semiconductor...
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