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Pennsylvania State University

Land-grant university in University Park, PA

Assistant Research Professor

Computer VisionConfirmed live in the last 24 hours
Full-timeUniversity Park, State College, PA, USANo salary listed

About the Job

Requirements

  • A Ph.D. in Materials Science and Engineering, Computer Science, Electrical Engineering, Physics, or a related field is required.
  • Postdoctoral or equivalent research experience demonstrating an independent record of publication in applied machine learning, computer vision, and/or scientific data analysis is required.
  • Extensive programming experience in Python is required.

Responsibilities

  • Lead the development of specialized machine learning models that enable AI systems to interpret scientific data from instruments including atomic force microscopy, reflection high-energy electron diffraction, spectroscopic ellipsometry, X-ray diffraction, and similar characterization methods.
  • Train, calibrate, and validate models against the specific data modalities produced by LATTICE instrumentation.
  • Deploy models on edge-computing infrastructure for real-time feedback during deposition and integrate them with the Lifetime Sample Tracking data platform.
  • Collaborate closely with LATTICE domain scientists in thin-film growth and characterization, AI researchers developing the agentic workflow framework, and future users of the LATTICE framework.
  • Contribute to the scientific direction of the LATTICE machine learning and artificial intelligence effort.
  • Mentor graduate students and postdoctoral scholars as appropriate.

Desired Qualifications

  • Experience with deep learning for image analysis, multimodal or multi-task learning, or deployment of machine learning models in real-time or edge-computing environments is strongly preferred.
  • Domain knowledge of materials science, chemistry, or physics is an advantage.
  • Familiarity with PyTorch or JAX is preferred.

About the Company

Pennsylvania State University

Land-grant university in University Park, PA

Pennsylvania State University is a multi-campus, land-grant public research university whose mission spans undergraduate and graduate education, research, and public service.

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