Full-Time

Assistant Research Professor

Pennsylvania State University

Pennsylvania State University

Land-grant university in University Park, PA

No salary listed

Company Does Not Provide H1B Sponsorship

University Park, State College, PA, USA

In Person

The position is based at the University Park campus; remote or hybrid work is not guaranteed.

PhD

Category
Academic & Institutional Research
Required Skills
Python
Neural Networks
PyTorch
Machine Learning
Computer Vision

Get referred to Pennsylvania State University

See people who can refer or advise you

Requirements
  • Candidates must have a Ph.D. in Materials Science and Engineering, Computer Science, Electrical Engineering, Physics, or a related field.
  • Candidates must have postdoctoral or equivalent research experience demonstrating an independent record of publication in applied machine learning, computer vision, and/or scientific data analysis.
  • Extensive programming experience in Python is required.
Responsibilities
  • Lead the development of specialized machine learning models that enable artificial intelligence 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 machine learning models on edge-computing infrastructure for real-time feedback during deposition.
  • Integrate the models with the Lifetime Sample Tracking data platform.
  • Collaborate with LATTICE domain scientists in thin-film growth and characterization, artificial intelligence 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.
  • Domain knowledge of materials science, chemistry, or physics.
  • Familiarity with PyTorch or JAX.
Pennsylvania State University

Pennsylvania State University

View

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

Company Size

N/A

Company Stage

N/A

Total Funding

N/A

Headquarters

N/A

Founded

N/A

Get referred to Pennsylvania State University

See people who can refer or advise you