U

University of Texas at Austin

Public research university in Austin, TX

Postdoctoral Fellow

Computer VisionConfirmed live in the last 24 hours
Full-timeAustin, TX, USA$70k /yr

About the Job

Requirements

  • A PhD in Computer Science or Electrical Engineering received within the last 3 years.
  • Experience with Python, modern techniques in visual recognition and image segmentation, and the ability to rapidly prototype and fine-tune open-source computer vision models.
  • Ability to travel periodically from Austin to the Marine Science Institute in Port Aransas and drive a personal vehicle.
  • Resume or curriculum vitae, three work references with contact information including at least one supervisor reference, and a letter of interest are required application materials.

Responsibilities

  • Develop automated image-analysis workflows and implement visual validation protocols.
  • Explore active learning and crowdsourced annotation approaches.
  • Quantify organism movement and behavior through image tracking.
  • Advance unsupervised and semi-supervised classification methods to discover previously unrecognized biological groupings.
  • Explore adaptive artificial intelligence-guided imaging strategies, including reinforcement-learning approaches that dynamically optimize sampling based on environmental conditions such as turbidity and currents.
  • Lead the preparation of manuscripts for submission to high-impact peer-reviewed conferences and journals.
  • Contribute to the intellectual development of students and junior researchers.

Desired Qualifications

  • Expertise in computer vision, artificial intelligence or machine learning, and data science.

About the Company

University of Texas at Austin

Public research university in Austin, TX

University of Texas at Austin is a public research university in Austin, Texas. It offers undergraduate, graduate, and professional education across a broad range of fields.

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