U

University of Texas at Austin

Public research university in Austin, TX

Postdoctoral Fellow

Full-Time
$70k/yr
Expert
PhD
Austin, TX, USA
In PersonPeriodic trips to the Marine Science Institute in Port Aransas are required.
AI & Machine LearningComputer Vision
Company Does Not Provide H1B Sponsorship

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

U

University of Texas at Austin

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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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