Senior Research Associate II

University of Miami

Confirmed live yesterday High trust

Quick summary

Work type
On-site
Location
Galveston, TXPascagoula, MSMiami, FLBeaufort, NC
Employment
Full-time
Posted
6 days ago
Freshness
Confirmed live yesterday

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Similar $181k
$125k most similar roles pay here $232k

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About University of Miami

The University of Miami is a private research university in Coral Gables, Florida, known for programs in business, law, medicine, marine science, and the arts. Industry: Higher Education & Research

University of Miami currently has 33 open roles on FindRole.

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At a glance

TL;DR · Senior Research Associate II

The Senior Research Associate II joins the Advanced Technology Branch to support the collection and automation of underwater video data processing for fisheries management in the Gulf of Mexico, Atlantic, and Caribbean. This role involves participating in fisheries-independent surveys and utilizing expertise in data collection methodologies and fish identification to develop artificial intelligence and machine learning analytical pipelines. The successful candidate will build systems to detect, track, and classify fish recorded in underwater video surveys while leading the curation of annotation libraries and overseeing model training and evaluation. Key technical requirements include proficiency with VIAME software tools and other open-source AI/ML methodologies. The position requires a master’s degree in a related biological science field and experience in research focused on automated data processing to estimate indices of fish abundance from underwater imagery.

What you'll do

  • Deploy underwater image systems on fisheries-independent surveys to collect video data.
  • Develop and implement AI and machine learning pipelines to process large datasets.
  • Estimate indices of fish abundance from processed underwater video footage.
  • Conduct research on techniques to detect, track, and classify fish in videos.
  • Lead the curation of annotation libraries for model training and evaluation.
  • Utilize VIAME software tools and other open-source AI/ML methodologies.
  • Create implementation plans and contribute to reports and peer-reviewed manuscripts.

What we're looking for

  • Must have a master's degree or higher in a field related to biological sciences.
  • Must have at least one year of work-related experience in fisheries-independent surveys.
  • Must have experience researching the development and implementation of AI/ML methodologies to detect, track, and classify fish in underwater video data.
  • Must have previous experience working with VIAME software or other open source software.
  • Must possess demonstrated organizational and communication skills.
  • Must be able to work as part of a collaborative team while supporting a culture of respect, inclusivity, and cooperation.

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