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Temporary Machine Learning Postdoc Jobs in Virginia

The postdoctoral associate will have opportunities to collaborate with experts in AI and machine learning. The post-doctoral associate will also be responsible for data management and dissemination ...

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Temporary Machine Learning Postdoc information

What is a temporary machine learning postdoc?

A Temporary Machine Learning Postdoc is a fixed-term research position, typically held at a university or research institution, focused on advancing knowledge and techniques in machine learning. Postdoctoral researchers in this role work on specific projects, often collaborating with faculty, graduate students, or industry partners. The position is designed to provide advanced training and research experience after earning a PhD, usually lasting from several months to a couple of years. Temporary postdocs may contribute to publishing academic papers, developing algorithms, and mentoring students, while preparing for longer-term academic or industry careers.

What skills and qualifications are needed to thrive as a temporary machine learning postdoc?

To thrive as a Temporary Machine Learning Postdoc, you need a PhD in a relevant field, a solid grasp of machine learning theory, and strong programming skills (often in Python or R). Experience with tools such as TensorFlow, PyTorch, and high-performance computing environments, as well as a record of peer-reviewed research, is typically required. Strong analytical thinking, collaboration, and effective communication help you stand out in this research-intensive role. These skills are essential for advancing cutting-edge research, publishing impactful findings, and contributing to interdisciplinary projects.

What types of projects and collaborations can a temporary machine learning postdoc expect to engage in?

A Temporary Machine Learning Postdoc typically works on cutting-edge research projects, often contributing to ongoing studies or initiating novel investigations within the field. Collaboration is common, both within their immediate research group and with interdisciplinary teams, such as data scientists, domain experts, or industry partners. Postdocs may also mentor graduate students, present findings at conferences, and publish papers, gaining valuable experience that can lead to academic or industry roles. The environment is fast-paced and research-driven, offering opportunities for professional growth and expanding one's research portfolio.

What is the difference between Temporary Machine Learning Postdoc vs Data Scientist?

AspectTemporary Machine Learning PostdocData Scientist
CredentialsPhD in Computer Science, Data Science, or related fieldBachelor's or Master's in Data Science, Computer Science, or related field; often requires experience
Work EnvironmentAcademic or research institutions, labsCorporate, tech companies, startups
Employer & Industry UsageUniversities, research centersBusiness, technology, finance, healthcare
Search & Comparison IntentUnderstanding research-focused roles, academic opportunitiesIndustry roles, applied data analysis, business impact

The Temporary Machine Learning Postdoc is primarily research-oriented, often in academic or research settings, requiring a PhD. In contrast, a Data Scientist typically works in industry, applying data analysis and machine learning to solve business problems, often with a Bachelor's or Master's degree. Both roles involve machine learning skills but differ in environment, focus, and experience level.

What are the most commonly searched types of Machine Learning Postdoc jobs in Virginia?

The most popular types of Machine Learning Postdoc jobs in Virginia are:

What are popular job titles related to Temporary Machine Learning Postdoc jobs in Virginia?

For Temporary Machine Learning Postdoc jobs in Virginia, the most frequently searched job titles are:

What job categories do people searching Temporary Machine Learning Postdoc jobs in Virginia look for?

The top searched job categories for Temporary Machine Learning Postdoc jobs in Virginia are:

What cities in Virginia are hiring for Temporary Machine Learning Postdoc jobs?

Cities in Virginia with the most Temporary Machine Learning Postdoc job openings:

Postdoctoral Research Associate - Center for Healthy Brain Development (Neurology)

Charlottesville, VA • On-site

Other

Posted 8 days ago


Job description

The Center for Healthy Brain Development at the University of Virginia is seeking a Postdoctoral Research Associate to join a multidisciplinary team of investigators studying brain development across the lifespan. We seek a candidate with strong research experience who can hit the ground running in contributing to NIH-funded projects that characterize the neurobiological complexity and clinical heterogeneity of autism spectrum disorder. The successful candidate will develop a rigorous, independent research program that contributes to and complements ongoing studies of typical and atypical neurodevelopment within the Center. The candidate will report to Dr. Kevin Pelphrey and be expected to work collaboratively with other team members (i.e., faculty, students, and staff) while conducting research projects in the Center.

This is a full-time, 12-month appointment renewable for up to two (2) additional one-year terms, contingent on need, satisfactory performance, and funding availability.

Per UVA policy, postdoctoral appointments are generally limited to individuals who received their doctoral degree within the past five years.

Responsibilities
  • Lead cross-species neuroimaging acquisition and analyses.
  • Apply machine learning and other quantitative approaches to high-dimensional neuroimaging and omics datasets.
  • Generate and analyze molecular and cellular data.
  • Contribute to wet-lab efforts in cellular and animal models.
  • Prepare manuscripts and present findings at national and international conferences; contribute to grant applications.
  • Mentor undergraduate and graduate trainees and participate in a collaborative, team-science laboratory environment.
  • Apply for funding mechanisms.

In addition to the above, other duties may be assigned.

Required Knowledge and Skills
  • Experience integrating data across molecular, cellular, and systems levels within a single research program.
  • Demonstrated expertise in autism from biological and behavioral perspectives.
  • Experience working with developmental populations, including children and adolescents.
  • A record of peer-reviewed publications and a track record of independent, self-directed research.
  • Experience mentoring trainees and contributing to community engagement or outreach.
  • Demonstrated ability to secure research funding.
Minimum Qualifications

Education: Doctoral degree in related field.

Physical Demands: This is primarily a sedentary job involving extensive use of desktop computers. The job does occasionally require traveling some distance to attend meetings, and programs.

Preferred Qualifications
  • A Ph.D. in neuroscience, psychology, biology, biomedical engineering, or a related discipline by the appointment start date. Candidates who are ABD at the time of application may be considered, provided they complete all requirements for the Ph.D. before the appointment begins.
  • Demonstrated experience with the acquisition, management, and/or analysis of neuroimaging data.
  • Demonstrated proficiency applying machine learning or other advanced computational and statistical methods to complex biological datasets.
  • Wet-lab experience including stem cell work, animal models, and confocal microscopy.
  • Working knowledge of autism spectrum disorder, including behavioral phenotypes and therapeutic or interventional approaches.
  • Training or experience coding in R, MATLAB, and/or Python.
  • Excellent oral and written communication skills, and a demonstrated ability to manage multiple projects with attention to detail and scientific rigor.

This is an Exempt-level, benefitted position. For more information on the benefits available to postdoctoral associates at UVA, visit postdoc.virginia.edu and hr.virginia.edu/benefits .

This position is based in Charlottesville, VA, and must be performed fully on-site. To learn more about UVA and in the Charlottesville area, visit UVA Life and Embark CVA .

Application review will begin after August 23 and will remain open until filled. Salary will be commensurate with education, experience, and NIH guidelines. Background checks and pre-employment health screenings will be conducted on all new hires prior to employment.

For questions regarding this position, please contact Anna Ballantyne, Administrator, Center for Healthy Brain Development, at ab2zg@virginia.edu.

For questions about the application process or HR related inquiries, please contact Lyndsay Thaxton at enn9zv@virginia.edu.

The University of Virginia is an equal opportunity employer. All interested persons are encouraged to apply, including veterans and individuals with disabilities. Learn more about UVA's commitment to non-discrimination and equal opportunity employment.

Each agency within the Commonwealth of Virginia is dedicated to recruiting, supporting, and maintaining a competent and diverse work force.

Equal Opportunity Employer

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