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Temporary Machine Learning Postdoc Jobs in Pennsylvania

The Pennsylvania State University

The postdoc will work on topics broadly related to direct and indirect probes of physics beyond the ... Machine Learning/Deep Learning techniques. Education and Experience: A PhD in physics, astronomy ...

The Pennsylvania State University

D. in Statistics, Biostatistics, Machine Learning, or a directly related field at the time of ... For Postdoctoral benefits, please see our Postdoctoral Benefits page.) CAMPUS SECURITY CRIME ...

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Temporary Machine Learning Postdoc information

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 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 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 Pennsylvania? The most popular types of Machine Learning Postdoc jobs in Pennsylvania are:
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What cities in Pennsylvania are hiring for Temporary Machine Learning Postdoc jobs? Cities in Pennsylvania with the most Temporary Machine Learning Postdoc job openings:
Temporary Machine Learning Postdoc jobs near you

Postdoctoral Researcher in Time Domain Astrophysics

Villanova University

Villanova, PA • On-site

Full-time

Re-posted 11 days ago

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Job description

Posting Details
Do you have questions about the application process? If so, please refer to the Applicant FAQ's.
Posting Details (Default Section)
Posting Number:
20251248F
Position Title:
Postdoctoral Researcher in Time Domain Astrophysics
Position Type:
Faculty
Location:
Villanova, PA
Recruitment Type:
Internal/External Applicants
Work Schedule:
full-time/12-months
Department:
186-Physics
Position Summary:
The Department of Physics at Villanova University invites applications for a postdoctoral position in time domain and high-energy astrophysics with Prof. Becka Phillipson. Successful candidates will work on topics broadly related to the study of transient and variable phenomena, with a focus on accreting compact sources (e.g., XRBs, AGN) in preparation for the upcoming Rubin Observatory's LSST. Projects will draw on new and archival observations from optical ground-based (e.g., Zwicky Transient Facility) and satellite (e.g., TESS) observatories, with potential supplementary data from X-ray observatories, and involve complexity analysis on uniquely variable sources. Applicants with general experience related to these observatories, timing variability of compact sources, time domain methodologies generally, machine learning techniques, OR complexity analysis/nonlinear dynamics are particularly well-matched to the opportunity, but applicants with theoretical expertise related to compact object variability or the aforementioned methodologies are also encouraged to apply.
The Villanova Physics Department is dedicated to excellence in teaching and research, and we recognize the importance of involving our undergraduates in cutting-edge research. We are particularly interested in candidates who can contribute in such an atmosphere. Successful candidates will take advantage of opportunities to mentor students in research and in career development. Postdoctoral researchers in the Physics Department also have the opportunity to gain compensated teaching experience in college classrooms. The position is planned for two years, with additional years contingent on the availability of funding.
Villanova is a Catholic university sponsored by the Augustinian Order. The University is an equal opportunity employer and seeks candidates who understand, respect and can contribute to the University's mission and values.
Duties and Responsibilities:
Duties: Analyze/simulate and interpret timing variability of accreting compact sources. Help supervise and mentor students working on related topics. Teach physics, if desired.
Minimum Qualifications:
PhD (or imminent defense) in Astrophysics, Physics, Math/Statistics, or related field
Preferred Qualifications:
Strong interest and expertise in high-energy astrophysics, particularly in timing analysis
Physical Requirements and/or Unusual Work Hours:
Special Message to Applicants:
Review of applications will begin on 7/23 and will continue until the position is filled.
Applications should be submitted to
jobs.villanova.edu/positionwith:
  • a cover letter
  • a 3-page statement of research interests
  • a CV with publication list
  • "Statement of Mission." The statement of mission is a 1-page document detailing the applicant's intended contributions to the University Mission and Enduring Commitments (found here: https://www1.villanova.edu/university/president/about-university.html).
  • Contact information for at least three references, who will receive a secure email link to upload confidential letters of recommendation when the application is submitted.

The intended start date can be as early as September 1 (Fall 2025). For more information, please feel free to email Becka Phillipson at rebecca.phillipson@villanova.edu.
Posting Date:
07/07/2025
Closing Date (11:59pm ET):
Salary Posting Information:
Competitive.
Salary Band:
Job Classification:
faculty

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About Villanova University

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Villanova University, located in Villanova, Pennsylvania, United States, operates within the higher education industry. Its establishment traces back to 1842 by the Augustinians, a Catholic religious order. The university offers a wide range of academic programs in various disciplines, including Liberal Arts and Sciences, Engineering, Nursing, Business, and Law, serving over 10,000 undergraduate, graduate, and law students. Guided by its Augustinian Catholic intellectual tradition, it is committed to community service, and it seeks to cultivate knowledgeable, thoughtful, and ethical leaders. The university’s mission is to empower students to ignite change, with a vision for a just and peaceful world.

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