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Mathematical Modeling Postdoc Jobs in Philadelphia, PA

Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK ... Your work will shape how models learn, reason, and perform through high-quality, real-world input.

Postdoctoral Scientist (AI/ML) J&J Innovative Medicine - Productivity AI/ML team is recruiting a ... Fine tune and adapt large language models (LLMs) to create solutions including conducting ...

Postdoctoral Scientist (AI/ML) J&J Innovative Medicine - Productivity AI/ML team is recruiting a ... Fine tune and adapt large language models (LLMs) to create solutions including conducting ...

Mathematical Modeling Postdoc information

What does a mathematical modeling postdoc do?

A Mathematical Modeling Postdoc conducts advanced research using mathematical techniques to analyze and solve complex real-world problems in fields such as biology, engineering, physics, or social sciences. They typically develop and apply mathematical models, run simulations, analyze data, and interpret results to support scientific or industrial projects. Postdocs in this role often collaborate with interdisciplinary teams, publish research findings, and may also assist in mentoring students or contributing to grant proposals.

What are the key skills and qualifications needed to thrive as a mathematical modeling postdoc?

A Mathematical Modeling Postdoc requires an advanced degree (typically a PhD) in mathematics, applied mathematics, or a related quantitative field, along with strong analytical and problem-solving abilities. Expertise with programming languages such as Python, MATLAB, or R, and experience with simulation software or computational tools, are commonly expected. Strong communication, collaboration, and critical thinking skills help in presenting findings and working effectively within research teams. These competencies are vital for developing robust models, interpreting complex data, and contributing to innovative research outcomes.

What are some common challenges faced by mathematical modeling postdocs when transitioning from academic research to collaborative industry projects?

Mathematical Modeling Postdocs often encounter challenges when moving from academic research to industry settings, particularly in adapting to faster-paced timelines and working within interdisciplinary teams. In industry, projects may require quick prototyping and the ability to communicate complex mathematical concepts to non-experts, such as engineers or business stakeholders. Building effective collaborations and aligning research goals with organizational objectives can also be a significant adjustment. However, these challenges provide valuable experience and broaden career prospects in both academia and industry.

What is the difference between Mathematical Modeling Postdoc vs Data Scientist?

AspectMathematical Modeling PostdocData Scientist
Required CredentialsPhD in Mathematics, Applied Mathematics, or related fieldBachelor's or Master's in Data Science, Computer Science, or related field; PhD preferred
Work EnvironmentAcademic research institutions, universities, research labsCorporate, tech companies, startups, or consulting firms
Industry UsageResearch projects, academic publications, grant-funded studiesBusiness analytics, product development, data-driven decision making
Common Search & ComparisonYesYes

While both roles involve analytical skills and data handling, Mathematical Modeling Postdocs focus on academic research and developing theoretical models, whereas Data Scientists apply data analysis techniques to solve practical business problems. The choice depends on whether you prefer research-oriented work or industry applications.

What are popular job titles related to Mathematical Modeling Postdoc jobs in Philadelphia, PA?

For Mathematical Modeling Postdoc jobs in Philadelphia, PA, the most frequently searched job titles are:

Infographic showing various Mathematical Modeling Postdoc job openings in Philadelphia, PA as of August 2026, with employment types broken down into 85% Full Time, 12% Part Time, and 3% Contract. Highlights an 84% Physical, 5% Hybrid, and 11% Remote job distribution.

Postdoctoral Researcher

Swarthmore, PA • On-site

Swarthmore College
Colleges, Universities, and Professional Schools • 501 - 1,000 employees

Full-time

Retirement, PTO

Re-posted 7 days ago


Job description

Postdoctoral Researcher
Job no: 495954
Work type: Limited Term Full Time
Location: Swarthmore
Categories: Staff, Salary (Exempt), On Campus
Swarthmore College is a highly selective liberal arts college located in the suburbs of Philadelphia, whose mission combines academic rigor with social responsibility. Swarthmore has a strong institutional commitment to inclusive excellence and nondiscrimination in its educational program and employment practices and encourages candidates who will further advance the goal of fostering a diverse and inclusive community. As one of the nation's finest institutions of higher learning, Swarthmore College is global in outlook and draws students from around the nation and world. The 425-acre campus is a designated arboretum, complete with gardens, rolling lawns, a creek, wooded hills, and hiking trails in the Crum Woods.
Who We Are:
We invite applications for a postdoctoral position in biological physics / quantitative biology to work in the group of Associate Prof. Eva-Maria Collins in the Biology Department at Swarthmore College. The Collins lab is an interdisciplinary group of undergraduate students, postdocs, and research staff that thrives on teamwork and welcomes diverse candidates to join us.
The opportunity:
We invite applications for a postdoctoral position in biological physics / quantitative biology to work in the group of Associate Prof. Eva-Maria Collins in the Biology Department at Swarthmore College. The Collins lab is an interdisciplinary group of undergraduate students, postdocs, and research staff that thrives on teamwork and welcomes diverse candidates to join us.
Are you a quantitative biologist or biophysicist looking for a postdoctoral position that combines rigorous, high-impact research with real teaching and mentoring experience? This NSF-funded position in our team might be exactly what you are looking for! You will investigate how a simple animal coordinates cellular signaling and mechanical forces to drive dramatic, whole-body tissue deformations - using Hydra as a powerful experimental system that bridges cell biology, biophysics, and organismal behavior. Hydra is easy to maintain in the laboratory and uniquely suited for in vivo biomechanics studies due to its simple anatomy, optical transparency, and amenability to chemical, physical, and genetic perturbations. The interdisciplinary nature of the project leaves ample room for you to bring your own ideas and approaches to the table. Applicants with experience in developing new experimental and/or computational approaches and an interest in mathematical modeling of biological systems are especially encouraged to apply.
The postdoctoral position offers significant research autonomy, opportunities to mentor undergraduate researchers, and access to a vibrant scientific community at Swarthmore College and at the University of Pennsylvania (only a 20 min drive away). While the position is well suited for candidates considering faculty positions at primarily undergraduate institutions, we welcome applicants at any stage of thinking about their career path. What matters most is curiosity, creativity, and a genuine enthusiasm for tackling open questions at the interface.
Essential Responsibilities
  • Perform experiments, analyze, visualize, and interpret data
  • Perform computational work and mathematical modeling
  • Presentation of work in written reports, scientific manuscripts, grant proposals, and oral presentations
  • Supervise and mentor undergraduate research students
  • Perform animal care, lab chores, and instrument maintenance

Supervisory Responsibilities
  • Co-supervise 1-3 undergraduate students per semester

What you bring:
Required Qualifications
  • PhD in molecular and cellular biology, quantitative biology, biophysics, or closely related field
  • Demonstrated working experience with cellular and molecular biology techniques
  • Demonstrated coding experience in MATLAB or Python (or similar languages)
  • Demonstrated experience with advanced microscopy (e.g. confocal, SPIM)
  • Excellent organizational and communication skills

Preferred Qualifications
  • Demonstrated experience working with cell culture
  • Demonstrated experience with designing and building custom experimental setups
  • Demonstrated experience mentoring student researchers
  • Demonstrated leadership experience

What You Will Get:
You'll work at one of the world's most renowned liberal arts Colleges, with incredible benefits, a stunning 420-acre campus, and a collaborative work environment. Join a team of passionate, creative people who work hard and have fun supporting the College students, faculty, and staff.
We want to hear from you if you are excited about this role! For full consideration and priority review, submit applications with pay expectations, including a resume and cover letter, and the application materials will be reviewed immediately and on a rolling basis until the position is filled.
The market range for this position is $62,000-$71,000 per year, which represents the College's good faith and reasonable estimate of the range at the time of posting. The salary offered is determined based on factors including, but not limited to, experience and education of the final selected candidate, departmental budget availability, internal salary equity considerations, and available market information.
PA Criminal Clearance Required
Swarthmore College requires a PA Criminal background check for all staff positions prior to the start of employment.
Education Verification Required by Position
An education verification is required for this position because a college degree is a required qualification for this position.
Preview our Benefits Flyer. We offer benefit plans starting at zero cost! Upon benefit eligibility, the College contributes 10% of an employee's salary to their retirement account. Employees are 100% vested in their accounts on the date participation begins.
2026 Swarthmore Benefits Guidebook
Retirement Plans
Tuition Grant Program
Tuition Reimbursement Program
Paid Time Off (Staff)
Holiday Schedule
Swarthmore College is committed to creating a culture of respect and inclusion so that every member of our community feels a sense of belonging. We actively seek and welcome candidates with diverse perspectives and experiences, exceptional qualifications, and a demonstrable commitment to a more inclusive society and world. Swarthmore College is an Equal Opportunity Employer and does not discriminate based on any identity or characteristic protected by law or College Policy.
Advertised: Jul 22 2026 Eastern Daylight Time
Applications close:
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