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Mathematical Modeling Postdoc Jobs in Ohio (NOW HIRING)

$58K - $65K/yr

Natural Sci & Math College School/Unit: Environmental Sciences - 101250 Categories: Full-Time, Post ... This postdoc will be based at U. Toledo and will provide leadership on partitioning ecosystem-scale ...

Mathematical Modeling Postdoc information

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 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 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 are the key skills and qualifications needed to thrive as a Mathematical Modeling Postdoc, and why are they important?

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 popular job titles related to Mathematical Modeling Postdoc jobs in Ohio? For Mathematical Modeling Postdoc jobs in Ohio, the most frequently searched job titles are:
What cities in Ohio are hiring for Mathematical Modeling Postdoc jobs? Cities in Ohio with the most Mathematical Modeling Postdoc job openings:
Postdoctoral Research Fellow- Immuno Engineering

Postdoctoral Research Fellow- Immuno Engineering

Cincinnati Children's Hospital

Cincinnati, OH

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 19 days ago


Cincinnati Children's Hospital Medical Center rating

7.4

Company rating: 7.4 out of 10

Based on 149 frontline employees who took The Breakroom Quiz

321st of 1,004 rated hospitals


Job description

Description:

Dr. Miraldi’s Immuno-Engineering Laboratory seeks a computational research fellow to build mathematical models of the immune system in vivo. These models will be constructed from cutting-edge, high-dimensional, immune-system measurements (e.g., single-cell genomics, chromatin state, proteomics). Our mathematical modeling frameworks span mechanistic (e.g., dynamic gene regulatory networks) to deep learning (e.g., prediction of cellular epigenomes from DNA sequence). Situated at Cincinnati Children’s Hospital, we are dedicated to the design of computational methods and systems-immunology studies that will ultimately improve the health of children. Through close collaboration with our physician and experimental colleagues, we iteratively test and refine our models, so that the models yield novel insights into immune-cell function and ultimately guide new therapeutic strategies in the context of autoimmunity, infectious disease and cancer. The ideal candidate will collaborate closely with experimental immunologists, physicians and other computational biologists. The team will design and execute hybrid computational-experimental strategies that push the boundaries of both immunology and computational biology.

MAJOR DUTIES AND RESPONSIBILITIES:

  • Design, execute, and record laboratory experiments, and analyze the data.
  • Research and improve current methods and evaluate innovative techniques. Implement this knowledge in the Division/Department.
  • Present research at laboratory meetings, journal clubs, seminars, and meetings.
  • Draft, write, and edit scientific reports, papers, journal articles, abstracts, and grants.
  • Maintain currency in field through continuing education, literature, and seminars.
  • Attend required Cincinnati Children’s training sessions and ensure regulatory compliance with all policies and procedures.
  • Perform other duties as assigned.

Cincinnati Children’s Research and Training at a Glance:

  • Among the top in NIH funding for pediatric research institutions
  • Over 1.4 million square feet of research laboratory space
  • 900+ scientists conducting basic, translational, and clinical research
  • Over 2000 publications annually in top-tier journals
  • Access to Employee Resource Groups and Mentorship programs
  • Postdocs have gone on to careers in academia, biotech, pharma, teaching etc.

Learn more about the Postdoctoral Fellowship Program.

Compensation and Benefits:

  • Postdoctoral Research Fellows and Associates are eligible for:
    • Group Health, Dental, and Vision Insurance Plans
    • Paid Time Off
    • Retirement Plan
    • Tuition Reimbursement
    • Relocation Benefits for Eligible Hires

Learn how Cincinnati Children’s is building a diverse workforce!

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Qualifications:
Required:
·Ph.D. in related discipline, MD, or equivalent degree

Preferred:
The ideal candidate will have a quantitative background in computational/systems biology, engineering, computer science, statistics, math, or a related field. He or she will also (1) be a fluent programmer in at least one language (e.g., Python, R, MATLAB) and be willing to develop fluency in other languages, as needed, (2) have research experience in machine learning, bioinformatics and/or mathematical modeling, and (3) a trackable publication record. An enthusiasm and willingness to develop immunology expertise on the job is also necessary.
Cincinnati Children’s is proud to be an Equal Opportunity Employer that values and treasures Diversity, Equity, and Inclusion. We are committed to creating an environment of dignity and respect for all our employees, patients, and families. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, genetic information, national origin, sexual orientation, gender identity, disability or protected veteran status. EEO/AA/M/F/Veteran/Disability

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About Cincinnati Children's Hospital Medical Center

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Cincinnati Children's Hospital Medical Center, located in Cincinnati, OH, US, is a premier pediatric hospital renowned for its exceptional clinical services, research programs, and medical education. The healthcare institution, founded in 1883, holds a sterling reputation in the industry, with a mission to improve child health and transform delivery of care through fully integrated, globally recognized research, education and innovation. As one of the oldest and most distinguished pediatric hospitals in the United States, Cincinnati Children's continues to offer a broad range of high-quality, compassionate care to children in the community and around the globe. As a testament to its dedication, it has consistently been ranked among the top three US pediatric hospitals by U.S. News & World Report.

Industry

Hospitals

Company size

10,000+ Employees

Headquarters location

Cincinnati, OH, US

Year founded

1883