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Physics Informed Machine Learning Jobs in Rochester, MN

... learning environment and delivering top-notch customer service while making sure we enjoy the ... Promote system upgrades and enhancements to keep customers informed of new technology. * Complete ...

... learning environment and delivering top-notch customer service while making sure we enjoy the ... Promote system upgrades and enhancements to keep customers informed of new technology. * Complete ...

... learning environment and delivering top-notch customer service while making sure we enjoy the ... Promote system upgrades and enhancements to keep customers informed of new technology. * Complete ...

... learning environment and delivering top-notch customer service while making sure we enjoy the ... Promote system upgrades and enhancements to keep customers informed of new technology. * Complete ...

... learning environment and delivering top-notch customer service while making sure we enjoy the ... Promote system upgrades and enhancements to keep customers informed of new technology. * Complete ...

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Physics Informed Machine Learning information

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How much do physics informed machine learning jobs pay per hour?

As of May 30, 2026, the average hourly pay for physics informed machine learning in Rochester, MN is $20.39, according to ZipRecruiter salary data. Most workers in this role earn between $12.69 and $25.91 per hour, depending on experience, location, and employer.

What is a Physics Informed Machine Learning job?

A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

What are the key skills and qualifications needed to thrive in the Physics Informed Machine Learning position, and why are they important?

To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.

What are the typical challenges faced by professionals working in Physics Informed Machine Learning roles?

Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.
What job categories do people searching Physics Informed Machine Learning jobs in Rochester, MN look for? The top searched job categories for Physics Informed Machine Learning jobs in Rochester, MN are:
What cities near Rochester, MN are hiring for Physics Informed Machine Learning jobs? Cities near Rochester, MN with the most Physics Informed Machine Learning job openings:
Research Fellow- Neurosurgery

Research Fellow- Neurosurgery

Mayo Clinic

Rochester, MN

$68.56K - $80.21K/yr

Full-time

Medical, Dental, Vision, Retirement

Posted 9 days ago


Mayo Clinic rating

7.8

Company rating: 7.8 out of 10

Based on 672 frontline employees who took The Breakroom Quiz

130th of 864 rated healthcare providers


Job description

Why Mayo Clinic

Mayo Clinic is top-ranked in more specialties than any other care provider according to U.S. News & World Report. As we work together to put the needs of the patient first, we are also dedicated to our employees, investing in competitive compensation and comprehensive benefit plans - to take care of you and your family, now and in the future. And with continuing education and advancement opportunities at every turn, you can build a long, successful career with Mayo Clinic.

Benefits Highlights
  • Medical: Multiple plan options.
  • Dental: Delta Dental or reimbursement account for flexible coverage.
  • Vision: Affordable plan with national network.
  • Pre-Tax Savings: HSA and FSAs for eligible expenses.
  • Retirement: Competitive retirement package to secure your future.

Responsibilities

Mayo Clinic's Department of Neurosurgery in Rochester, MN recruiting up to two postdoctoral Fellowship position in artificial intelligence. The position is for a 1-2 year paid fellowship working under the mentorship of Dr. Gelareh Zadeh and Dr. Hojjat Salehinejad. The application is open to both clinicians and research candidates, including those currently in training or have recently completed training (post-doc). The expectation at the end of the fellowship is that the fellow will be well prepared to become a leader in Healthcare AI/ML, either in the academic or biotechnology setting.
The ideal candidate must have strong expertise in data structures and algorithms, Python programming language (including Tensorflow/PyTroch), Linux shell scripting, DBMS (e.g. MySQL, Redis), Docker, stochastic processes, statistical learning, and machine learning (particularly deep learning). Expertise in Google Cloud Services (GCP) is a plus.


The candidate must have a track-record of publications/scientific writing and have strong proficiency in all four skills of English language, particularly experience in writing scientific manuscripts. It is anticipated that in addition to an independent research projects candidate will assist in developing the strategies specific to discovery research and deploying AI approaches within the Department of Neurosurgery.

A Research Fellow in Engineering (ENG) is based on role and responsibilities requiring Engineering skills regardless of Ph.D. background. Main skills used in this track may include setting up mechanical research equipment, developing experimental protocols, biomechanics development in orthopedics, implementing protocols, and/or providing engineering technical expertise and analysis. Responsibilities (depending upon area of research) may also involve use of x-ray computed tomography (CT), radiation dosimetry, x-ray physics, and proficiency in Matlab and/or C++ programs. May work in a special engineering group, process and test algorithms, informatics, data for computer programming, and implement algorithms to apply to concepts, research, and clinical applications and devices. 
A Research Fellow at Mayo Clinic is a temporary position intended to provide training and education in research. Individuals will train in the research program of a Mayo Clinic principal investigator. Qualified individuals will demonstrate the potential for research as evidenced by their training and peer-reviewed publications and should become competitive for national research grants. Proof of English proficiency is required for J-1 Short-Term Scholars, Research Scholars, Professors, Specialists, and Student Interns sponsored by Mayo Clinic.


Qualifications

Must have a Ph.D., M.D., or equivalent doctoral degree in a field deemed relevant by the program.


Exemption Status
Exempt
Compensation Detail
$68,564.00 - $80,210.00 / year; Education, experience and tenure may be considered along with internal equity when job offers are extended.
Benefits Eligible
Yes
Schedule
Full Time
Hours/Pay Period
80
International Assignment
No
Site Description
Just as our reputation has spread beyond our Minnesota roots, so have our locations. Today, our employees are located at our three major campuses in Phoenix/Scottsdale, Arizona, Jacksonville, Florida, Rochester, Minnesota, and at Mayo Clinic Health System campuses throughout Midwestern communities, and at our international locations. Each Mayo Clinic location is a special place where our employees thrive in both their work and personal lives. Learn more about what each unique Mayo Clinic campus has to offer, and where your best fit is. 

Equal Opportunity

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender identity, sexual orientation, national origin, protected veteran status or disability status. Learn more about the 'EOE is the Law'.  Mayo Clinic participates in E-Verify and may provide the Social Security Administration and, if necessary, the Department of Homeland Security with information from each new employee's Form I-9 to confirm work authorization.

Recruiter
Beza DejeneQualifications:

Must have a Ph.D., M.D., or equivalent doctoral degree in a field deemed relevant by the program.


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Pay

Benefits

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Get the full story on Breakroom


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About Mayo Clinic

Sourced by ZipRecruiter

Mayo Clinic is the largest integrated, not-for-profit medical group practice in the world. We're building the future, one where the best possible care is available to everyone — and more people can heal at home. Our relentless research turns into earlier diagnoses and new cures. That's how we inspire hope in those who need it most. At Mayo Clinic, experts work together to solve the most challenging unmet needs of patients. Our history of innovation dates back almost 150 years, when brothers Will and Charlie Mayo pioneered an integrated, team-based approach to medicine. Today, that trailblazing spirit drives innovations like Mayo Clinic Platform — which powers new technologies to change how care is delivered to all.

Industry

Hospitals

Company size

10,000+ Employees

Headquarters location

Rochester, MN, US

Year founded

1919