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Physics Informed Machine Learning Jobs in Pennsylvania

AI Solutions Architect

Pittsburgh, PA · On-site

$61.25 - $80.50/hr

Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...

AI Solutions Architect

Philadelphia, PA · On-site

$63.50 - $83.75/hr

Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...

... physics, engineering, etc.) (Required) * 4-7 years experience building and deploying machine learning and deep learning solutions at scale; familiarity with MLOps and DevOps practices and tools ...

... machine learning. Exemplary software engineering skills are also required.Most importantly we are ... The candidate must have a PhD in Physics, Astronomy or a closely related field.This is a term ...

... Physics, or related field. * 5+ years of experience delivering AI/ML solutions in production environments * Strong expertise in: * Machine learning and deep learning * Statistical modeling and ...

S. in Data Science, Computer Science, Engineering, Chemistry, Physics, or related field * M.S. degree preferred in Data Science, Data Analytics, Machine Learning or equivalent * 5+ years of ...

S. in Data Science, Computer Science, Engineering, Chemistry, Physics, or related field * M.S. degree preferred in Data Science, Data Analytics, Machine Learning or equivalent * 5+ years of ...

Technical knowledge across machine learning, deep learning, and statistical modeling * Must obtain ... rules of physics. Meta is proud to be an Equal Employment Opportunity and Affirmative Action ...

Data Scientist

Conshohocken, PA · On-site +1

$175K/yr

Serve as a trusted partner in helping business leaders make data-informed decisions. Qualifications Required * 3+ years of hands-on experience in Data Science, Analytics, Machine Learning, or a ...

... collection, machine learning, etc.) • Publish research findings at top-tier conferences and ... of physics. Equal Employment Opportunity Meta is proud to be an Equal Employment Opportunity ...

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Physics Informed Machine Learning information

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 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 cities in Pennsylvania are hiring for Physics Informed Machine Learning jobs? Cities in Pennsylvania with the most Physics Informed Machine Learning job openings:
Infographic showing various Physics Informed Machine Learning job openings in Pennsylvania as of July 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.
Faculty Medical Physicist - Radiation Oncology Thomas Jefferson University Hospital

Faculty Medical Physicist - Radiation Oncology Thomas Jefferson University Hospital

Thomas Jefferson University Hospitals, Inc.

Philadelphia, PA • On-site

Full-time

Medical, Dental, Vision, Life, Retirement

Posted 23 days ago


Jefferson Health rating

7.7

Company rating: 7.7 out of 10

Based on 346 frontline employees who took The Breakroom Quiz

158th of 886 rated healthcare providers


Job description

Job Details

Sidney Kimmel Medical College at Thomas Jefferson University is now accepting applications for a Faculty Medical Physicist in the Department of Radiation Oncology. The department is seeking a highly motivated individual to join Jefferson's dynamic, collegiate, and expanding physics team.

Job Description

The Thomas Jefferson University Medical Physics Division consists of 33 physicists (including a computational physicist and a physics clinician scientist), 7 physics residents, and 5 post-doctoral research fellows. The Medical Physics Division provides clinical physics services at 13 locations across Philadelphia and the surrounding metro regions. System-wide equipment includes Varian and Elekta Linacs, a ViewRay MRI-Linac, an Elekta Gamma Knife, and a CyberKnife. Brachytherapy is carried out using Elekta's brachytherapy studio. Treatment planning is performed mainly with Eclipse and Mosaiq is used as the record and verify system. The department has established a growing Theranostics program with quantitative SPECT/CT for dosimetry calculation using MIM MRT system.

Jefferson physics faculty lead a highly impactful and diverse research program. The group currently has on-going multiple funded projects by the National Cancer Institute, vendor funded research, as well as Sidney Kimmel Cancer Center funding. Research topics include computational physics, functional imaging, AI and machine learning, computer vision, multi-lesion SRS, alpha- and beta-particle microdosimetry, and physics-led clinical trials. The group has active collaborations with the Jefferson physician faculty, on-going national and international research projects, and is part of the NCI Quantitative Imaging Network. The candidate will have opportunities to join existing funded projects, develop independent research, and collaborate across the cancer center.

Jefferson's Division of Medical Physics has a long-standing history of educating trainees. The department contains a Medical Physics Residency Program and is active in teaching the Medical Physics and Radiation Oncology residents.

Positional overview

We are recruiting for a Medical Physics Faculty position with clinical responsibilities shared between the Cherry Hill/Washington Township locations (4 physicists) and the Center City Philadelphia campus (13 physicists) location. This structure provides the opportunity to participate in the academic and research environment while also contributing to high-quality clinical physics practice at Jefferson's regional sites. The Cherry Hill and Washington Township locations are approximately a 20-30 minute drive from the Center City Philadelphia campus supporting close clinical collaboration across sites. The successful candidate will be expected to perform peer-reviewed research, participate in standard Medical Physics tasks and lead commissioning projects, contribute to a specialty program (SRS, brachytherapy, MRI-Linac), and teach the Medical Physics and Radiation Oncology residents. Dedicated research/project time will be provided.

A PhD in Medical Physics is required for this position. The ideal candidate will be an excellent communicator, have a strong ambition to perform impactful research, be rigorous in their clinical work, and be enthusiastic about participating in educational programs. We encourage 2027 resident graduates as well as more experienced physicists to apply. A formal clinical and research mentorship plan is in place. Full consideration will be given to applications submitted prior to July 24th, 2026. Applicants should forward a curriculum vitae to the physics administrative assistant, Ms. Julianne Johnson at Julianne.Johnson@jefferson.edu.

Work Shift

Workday Day (United States of America)

Worker Sub Type

Regular

Employee Entity

Thomas Jefferson University

Primary Location Address

111 S 11th Street, Philadelphia, Pennsylvania, United States of America

Nationally ranked, Jefferson, which is principally located in the greater Philadelphia region, Lehigh Valley and Northeastern Pennsylvania and southern New Jersey, is reimagining health care and higher education to create unparalleled value. Jefferson is more than 65,000 people strong, dedicated to providing the highest-quality, compassionate clinical care for patients; making our communities healthier and stronger; preparing tomorrow's professional leaders for 21st-century careers; and creating new knowledge through basic/programmatic, clinical and applied research. Thomas Jefferson University, home of Sidney Kimmel Medical College, Jefferson College of Nursing, and the Kanbar College of Design, Engineering and Commerce, dates back to 1824 and today comprises 10 colleges and three schools offering 200+ undergraduate and graduate programs to more than 8,300 students. Jefferson Health, nationally ranked as one of the top 15 not-for-profit health care systems in the country and the largest provider in the Philadelphia and Lehigh Valley areas, serves patients through millions of encounters each year at 32 hospitals campuses and more than 700 outpatient and urgent care locations throughout the region. Jefferson Health Plans is a not-for-profit managed health care organization providing a broad range of health coverage options in Pennsylvania and New Jersey for more than 35 years.

Jefferson is committed to providing equal educational and employment opportunities for all persons without regard to age, race, color, religion, creed, sexual orientation, gender, gender identity, marital status, pregnancy, national origin, ancestry, citizenship, military status, veteran status, handicap or disability or any other protected group or status.

Benefits

Jefferson offers a comprehensive package of benefits for full-time and part-time colleagues, including medical (including prescription), supplemental insurance, dental, vision, life and AD&D insurance, short- and long-term disability, flexible spending accounts, retirement plans, tuition assistance, as well as voluntary benefits, which provide colleagues with access to group rates on insurance and discounts. Colleagues have access to tuition discounts at Thomas Jefferson University after one year of full time service or two years of part time service. All colleagues, including those who work less than part-time(including per diemcolleagues, adjunct faculty, and Jeff Temps), have access to medical (including prescription) insurance.

For more benefits information, please click here


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Benefits

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About Jefferson Health

Sourced by ZipRecruiter

Jefferson Health is a revered name in the healthcare sector, based in Philadelphia, Pennsylvania, US. This nonprofit health system is dedicated to delivering high-quality, compassionate clinical care and services across the region. The organization was founded in 1824 as Jefferson Medical College, and over the years, it has grown into a vast network of physicians and specialists, hospitals, outpatient and urgent care facilities. Offering a comprehensive range of healthcare services, Jefferson Health covers areas including cancer care, neuroscience, orthopedics, and cardiovascular care, among others. The organization's mission is to improve lives by promoting overall health and wellness, emphasizing value-based care, and making innovative medical advancements. Besides, one of their notable achievements includes being recognized by the National Academy of Medicine as a national leader in patient safety improvements.

Industry

Hospitals and health care and social assistance

Company size

10,000+ Employees

Headquarters location

Philadelphia, PA, US