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Physics Informed Machine Learning Jobs in Johnstown, PA

Assists the radiation physicist/dosimetrist with non-complicated procedures. Why join us We believe ... Ongoing learning and career advancement opportunities. What we're looking for Applicants should ...

Assists the radiation physicist/dosimetrist with non-complicated procedures. Why join us We believe ... Ongoing learning and career advancement opportunities. What we're looking for Applicants should ...

Assists the radiation physicist/dosimetrist with non-complicated procedures. Why join us We believe ... Ongoing learning and career advancement opportunities. What we're looking for Applicants should ...

Physics Informed Machine Learning information

See Johnstown, PA salary details

$5

$19

$25

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

As of Aug 30, 2026, the average hourly pay for physics informed machine learning in Johnstown, PA is $19.81, according to ZipRecruiter salary data. Most workers in this role earn between $12.36 and $25.14 per hour, depending on experience, location, and employer.

What is a physics informed machine learning?

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 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 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 popular job titles related to Physics Informed Machine Learning jobs in Johnstown, PA?

For Physics Informed Machine Learning jobs in Johnstown, PA, the most frequently searched job titles are:

What cities near Johnstown, PA are hiring for Physics Informed Machine Learning jobs?

Cities near Johnstown, PA with the most Physics Informed Machine Learning job openings:

Radiation Therapist

Johnstown, PA • On-site


Lifepoint Health
Health Care and Social Assistance • 10K+ employees

5.9

Company rating: 5.9 out of 10

Based on 272 frontline employees who took The Breakroom Quiz

766th of 895 rated healthcare providers

People enjoy working here

Recommended by students

Recommended by parents


Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted yesterday


Job description


$10,000 Sign-On Bonus!
Schedule: Full-time, Monday to Friday rotating 6 AM - 2:30 PM and 6:30 AM - 3:00 PM, + no on-call, weekends very rare, & no holidays.
Your experience matters
Schedule: Full-time, Monday to Friday rotating 6 AM - 2:30 PM and 6:30 AM - 3:00 PM, + no on-call, weekends very rare (typically if machine is down multiple days during the week), & no holidays.
Conemaugh Memorial Medical Center is part of Lifepoint Health, a diversified healthcare delivery network with facilities coast to coast. We are driven by a profound commitment to prioritize your well-being so you can provide exceptional care to others. As a Radiation Therapist joining our team, you're embracing a vital mission dedicated to making communities healthier ®. Join us on this meaningful journey where your skills, compassion and dedication will make a remarkable difference in the lives of those we serve.
More about our team
Radiology/Imaging Services unit provides high-quality diagnostic and interventional imaging services, including wide range of medical imaging procedures, including X-rays, CT scans, MRIs, ultrasounds, and other imaging techniques to diagnose and treat various medical conditions. Valuing and ensuring patient care, patient comfort, safety, and adherence to imaging protocols are paramount while collaborating with healthcare professionals, quality control, and the adoption of new technologies while maintaining quality control measures for equipment and processes, adhering to strict safety protocols, and ensuring compliance with regulatory standards are key functions.
How you'll contribute
A Radiation Therapist whoexcels in this role:
  • Administers radiation therapy treatments, interpreting and executing these plans as defined in the treatment protocols.
  • Insures proper positioning and exposure to patients according to the dosimetry planning and physician prescription.
  • Maintains the required treatment records.
  • Performs simulations and assist with CT simulations when available.
  • Reviews weekly physician reports as per technical maintenance and continuance of care.
  • Fabricates electron shielding blocks as per radiation oncologist orders.
  • Takes portal images / cone beam imaging using linear accelerators on board imaging system for simulation in order to check position of treatment beams with respect to patient anatomy. Also perform weekly portal imaging as dictated by the Oncologist.
  • Performs simple dosimetry calculations and checks under the guidelines of the radiation physicist/dosimetrist.
  • Performs quality assurance on patient charts under the direction of the Medical Physicist.
  • Schedule patients for daily treatment/simulation.
  • Prepares charts in anticipation of chart rounds and quality assurance weekly.
  • Maintains stock as needed in the technical section.
  • Closes out patient chart in ARIA when patients complete treatment.
  • Perform daily QA and spot checks prior to treating patients.
  • Assists the radiation physicist/dosimetrist with non-complicated procedures.

Why join us
We believe that investing in our employees is the first step to providing excellent patient care. In addition to your base compensation, this position also offers:
  • Comprehensive Benefits: Multiple levels of medical, dental and vision coverage for full-time and part-time employees.
  • Financial Protection & PTO: Life, accident, critical illness, hospital indemnity insurance, short- and long-term disability, paid family leave and paid time off.
  • Financial & Career Growth: Higher education and certification tuition assistance, loan assistance and 401(k) retirement package and company match.
  • Employee Well-being: Mental, physical, and financial wellness programs (free gym memberships, virtual care appointments, mental health services and discount programs).
  • Professional Development: Ongoing learning and career advancement opportunities.

What we're looking for
Applicants should have a completed Radiation Therapy Technology training at an Approved program by the American Society of Radiologic Technology. Additional requirements include:
  • Complete Radiation Therapist certification by the American Registry of Radiologic Technologists within one year of employment or have met requirements to work as a Radiation Therapist in the state of PA.
  • BLS certification.

More about Conemaugh Memorial Medical Center
Conemaugh Memorial Medical Center is a 537-bed behavioral health, rehabilitation, and transitional care hospital that has been offering exceptional care to the Johnstown community for over 135 years. We are proud to be recognized by the American Heart Association with the Stroke Gold Plus Quality Achievement Award.
EEOC Statement
"Conemaugh Memorial Medical Center is an Equal Opportunity Employer. Conemaugh Memorial Medical Center is committed to Equal Employment Opportunity for all applicants and employees and complies with all applicable laws prohibiting discrimination and harassment in employment."
About Us
Lifepoint Health is a leader in community-based care and driven by a mission of Making Communities Healthier. Our diversified healthcare delivery network spans 29 states and includes 63 community hospital campuses, 32 rehabilitation and behavioral health hospitals, and more than 170 additional sites of care across the healthcare continuum, such as acute rehabilitation units, outpatient centers and post-acute care facilities. We believe that success is achieved through talented people. We want to create places where employees want to work, with opportunities to pursue meaningful and satisfying careers that truly make a difference in communities across the country.
About the Team
We employ and provide care to people from all walks of life. We are committed to promoting healing, providing hope, preserving dignity and producing value with an inclusive workforce in which diversity is leveraged, respected, and reflective of the patients, family members, customers and team members we serve.

LifePoint Health logo

About LifePoint Health

Sourced by ZipRecruiter

Lifepoint Health serves patients, clinicians, communities and partners across the healthcare continuum. Our diversified healthcare delivery network extends from coast to coast, consisting of community hospitals, rehabilitation and behavioral health hospitals, and additional sites of care.

Industry

Health care and social assistance

Company size

10,000+ Employees

Headquarters location

Brentwood, TN, US

Year founded

1999

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What LifePoint Health employees say

Pay

Benefits

Hours and flexibility

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