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Physics Informed Machine Learning Jobs in Marrero, LA

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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 Jun 16, 2026, the average hourly pay for physics informed machine learning in Marrero, LA is $18.34, according to ZipRecruiter salary data. Most workers in this role earn between $11.44 and $23.27 per hour, depending on experience, location, and employer.

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 are popular job titles related to Physics Informed Machine Learning jobs in Marrero, LA? For Physics Informed Machine Learning jobs in Marrero, LA, the most frequently searched job titles are:
What cities near Marrero, LA are hiring for Physics Informed Machine Learning jobs? Cities near Marrero, LA with the most Physics Informed Machine Learning job openings:
RN Staff Nurse (Experienced RN)- Inpatient Units

RN Staff Nurse (Experienced RN)- Inpatient Units

LCMC Health

New Orleans, LA • On-site

Full-time

This job post has expired today. Applications are no longer accepted.


LCMC Health rating

6.5

Company rating: 6.5 out of 10

Based on 125 frontline employees who took The Breakroom Quiz

592nd of 872 rated healthcare providers


Job description

Your Job Is More Than A Job

Inpatient Units:

Acute Care: 3 Center, 4 Center, 5 Center, & 6 Center

Critical Care: PICU, NICU, & CICU

*This job posting is for experienced RNs. RN New Graduates may apply to req#JR0000181.

Why a Great Place to Work:

You're more than your job. Everyone is. And that's what makes you great at your job—all the little extras you bring to work every day, the things that make you you. At LCMC Health we value those things about you, because we know that all those little extras add up to extraordinary. And we've built a culture that supports and celebrates the extraordinary. You'll see it when you come to work here, in the spirit of our places and the faces of our people. And every patient we heal, every family we comfort, every life we improve is the outcome of countless little extras adding up to an extraordinary result. Join LCMC Health, and you'll find that our everyday makes it easy to live your extraordinary.

Essential Functions:

The RN Staff Nurse assesses, plans, implements and evaluates patient care based on the standards of care and the policies of LCMC Health. Delegates to professional and non-professional personnel involved in the delivery of care.

Facilitates and maintains a safe environment for patients and others with a specialty in wound care treatment and prevention:

  • Performs the priority technical procedures required by the area/department/assignment safely, effectively, efficiently and legally.
  • Actively promotes and supports LCMC Health's performance improvement initiatives by consistently implementing infection control practices, maintaining the environment of care consistent with Joint Commission requirements and participating in quality improvement activities and review/audit processes.

Utilizes the nursing process to deliver patient care:

  • Organizes, prioritizes, and coordinates all aspects of care for each assigned patient by coordinating and delegating activities related to patient care management in an appropriate manner and supervising activity of other unit personnel providing care to assigned patients.
  • Communicates using appropriate channels information, data, significant events of problems to appropriate persons, including current patient condition, changes in the patient's condition, laboratory/diagnostic data, intake & output, nutrition needs, assessment findings and changes, changes of shift report, patient/family/physician team member complaints, defective equipment, etc.
  • Keeps patients informed and gives periodic updates as appropriate and positively contributes to the organizational goal of patient throughput.
  • Collaborates with interdisciplinary team members to identify actions to improve patient care and education:
  • Seeks supervision, consultation, and assistance when unable to perform effectively or safely independently.
  • Delegates safely and appropriately to other team members to accomplish direct patient care or support activities.
  • Consistently performs proper hand-off to ensure continuity of care while identifying and communicating problems.
  • Advises supervisor of current or anticipated problems and accepts and completes assignments in a timely fashion.
  • Uses age-appropriate principles of learning and initiates, consults, and collaborates with available patient education resources.
  • Works closely with physical therapy, occupational therapy, speech therapy and social workers to meet the educational needs of the patient/family.

Customer Service:

  • Continuously displays a positive attitude that contributes to patient satisfaction and utilizes the service recovery process to address patients' concern or complaints.
  • Recognizes customer needs and begins to solve problems as soon as they are apparent.
  • Contributes to the team by providing assistance to others without being asked.

Professional Development:

  • Maintains current knowledge in nursing practice
  • Regularly participates in activities to maintain and expand nursing knowledge in area of practice.
  • Readily assists others and works in designated alternative areas when needed.

JOB SPECIFICATIONS

  • Education:
  • Minimum Required: Graduate of an accredited professional school of nursing. Enrollment in a BSN program with in the first year of hire and completion within 3 years. Preferred: BSN
  • Experience:
  • Minimum Required: Sufficient previous clinical experience in area of expertise.
  • License/Certification:
  • Minimum Required: Current Louisiana Nursing License, Basic Life Support (BLS) through the America Heart Association. Meets specific departmental criteria and/or certifications.
  • Special Skills/Training:
  • Minimum Required: (Administrative, Machines) Basic nursing skills. Proficient communication and interpersonal skills. Time management and organizational skills. Astute observational and assessment skills. Utilization of proper body mechanics. Proper operation of infusion pumps, Dinamaps, and fax machines. Knowledge and utilization of hospital computer system. Preferred:

Reporting Relationships:

Does this position formally supervisor employees? Choose Yes or No. If yes, then this position has the authority (delegated) to hire, terminate, discipline, promote or effectively recommend such to manager.

The above job summary is intended to describe the general nature and level of the work being performed by people assigned to this work. This is not an exhaustive list of all duties and responsibilities. LCMC Health reserves the right to amend and change responsibilities to meet organizational needs as necessary.

WORK SHIFT:

Variable Hours (United States of America)

LCMC Health is a community.

Our people make health happen. While our NOLA roots run deep, our branches are the vessels that carry our mission of bringing the best possible care to every person and parish in Louisiana and beyond and put a little more heart and soul into healthcare along the way. Celebrating authenticity, originality, equity, inclusion and a little "come on in" attitude is the foundation of LCMC Health's culture of everyday extraordinary.

Children's Hospital, at the heart of LCMC Health's incredible community of care, has been the go-to hospital for expert children's health, wellness, and one-of-a-kind care in Louisiana and the Gulf Coast. Learn more about Children's Hospital's 40+ specialties and our national ranking by U.S. News & World Report as a Best Children's Hospital.

Your extras – (Our Core Values)

  • Deliver healthcare with heart.
  • Give people a reason to smile.
  • Put a little love in your work.
  • Be honest and real, but with compassion.
  • Bring some lagniappe into everything you do.
  • Forget one-size-fits-all, think one-of-a-kind care.
  • See opportunities, not problems – it's all about perspective.
  • Cheerlead ideas, differences, and each other.
  • Love what makes you, you - because we do

You are welcome here.

LCMC Health is an equal opportunity employer. All qualified applicants receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability status, protected veteran status, or any other characteristic protected by law.

Simple things make the difference.

1. To get started, take your time to fully and accurately complete the application for employment. Incomplete applications get bogged down and are often eliminated due to missing information.

2. To ensure quality care and service, we may use information on your application to verify your previous employment and background.

3. To keep our career applications up-to-date, applications are inactive after 6 months and, therefore, require a new application for employment to be completed.

4. To expedite the hiring process, proof of citizenship or immigration status will be required to verify your lawful right to work in the United States.


What LCMC Health employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


LCMC Health logo

About LCMC Health

Sourced by ZipRecruiter

LCMC Health, located in New Orleans, Louisiana, US, is a non-profit health system committed to providing high-quality healthcare services. Established in the year 2009, the company operates in the healthcare industry and dexterously manages several institutions, including children’s hospitals, academic medical centers, and local area hospitals. Employing over 8,500 skilled professionals across its network, LCMC Health's mission is to provide healthcare that goes beyond the ordinary to make a positive difference in every life it touches. Their core values encapsulate this mission too, prominently featuring care, innovation, trust, and respect.

Industry

Health care and social assistance

Company size

5,001 - 10,000 Employees

Headquarters location

New Orleans, LA, US

Year founded

2009

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