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Physics Informed Machine Learning Jobs in Lexington, SC

Customer Service

Columbia, SC · On-site

$13 - $17.75/hr

... informed Complete training and maintain knowledge by participating in on-line and hands on ... learning who provides high quality service to our customers Click on the link below to learn more ...

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Physics Informed Machine Learning information

See Lexington, SC salary details

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$21

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

As of Jun 5, 2026, the average hourly pay for physics informed machine learning in Lexington, SC is $17.17, according to ZipRecruiter salary data. Most workers in this role earn between $10.72 and $21.83 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 cities near Lexington, SC are hiring for Physics Informed Machine Learning jobs? Cities near Lexington, SC with the most Physics Informed Machine Learning job openings:
Shipping Manager

Other

Posted 26 days ago


Graphic Packaging International rating

6.8

Company rating: 6.8 out of 10

Based on 119 frontline employees who took The Breakroom Quiz

67th of 109 rated packaging manufacturers


Job description

If you are a GPI employee, please click the Employee Login before applying.

At Graphic Packaging International, we produce the paper cup that held your coffee this morning, the basket that transported those bottles of craft beer you enjoyed last weekend, and the microwave tray that heated your gourmet meal last night. We're one of the largest manufacturers of paperboard and paper-based packaging for some of the world's most recognized brands of food, beverage, foodservice, household, personal care and pet products. Headquartered in Atlanta, Georgia, we are collaborative, diverse, innovative individuals who create inspired packaging while giving back to our communities. 

With over 25,000 employees working in more than 130 locations worldwide, we strive to be environmentally responsible in our industry and in the communities where we operate. We are committed to workplace diversity and offer compensation and benefits programs that are among the industry's best to reward the talented people who make our company successful.

If this sounds like something you would like to be a part of, we'd love to hear from you.

A World of Difference. Made Possible.


 

MISSION / SUMMARY:

The Shipping Manager is the lead position in the Production, Scheduling, and Distribution Department (PS&D). This position reports to the Plant Manager.

 

JOB FUNCTIONSJob functions include, but are not limited to the following:

 

  • Exhibiting safety leadership and encouraging safety engagement.
  • Responsible for safe work environment, including conducting safety meetings and training, observations and correcting unsafe behaviors and conditions, and proactively supporting department and facility leadership in the continuous improvement of safety systems. Support RIR, LTI and zero OSHA serious injuries according to company goals.
  • Drive area continuous improvements initiatives from conception through implementation, to improve area efficiency, reduce costs, and improve reliability.
  • Provide proactive support to foster and improve operator engagement and morale within the department.
  • Effective communication with department and facility leadership, operators, and facility liaisons.
  • The Shipping Manager will have responsibility for the Shipping and Receiving area of the business to include equipment, processes, and people.
  • The PS&D department has the responsibility for scheduling Production runs to include inbound and outbound material movements and railcar management.
  • Coordinating with Corporate scheduling for inbound material and Production scheduling.
  • Ensuring we have enough raw material for production runs and maintaining finished goods inventory.
  • Manage Job Lot and Waste streams.
  • Manages rail demurrage and truck detention processes to minimize accessorial costs, ensure timely equipment turnover, and maintain strong carrier relationships.
  • Maintain all process equipment such as forklifts, clamp trucks, rail king, yard dog, and a basestock and finished goods warehouse that holds 3,500 tons of roll stock; additionally, an onsite auxiliary warehouse that contains overflow stock.
  • This position is responsible for interfacing with and managing the efforts of an offsite external warehouse.
  • Communicating daily with schedulers for the paper machines to ensure our extrusion orders are correct and on time.
  • Develops, analyzes, and clearly communicates daily operational statistics to support informed decisionmaking across teams.
  • The facility ships paper by both truck and rail. There are approximately 13 hourly operations personnel and 2 salaried personnel who will be under the leadership of this position.
  • Supporting crew training, blended learning, and certification activities.
  • Support employee development by assisting in training, certification, hiring, and employee evaluations and one-on-ones for direct reports.
  • Provides proactive support to fellow lead team members by coordinating tasks, sharing insights, and ensuring smooth crossfunctional collaboration.
  • Creating and maintaining a department shift work schedule.

BACKGROUND / EXPERIENCE:

  • A minimum of 5 years of shipping and logistics experience in the Paper Manufacturing or Paper Products Converting area is preferred.
  • Prior experience in coated board is desired.
  • Proficient with roll handling and order entry software processes; specifically, with SAP.
  • Demonstrated record of safety commitment and results.
  • Excellent communication and interpersonal skills with the ability to communicate with groups and individuals at all levels.
  • History of experience and use of Lean Manufacturing tools/concepts is desired.
  • Demonstrated leadership focused on accountability and results.
  • Prior experience with monthly forecasting.
  • Prior experience with Powered Industrial Trucks in a warehouse and paper roll handling application is preferred.
  • Prior experience and working knowledge of safe roll handling / loading procedures and practices.
  • Prior experience in supply chain management.

EDUCATION / KNOWLEDGE:

  • BA or BS in Business Management, Engineering or related field of study is preferred.
  • A high school diploma and 5+ years of experience in paper manufacturing or converting field may be considered as a substitute for degree.

SCHEDULE DEMANDS:

General schedule is day shift; M-F assignment, however, employee must be willing to work alternate schedules occasionally; that may include early mornings, nights, and/or weekends and be punctual while doing so.

Must be able to take after-hour calls.

Occasional overnight travel includes flying, driving, riding or by rail.

  

PHYSICAL DEMANDS:

Sitting or standing for extended periods up to 8 hours.

Occasional Lifting up to 20 lbs.

Reading computer screens or other electronic devices.

Use of various office hand and electrical tools or equipment.

Ability to physically move about a warehouse environment including accessing roll handling equipment.

 

KEY COMPETENCIES:

Action Oriented

Conflict Management

Developing Direct Reports

Priority Setting

Interpersonal Savvy

Integrity and Trust

Problem Solving

Pay Range:   $72,700.00 - $96,900.00

Graphic Packaging is an equal opportunity employer and abides by all applicable federal, state provincial and local laws with respect to the recruitment and hiring process.  We are committed to an inclusive, barrier-free recruitment and hiring process free from discrimination or harassment based upon race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.  Should you require an accommodation for a disability, please contact your Human Resources representative or email accommodations@graphicpkg.com. 


 


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