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Physics Informed Machine Learning Jobs in Auburn, AL

Works with relevant functions to analyze, design and manufacture complex components using machine ... learning-use both successes and setbacks as opportunities to improve. • Strong Safety ...

Welder IV-Fletcher, North Carolina

Valley, AL

$15.50 - $20.50/hr

Works with relevant functions to select and utilize appropriate resources, tools, machinery and ... Make timely and well-informed decisions to keep the organization moving forward. This involves ...

Physics Informed Machine Learning information

See Auburn, AL salary details

$4

$16

$21

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

As of Sep 7, 2026, the average hourly pay for physics informed machine learning in Auburn, AL is $16.77, according to ZipRecruiter salary data. Most workers in this role earn between $10.43 and $21.30 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 Auburn, AL?

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

What job categories do people searching Physics Informed Machine Learning jobs in Auburn, AL look for?

The top searched job categories for Physics Informed Machine Learning jobs in Auburn, AL are:

What cities near Auburn, AL are hiring for Physics Informed Machine Learning jobs?

Cities near Auburn, AL with the most Physics Informed Machine Learning job openings:

Infographic showing various Physics Informed Machine Learning job openings in Auburn, AL as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution, with an average salary of $34,875 per year, or $16.8 per hour.

Machinist IV - 2nd Shift-Fletcher, North Carolina

Cummins

Valley, AL

$17.25 - $23.75/hr

Other

Posted 2 days ago

New


Cummins rating

8.2

Company rating: 8.2 out of 10

Based on 271 frontline employees who took The Breakroom Quiz

86th of 546 rated manufacturers


Job description


We are looking for a talented Machinist - Level IV to join our team specializing in Manufacturing for our Cummins Inc. facility in Fletcher, NC.
Job Summary:
Works with relevant functions to analyze, design and manufacture complex components using machine tool equipment. Thoroughly understands the protocols of working safely with industrial equipment, electricity and other energy sources. Acts as a formal resource coordinating others. Quickly and effectively adapts to change in the manufacturing environment.
In this role, you will make an impact in the following ways:
Champion Health & Safety
You'll actively protect your team by identifying and reporting hazards, using proper PPE, and promoting a culture of safety and accountability.
Drive Environmental Responsibility
By recognizing how your work affects the environment and minimizing negative impacts, you'll help your organization meet sustainability goals.
Ensure High-Quality Standards
Your attention to detail and commitment to craftsmanship will directly influence product reliability and customer satisfaction.
Support Preventive Maintenance & Continuous Improvement
Your feedback and involvement in equipment failure analysis will help reduce downtime and improve operational efficiency.
Lead in Precision Manufacturing
Your proficiency with CNC and other machine tools will ensure timely, accurate production of parts, supporting delivery targets.
Mentor and Guide Team Members
Acting as a resource for less experienced colleagues, you'll foster skill development and strengthen team performance.
Collaborate to Solve Production Challenges
You'll work cross-functionally to identify constraints, schedule maintenance, and implement solutions that keep production running smoothly.
Engage in Team Development & Process Optimization
Through active participation in TPM initiatives and training, you'll help improve safety, quality, and workflow while growing professionally.
Responsibilities
To be successful in this role you will need the following:
Collaborative Mindset
Build strong partnerships across teams by actively listening, sharing knowledge, and working toward shared goals.
Effective Communication Skills
Tailor your communication style to different audiences-whether you're speaking with peers, leadership, or customers-to ensure clarity and alignment.
Customer-Centric Approach
Understand customer needs deeply and deliver solutions that exceed expectations, strengthening trust and satisfaction.
Sound Decision-Making
Make timely, informed decisions that balance quality, safety, and efficiency, keeping operations moving forward.
Results-Driven Attitude
Stay focused and resilient, consistently meeting goals even when faced with challenges or shifting priorities.
Ability to Manage Complexity
Analyze and simplify complex information to solve problems effectively, especially in fast-paced or high-volume environments.
Commitment to Learning & Growth
Embrace experimentation and continuous learning-use both successes and setbacks as opportunities to improve.
Strong Safety & Manufacturing Knowledge
Apply safety fundamentals and controls knowledge daily, while leveraging your understanding of manufacturing processes, tools, and fixture design to drive quality and efficiency.
Education, Licenses, Certifications:
• High school diploma or certificate of completion of secondary education or equivalent experience to the extent such experience meets applicable regulations.
• This position may require licensing for compliance with export controls or sanctions regulations.
Experience:
• Significant work experience and in-depth knowledge obtained through specialized training and relevant experience.
Qualifications
• Prior experience with CNC machining and working with HMIs.
Shift Premium: $1.00/hr
Working Hours:
11:15pm - 7:15am (Sunday - Thursday)
About Us
Cummins is an equal opportunity employer. Our policy is to provide equal employment opportunities to all qualified persons without regard to race, sex, color, disability, national origin, age, religion, union affiliation, sexual orientation, veteran status, citizenship, gender identity, or other status protected by law.

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About Cummins

Sourced by ZipRecruiter

Cummins Inc., headquartered in Columbus, IN, US, is a global power leader that designs, manufactures, and distributes numerous power products and systems. With its genesis from as early as 1919, the company readily serves diverse industries such as transportation, industrial, generator drive, or marine applications, among others. At the heart of Cummins' operations, its key product lineup encompasses diesel & natural gas engines, generator sets, engine components, and filtration, emission solutions, and electrical power generation systems. Cummins deeply embodies core values of integrity, respect for diversity, teamwork, performance excellence, and social responsibility - all of which dynamically fuel their mission 'Making people's lives better by powering a more prosperous world'.

Industry

Transportation equipment manufacturing

Company size

10,000+ Employees

Headquarters location

Columbus, IN, US

Year founded

1919