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Physics Based Machine Learning Jobs in Smithfield, VA

GenAI Solution Architect - VA

Norfolk, VA · On-site

$61 - $80.25/hr

They must possess knowledge of Python, and machine learning frameworks. Responsibilities Develop ... Bachelor's or master's degree in computer science, Data Science, Statistics, Math, Physics, or ...

GenAI Solution Architect - VA

Norfolk, VA · On-site

$61 - $80.25/hr

They must possess knowledge of Python, and machine learning frameworks. Responsibilities Develop ... Bachelor's or master's degree in computer science, Data Science, Statistics, Math, Physics, or ...

Python), for data processing, visualisation and machine and deep learning. Experience in ... and evidence-based manner. Language - English - SLP 3333 - (Listening, Speaking, Reading and ...

Python), for data processing, visualisation and machine and deep learning. Experience in ... and evidence-based manner. Language - English - SLP 3333 - (Listening, Speaking, Reading and ...

Showing results 41-60

Physics Based Machine Learning information

See Smithfield, VA salary details

$4

$18

$23

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

As of Aug 22, 2026, the average hourly pay for physics based machine learning in Smithfield, VA is $18.66, according to ZipRecruiter salary data. Most workers in this role earn between $11.63 and $23.70 per hour, depending on experience, location, and employer.

What is a physics based machine learning?

A Physics Based Machine Learning job involves developing machine learning models that incorporate physical laws and domain knowledge to improve predictions and interpretability. Professionals in this field work at the intersection of physics, data science, and artificial intelligence to create models that are more robust, generalizable, and efficient, especially in scientific and engineering applications. Responsibilities often include data analysis, algorithm development, numerical simulations, and integrating physics-based constraints into ML models. These roles are common in industries like climate science, robotics, materials science, and computational physics.

What does a physics based machine learning professional do?

Physics Based Machine Learning professionals often work on projects that involve applying machine learning techniques to physical systems, such as improving simulations in engineering, optimizing energy systems, or accelerating scientific research through data-driven modeling. Daily tasks might include developing algorithms that incorporate physical laws, analyzing simulation data, and collaborating with experts from engineering, data science, or research teams. The role can involve both theoretical and hands-on work, often requiring iterative testing and validation. This environment provides opportunities to tackle cutting-edge challenges, contribute to innovation, and potentially lead to career paths in research, product development, or advanced analytics.

What are the key skills and qualifications needed to thrive in physics based machine learning?

To thrive in Physics Based Machine Learning, you need advanced knowledge of physics, strong programming skills (Python, MATLAB, or C++), and a deep understanding of machine learning and statistical modeling, typically supported by a master's or PhD in physics, engineering, or a related field. Familiarity with simulation software, scientific computing libraries (such as TensorFlow, PyTorch, NumPy), and version control systems is essential. Strong problem-solving ability, effective communication, and cross-disciplinary collaboration skills set outstanding candidates apart. These competencies are crucial for designing robust, real-world models that integrate physical principles with data-driven techniques to solve complex problems.

What cities near Smithfield, VA are hiring for Physics Based Machine Learning jobs?

Cities near Smithfield, VA with the most Physics Based Machine Learning job openings:

Infographic showing various Physics Based Machine Learning job openings in Smithfield, VA as of August 2026, with employment types broken down into 77% Full Time, 11% Part Time, 6% Temporary, and 6% Contract. Highlights an 100% In-person job distribution, with an average salary of $38,809 per year, or $18.7 per hour.

ENGINEER ELECTRICAL 3

Huntington Ingalls Industries

Newport News, VA • On-site

$99K - $122K/yr

Full-time

Medical, Dental, Vision, Life, Retirement

Re-posted 5 days ago


Huntington Ingalls Industries rating

7.5

Company rating: 7.5 out of 10

Huntington Ingalls Industries

Based on 147 frontline employees who took The Breakroom Quiz

7.4

Company rating compared to similar companies: 7.4 out of 10

Manufacturers average

Based on 75,935 frontline employees who took The Breakroom Quiz


Job description

Req ID: 47548
Team: E50 PROP AND REAC ENG PLNG YRD
Entity: Newport News Shipbuilding
US Citizenship Required for this Position: Yes
Full-Time
Shift: 1st
Relocation: Relocation assistance will be available
Virtual/Telework Opportunity: No - Not eligible for telework
Travel Requirements: Yes, 10%-25% of the time
Clearance Required: No - Clearance Not Required to Start
Salary Range: $99,000.00 to $122,000.00
The anticipated salary range represents the estimated base pay for this role. Final compensation will be determined based on experience, qualifications, and other job-related factors, and may vary from the posted range
Meet HII's Newport News Shipbuilding
With more than 25,000 employees - including third-, fourth- and even fifth-generation shipbuilders - HII's Newport News Shipbuilding (NNS) division is the largest industrial employer in Virginia. We're the sole designer, builder and refueler of U.S. Navy nuclear aircraft carriers and one of two providers of U.S. Navy nuclear submarines. Our diverse and innovative team of professionals ranges from skilled trades to project managers, engineers and software developers to solution architects, technical subject matter experts, and system users. We collaborate together at the forefront of technology, manufacturing, and integration of the most powerful and survivable naval ships in the world. Want to be part of the team? Apply today! We look forward to meeting you.
The Role
This requisition is for a position within the one of the Propulsion and Reactor Engineering Planning Yard's (PREPY) electrical system/component or electromechanical component groups with opportunities to support the development of new aircraft carriers, modernization of the existing aircraft carrier fleet, design of a new battleship class, and standard valve designs used throughout the Navy. The PREPY is a single multidiscipline, cross-platform design agency, which is responsible for the design, development, and lifetime support of the propulsion plants (including reactor plant) of all Navy aircraft carriers (NIMITZ and FORD Class) and nuclear battleships (BBGN Class), as well as the standard valves used across all Navy ships.
Researches, develops, designs, and tests electrical components, equipment, systems, and networks. Designs electrical equipment, facilities, components, products, and systems for commercial, industrial, and domestic purposes.
Must Have
Bachelor's Degree and 5 years of relevant exempt experience;
Master's Degree and 3 years of relevant professional experience;
Ph.D. and 0 years of experience.
Newport News Shipbuilding requires a Bachelor's Degree in engineering from an ABET accredited program.
Nice to Have
Preferred qualifications include:
• Conceptual design knowledge of common electrical/electronic components
• Ability to proactively identify and apply electrical and electronic engineering principles to resolve technical design issues
• Ability to read, analyze, and design electrical schematics and wiring charts
• Familiarity with the use of software to generate physics-based models of electrical circuits and control systems
• Excellent verbal and written communication skills
• Experience with end-user support and troubleshooting
Why HII
We build the world's most powerful, survivable naval ships and defense technology solutions that safeguard our seas, sky, land, space and cyber. HII's diverse workforce includes skilled tradespeople; artificial intelligence, machine learning (AI/ML) experts; engineers; technologists; scientists; logistics experts; and business administration professionals.
Recognized as one of America's top large company employers, we are a values and ethics driven organization that puts people's safety and well-being first. Regardless of your role or where you serve, at HII, you'll find a supportive and welcoming environment, competitive benefits, and valuable educational and training programs for continual career growth at every stage of your career.
Working at HII is more than a job - it's an opportunity to build a future. We offer comprehensive benefits including: medical, prescription drug, dental and vision plan choices, on-site health centers, tele-medicine, wellness resources, employee assistance programs, savings plan options (401K), financial education and planning tools, life insurance, tuition reimbursement, employee discounts, early childhood and post-secondary education scholarships, and more. Some benefits may vary depending on your specific division or work location.
Together we are working to ensure a future where everyone can be free and thrive.
All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, physical or mental disability, age, or veteran status or any other basis protected by federal, state, or local law. U.S. Citizenship may be required for certain positions.
Do You Need Assistance?
If you need a reasonable accommodation for any part of the employment process, please send an e-mail to buildyourcareer@hii-co.com and let us know the nature of your request and your contact information. Reasonable accommodations are considered on a case-by-case basis. Please note that only those inquiries concerning a request for reasonable accommodation will be responded to from this e-mail address.
Additionally, you may also call 1-844-849-8463 for assistance. Press #2 for Newport News Shipbuilding.

Working at Huntington Ingalls Industries

About Huntington Ingalls Industries, in their own words

From Huntington Ingalls Industries

Our 44,000-strong team includes skilled tradespeople; artificial intelligence and machine learning experts; engineers; technologists; scientists; logistics experts; and business administration professionals. Recognized as one of America's top large employers, we are a values and ethics driven organization that puts people's safety and well-being first. Here you'll find a collaborative environment, competitive benefits, and valuable educational and training programs that span our shipbuilding apprentice schools in Virginia and Mississippi to tuition reimbursement programs that support continual career growth at every stage of your career.

Our values of integrity, safety, respect, engagement, responsibility and performance are the foundation of HII's ethical culture that inspires employees to do the right thing each day, regardless of the circumstances.


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