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Physics Informed Machine Learning Jobs in Hanover, PA

Machine Operator 2

Hunt Valley, MD · On-site

$16.25 - $19.75/hr

... and physics. Waters collaborates with analytical laboratories around the world to advance the ... Join us and enjoy a culture where face-to-face collaboration supports your learning, your progress ...

New

Senior Data Engineer

Hunt Valley, MD · On-site

$139K - $230K/yr

... Machine Learning and business intelligence/insights. What Will You Do? * Build and operationalize ... informed feedback loops to ensure the quality and production readiness of work before release ...

Material Handler

York, PA · On-site

$16.50 - $20/hr

Keep all converting equipment lines full, machines should not wait on product. * Able to read and ... Active learning. PHYSICAL DEMANDS/WORK ENVIRONMENT The physical demands described here are ...

New

Material Handler

York, PA · On-site

$16.50 - $20/hr

Keep all converting equipment lines full, machines should not wait on product. * Able to read and ... Active learning. PHYSICAL DEMANDS/WORK ENVIRONMENT The physical demands described here are ...

New

Material Handler

York, PA · On-site

$16.50 - $20/hr

Keep all converting equipment lines full, machines should not wait on product. * Able to read and ... Active learning. PHYSICAL DEMANDS/WORK ENVIRONMENT The physical demands described here are ...

New

Physics Informed Machine Learning information

See Hanover, PA salary details

$5

$19

$24

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

As of Sep 4, 2026, the average hourly pay for physics informed machine learning in Hanover, PA is $19.29, according to ZipRecruiter salary data. Most workers in this role earn between $12.02 and $24.47 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 job categories do people searching Physics Informed Machine Learning jobs in Hanover, PA look for?

The top searched job categories for Physics Informed Machine Learning jobs in Hanover, PA are:

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

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

Infographic showing various Physics Informed Machine Learning job openings in Hanover, PA 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 $40,114 per year, or $19.3 per hour.

$16.25 - $19.75/hr

Full-time

Medical, Life

Posted 3 days ago

New


BD rating

7.3

Company rating: 7.3 out of 10

Based on 143 frontline employees who took The Breakroom Quiz

314th of 496 rated machine equipment manufacturers


Job description

As a result of the combination of the BD Biosciences and Diagnostic Solutions business with Waters Corporation (NYSE: WAT), by applying to this role, you will be applying for a position with Waters. Waters is a global leader in life sciences, dedicated to accelerating the benefits of pioneering science through analytical technologies, informatics, and service. With a focus on regulated, high-volume testing environments, Waters' innovative portfolio harnesses deep scientific expertise across biology, chemistry, and physics. Waters collaborates with analytical laboratories around the world to advance the release of effective, high-quality medicines, assure the safety of food and water, and drive better patient outcomes by detecting diseases earlier, managing routine infections, and combatting growing antibiotic resistance. Through a shared culture of relentless innovation, Waters' passionate team of approximately 16,000 colleagues partner with customers to turn scientific challenges into breakthroughs that improve lives worldwide. We are the people who give possibilities purpose

BD is one of the largest global medical technology companies in the world. Advancing the world of health is our Purpose, and it's no small feat. It takes the imagination and passion of all of us-from design and engineering to the manufacturing and marketing of our billions of MedTech products per year-to look at the impossible and find transformative solutions that turn dreams into possibilities.

Job Description

Responsibilities:

  • Works within standards and operating procedures to plan, perform, and make decisions regarding the set up and operations of a variety of production equipment, including automated machine processes and controls to perform routine assembly-line production functions of filling, packing, assembling, labeling and inspecting

  • Uses independent judgment in troubleshooting and problem solving under general supervision

  • May perform clean up functions in sterilized areas

  • Identifies the need for minor equipment repairs

  • May analyze and evaluate charts, follows simple diagrams, testing, and inspecting procedures

  • Assists with root-cause analysis activities for process or product exceptions

  • May monitor quality in accordance with statistical process or other control procedures.

  • Ensures accurate documentation of all relevant quality, safety, and maintenance documents. Identifies, troubleshoots, and resolves basic issues associated with the machine performance and/or product quality.

  • Demonstrates the ability to follow established procedures according to Good Manufacturing Practices (GMP)

  • Must follow all BD housekeeping policies and procedures

  • Must follow all BD safety policies and procedures

  • Must be able to work overtime as required to meet BD business requirements

  • Perform other duties as required

Qualifications

Minimum Education/Experience:

  • High school with 2 years manufacturing. Experience in a regulated environment preferred.

  • AA technical degree with 0 years' experience

Basic Skills:

  • Can effectively work in a team setting and communicate effectively across the department

  • Strong attention to detail

  • Ability to be punctual in order to ensure production

  • Ability to work on assignments that are semi-routine in nature with the skill to recognize any deviations from specification

  • Ability to operate independently within the constraints of approved process-related documentation

Proficient/Working Skills:

  • Must be proficient in English with the ability to read, write, analyze/evaluate charts, follow simple diagrams and perform basic arithmetic

  • Basic proficiency with PCs (Personal Computers) and basic use of a Windows environment is required

Why Join Us?

To find purpose in the possibilities, we need people who can see the bigger picture, who understand the human story that underpins everything we do. We welcome people with the imagination and drive to help us reinvent the future of healthcare. At BD, you'll discover a culture in which you can learn, grow and thrive.

We believe that when people connect in person, we learn faster, collaborate more deeply, and build a stronger culture. Join us and enjoy a culture where face-to-face collaboration supports your learning, your progress, and your success.

To learn more about BD visit https://bd.com/careers.

Becton, Dickinson, and Company is an Equal Opportunity Employer. We evaluate applicants without regard to race, color, religion, age, sex, creed, national origin, ancestry, citizenship status, marital or domestic or civil union status, familial status, affectional or sexual orientation, gender identity or expression, genetics, disability, military eligibility or veteran status, and other legally protected characteristics.

Required Skills

Optional Skills

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Primary Work LocationUSA MD - Hunt ValleyAdditional LocationsWork ShiftUS BD 10 Hour 1st Shift 6am - 4pm Mo - Th (United States of America)

At BD, we reward, support and develop our associates through our comprehensive Total Rewards program. We are committed to attracting and retaining high quality talent by providing reward and recognition opportunities that promote a performance-based culture, as well as a competitive package of compensation and benefits programs. You can learn more on our career site under "Our Commitment to You."

Our salary or hourly rate ranges reward associates fairly and competitively. We regularly review these ranges and factors, such as location, contribute to the range displayed.

Our pay is based on the role and the necessary skills and education to perform it successfully. The salary or hourly rate offered is determined by the role's specific requirements, including any applicable step rate pay system at the work location. Salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA) requirements applicable to the work location which may also affect the workplace arrangement of the role.

Salary Range Information

$19.10 - $30.60 USD Hourly

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About BD

Sourced by ZipRecruiter

BD is one of the largest global medical technology companies in the world and is advancing the world of health by improving medical discovery, diagnostics and the delivery of care. We have over 65,000 employees and a presence in virtually every country around the world to address some of the most challenging global health issues.

Industry

Medical equipment and supplies manufacturing and manufacturing

Company size

10,000+ Employees

Headquarters location

Franklin Lakes, NJ, US

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