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Physics Informed Machine Learning Jobs in Bear, DE

Computational Data Scientist

Aberdeen, MD ยท On-site

$115K - $130K/yr

Our employees have backgrounds in engineering, physics, mathematics, chemistry, computer science ... MS or PhD concentration in machine learning with at least three (3) independent projects including ...

Traditional and advanced machine learning techniques and algorithms, such as Logistic Regression ... Bachelor's Degree required in statistics, mathematics, physics, economics, or other analytical or ...

Stay informed about the latest trends and advancements in AI/ML research, implement cutting-edge ... Extensive handsโ€‘on technical experience with machine learning frameworks, libraries, and APIs ...

Apply diverse statistical and machine learning techniques to analyze a variety of datasets to solve ... Physics, Economics, Operations Research, or Computer Science) with an expected graduation date of ...

New

Data Scientist

Edgewood, MD ยท On-site +1

$77K - $176K/yr

... informed decisions. Ultimately, you'll provide a deep understanding of the data, what it all means ... Experience working with Machine Learning, Artificial Intelligence (AI), or Natural Language ...

Data Scientist

Edgewood, MD ยท On-site

$77K - $176K/yr

... informed decisions. Ultimately, you'll provide a deep understanding of the data, what it all means ... Experience working with Machine Learning, Artificial Intelligence (AI), or Natural Language ...

Data Scientist

Edgewood, MD ยท On-site

$77K - $176K/yr

... informed decisions. Ultimately, you'll provide a deep understanding of the data, what it all means ... Experience working with Machine Learning, Artificial Intelligence (AI), or Natural Language ...

... or Physics 7+ years applied experience devising, deploying and servicing statistical and machine learning models on massive datasets; extensive experience in wrangling data from its raw forms to a ...

Senior Software Developer (MLOps)

Aberdeen, MD ยท On-site

$58.50 - $77.50/hr

... informed technology choices for different environments, rapidly diagnose and correct complex software issues in mission-critical systems, and help design, deploy, and operate machine learning ...

Showing results 21-40

Physics Informed Machine Learning information

See Bear, DE salary details

$5

$19

$24

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

As of Sep 9, 2026, the average hourly pay for physics informed machine learning in Bear, DE is $19.30, according to ZipRecruiter salary data. Most workers in this role earn between $12.02 and $24.52 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 cities near Bear, DE are hiring for Physics Informed Machine Learning jobs?

Cities near Bear, DE with the most Physics Informed Machine Learning job openings:

Computational Data Scientist

Aberdeen, MD โ€ข On-site

$115K - $130K/yr

Other

Retirement, PTO

Posted 22 days ago


Key responsibilities

  • Carry out materials research and process modeling using data science methodologies and tools including AI and machine learning.

  • Work with a multidisciplinary team to improve scientific efficiency and impact through decision-making aids such as visual analytics and human-in-the-loop strategies.

  • Apply learning algorithms to high-dimensional, complex, and streaming data sets for smart decision making.


Job description

Join Us in Making a Difference in the Lives of Those Defending Our Nation!Why SURVICE?

Come join the SURVICE Engineering mission to protect, enhance, and enable those who defend the United States. Since 1981, we have supported the DoD community, as well as Homeland Security, advanced technologies, environmental, and commercial markets. Our employees have backgrounds in engineering, physics, mathematics, chemistry, computer science, acquisition, technical writing, training, and other technical and administrative fields. And many of our personnel have DoD and/or operational military experience. If you're looking for a challenging and rewarding career with a leading organization, come see what we can offer you!

PositionComputational Data Scientist
  • Location: Aberdeen Proving Ground, Maryland
  • Security Clearance: Active Clearance or Eligible to Obtain - U.S. citizenship required
  • Salary: $115,000 - $130,000 Depending on Experience and Education
  • Travel: 5%
  • Benefits: SURVICE Engineering offers a total rewards package to include competitive salaries, comprehensive insurance options, paid time off, 401k, flexible spending, tuition reimbursement.
Position Summary

SURVICE Engineering is currently seeking a Computational Data Scientistto support our Aberdeen Research Operation. You will accelerate your career and become an integral team member within the defense community.

Primary Duties and Responsibilities
  • Carry out forward-looking programs of materials research and process modeling leveraging data science methodologies and tools including artificial intelligence, machine learning (ML), probabilistic graph models, neural networks, or other emergent techniques.
  • Work with a multidisciplinary team of ARL experimental, theoretical, and computational scientists through decision making aids such as visual analytics and human-in-the-loop strategies to improve scientific efficiency and impact.
  • Apply learning algorithms on high-dimensional, complex and/or streaming data sets with limited labels and of diverse quality for smart decision making.
  • Pursue data processing of heterogeneous types from numeric, digital objects, images, structured to unstructured from data capture, data integration, data cleaning to data management.
  • Interface with data scientists in academic, industrial and government labs to identify and transition cutting edge tools for use at ARL, and work with outside partners to fill critical gaps in skills and capabilities.
  • Prepare presentations and written documents summarizing efforts in Government format
Minimum Qualifications of Computational Data Scientist

Masters of Science or PhD in Computer Science or Math related discipline and 3+ years of relevant experience. Exceptional candidates with less experience will be considered. Candidates are not required to possess all qualifications; if you possess some of the desired qualifications, please apply.

  • MS or PhD concentration in machine learning with at least three (3) independent projects including internships and thesis work OR minimum of five (5) years of dedicated experience with machine learning.
  • Practical experience in applying data science to model complex real-world problems.
  • Proficient in using Python and AI/ML models.
  • Experience in communicating results through reports and presentations.
About Us

SURVICE Engineering is a nationally recognized, single-source engineering service provider for Government and Industry organizations involved in all phases of the systems engineering process. Our employees are our most valuable asset, and they are proud to have supported the development, testing, analysis, and modeling and simulation (M&S) of many of the major U.S. air, land, and sea combat systems in the field today. They have also contributed their expertise to other vital national defense programs and technologies that involve survivability, cybersecurity, information technology/management, software engineering, unmanned aerial systems (UASs), and metrology/reverse engineering.

SURVICE Engineering is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by law. VEVRAA Federal Contractor.

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