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Physics Informed Neural Networks Jobs in Virginia

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Physics Informed Neural Networks information

What is a Physics Informed Neural Networks job?

A Physics Informed Neural Networks (PINNs) job typically involves developing and applying neural networks that incorporate physical laws as constraints to solve complex scientific and engineering problems. Professionals in this field work on integrating differential equations into deep learning models to improve predictions and reduce the need for large training datasets. These roles are common in fields like fluid dynamics, material science, and climate modeling, where traditional computational methods can be expensive. Individuals in this role often have expertise in machine learning, numerical methods, and domain-specific physics.

What are the key skills and qualifications needed to thrive in the Physics Informed Neural Networks position, and why are they important?

To thrive in Physics Informed Neural Networks (PINNs), you need a strong background in physics, mathematics, and deep learning frameworks, typically evidenced by advanced degrees in physics, applied mathematics, computer science, or engineering. Experience with programming languages such as Python, and familiarity with libraries like TensorFlow or PyTorch, as well as experience in numerical simulation tools, are commonly required. Strong analytical thinking, problem-solving abilities, and effective communication skills help professionals excel in multidisciplinary teams. These qualifications and soft skills are essential for developing accurate, interpretable models that integrate scientific knowledge with machine learning to solve complex real-world problems.

What are the typical daily tasks involved in a Physics Informed Neural Networks position?

In a Physics Informed Neural Networks role, your daily tasks will often include designing, building, and testing neural network architectures that incorporate physical laws and constraints. You will frequently collaborate with domain experts, such as physicists or engineers, to integrate scientific knowledge into machine learning models and validate the results with real-world data. Regular responsibilities also involve coding, running experiments, analyzing results, and documenting findings for presentation or publication. This collaborative and research-driven environment helps ensure that models are both accurate and physically consistent, and offers opportunities for interdisciplinary learning and skill advancement.

What are popular job titles related to Physics Informed Neural Networks jobs in Virginia? For Physics Informed Neural Networks jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Physics Informed Neural Networks jobs in Virginia look for? The top searched job categories for Physics Informed Neural Networks jobs in Virginia are:
What cities in Virginia are hiring for Physics Informed Neural Networks jobs? Cities in Virginia with the most Physics Informed Neural Networks job openings:
Infographic showing various Physics Informed Neural Networks job openings in Virginia as of July 2026, with employment types broken down into 90% Full Time, and 10% Contract. Highlights an 83% In-person, 5% Hybrid, and 12% Remote job distribution.

Missile and Air Defense Intelligence Analyst

Booz Allen Hamilton, Inc.

Chantilly, VA • On-site

$62K - $141K/yr

Full-time

Medical, Life, Retirement, PTO

Posted 9 days ago


Booz Allen Hamilton rating

8.8

Company rating: 8.8 out of 10

Based on 48 frontline employees who took The Breakroom Quiz

13th of 73 rated business consultants


Job description

Missile and Air Defense Intelligence Analyst
The Opportunity:
Leverage intelligence research experience and foreign conventional missile knowledge to perform threat analysis and characterization. In partnership with Defense Intelligence Analysis Program (DIAP) Intelligence Community (IC) assessment authorities, analyze, characterize, and assess foreign threats informed by all available information in the intelligence record including GEOINT, SIGINT, MASINT, HUMINT, and OSINT. Develop missile threat characterization studies by applying SME and extrapolation beyond the intelligence record for foreign conventional missiles across terrestrial, maritime, and space systems domains. Provide assessments on system Research and Development products, timelines, designs, configurations, capabilities, performance, operations, employment strategies, and signatures. Leverage knowledge of foreign Integrated Air Defense and Ground-Based Radar systems to tailor assessments informing space initiatives generating, evaluating, and recommending force designs that enhance U.S. space-based systems, services, and architectures, such as those for ISR and missile warning.
Apply knowledge of foreign weapon system architectures, networks, and technology along with experience using IC tools and databases to identify, extract, and analyze pertinent information and provide technical analysis to support protection initiatives. Engage IC partners to develop integrated analysis plans, solicit further insights, and collaborate on additional research. Identify information gaps and space threat information needs to task IC entities via standard IC tasking processes and request for information (RFI) tools to conduct additional collection and analysis. Author and coordinate threat assessment products on foreign missile programs combining intelligence information and Department of War (DoW) technical and operations analysis in collaboration with IC and DoW partners.
Join us. The world can't wait.
You Have:
  • 5+ years of experience with all-source intelligence analysis and production
  • 3+ years of experience analyzing foreign conventional weapons and multi-domain support including Ballistic Missiles, Hypersonic Missiles, Unmanned Aerial Vehicles, Combat Aircraft, Non-Traditional ISR, and Integrated Air Defense Systems
  • Experience with national security space systems and architectures
  • Knowledge of foreign military operations and dependencies
  • Knowledge of U.S. national and service-specific IC roles, responsibilities, and DIAP authorities
  • Knowledge of IC reporting, sources, dissemination mechanisms, and tradecrafts
  • Ability to work in a dynamic environment, focused on networking with other IC partners
  • Active TS/SCI clearance; willingness to take a polygraph exam
  • HS diploma or GED

Nice If You Have:
  • Experience providing intelligence support to research and development efforts
  • Experience with conventional weapons at a Service Intelligence Center or IC component
  • Experience working in special access program and special access required environments
  • Knowledge of the missile and missile warning operations planning process
  • Knowledge of current US Space Command and Component intelligence operations
  • Possession of strong written and oral communication skills
  • Bachelor's degree in Information Technology, Physical Science, Engineering, Physics, Mathematics, Operational Research, Computer Science, or an Intelligence field preferred; Master's degree a plus

Clearance:
Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information; TS/SCI clearance is required.
Compensation
At Booz Allen, we celebrate your contributions, provide you with opportunities and choices, and support your total well-being. Our offerings include health, life, disability, financial, and retirement benefits, as well as paid leave, professional development, tuition assistance, work-life programs, and dependent care. Our recognition awards program acknowledges employees for exceptional performance and superior demonstration of our values. Full-time and part-time employees working at least 20 hours a week on a regular basis are eligible to participate in Booz Allen's benefit programs. Individuals that do not meet the threshold are only eligible for select offerings, not inclusive of health benefits. We encourage you to learn more about our total benefits by visiting the Resource page on our Careers site and reviewing Our Employee Benefits page.
Salary at Booz Allen is determined by various factors, including but not limited to location, the individual's particular combination of education, knowledge, skills, competencies, and experience, as well as contract-specific affordability and organizational requirements. The projected compensation range for this position is $62,000.00 to $141,000.00 (annualized USD). The estimate displayed represents the typical salary range for this position and is just one component of Booz Allen's total compensation package for employees. This posting will close within 90 days from the Posting Date.
Identity Statement
As part of the hiring process, we will ask you to complete an identity verification process that leverages advanced biometrics and artificial intelligence to ensure authenticity and protect against identity fraud. You are expected to be on camera during interviews and assessments. We reserve the right to take your picture to verify your identity and prevent fraud.
Candidate AI Usage Policy
AI is a part of our daily work at Booz Allen, and we are committed to the responsible and ethical use of AI tools. However, we want to ensure a fair candidate process based on your own skills and knowledge. As part of this commitment, the use of artificial intelligence (AI) or other tools to assist with responses during interviews (whether in-person or virtual) is prohibited unless permission is explicitly provided.
Work Model
Our people-first culture prioritizes the benefits of collaboration, whether it occurs in person or virtually. To support engagement and effective communication, employees working virtually are generally expected to have their cameras on during meetings.
  • Remote: If this position is listed as remote, there may still be occasions when you are required to work in person at a Booz Allen or customer facility.
  • Hybrid: If this position is listed as hybrid, you will be expected to work from a Booz Allen facility frequently, in alignment with leadership expectations and the needs of the role. You may also be required to work from or visit a customer facility.
  • Onsite: If this position is listed as onsite, work will primarily be performed at a Booz Allen office or customer facility, where employees will collaborate directly with colleagues and customers as required by the role.

Commitment to Non-Discrimination
All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, local, or international law.

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About Booz Allen Hamilton

Sourced by ZipRecruiter

Booz Allen Hamilton is a leading provider of management and technology consulting services to the US government in defense, intelligence, and civil markets. Headquartered in McLean, Virginia, the firm also serves major corporations, institutions, and not-for-profit organizations. Founded in 1914 by Edwin G. Booz, the company has a long-standing tradition of helping clients achieve success by delivering a wide range of consulting services that include strategic planning, human capital and learning, communication, systems development, and others. The company's mission is to empower people to change the world, and it has a reputation for maintaining the highest standards of integrity and-excellence.

Industry

It services

Company size

10,000+ Employees

Headquarters location

McLean, VA, US

Year founded

1914