Bachelor's degree in physics, mathematics, computer science, or relevant engineering fields ... Experience with R&D of machine learning algorithms * Experience managing a multi-disciplinary R&D ...
Bachelor's degree in physics, mathematics, computer science, or relevant engineering fields ... Experience with R&D of machine learning algorithms * Experience managing a multi-disciplinary R&D ...
Technical SETA SME - Machine Learning, Modeling & Simulation
Bethesda, MD · On-site
$98K - $163K/yr
Bachelor's degree in physics, mathematics, computer science, or relevant engineering fields ... Experience with R&D of machine learning algorithms * Experience managing a multi-disciplinary R&D ...
Technical SETA SME - Machine Learning, Modeling & Simulation
Bethesda, MD · On-site
$98K - $163K/yr
Bachelor's degree in physics, mathematics, computer science, or relevant engineering fields ... Experience with R&D of machine learning algorithms * Experience managing a multi-disciplinary R&D ...
2026 PhD Graduate - Algorithm Researcher - Artificial Intelligence, Machine Learning, and Informatio
Laurel, MD · On-site
Have a PhD in Computer Science, Engineering, Mathematics, Statistics, Physics or related field ... Have 2+ years of experience in the machine learning and data science fields; OR completed and have ...
2026 PhD Graduate - Algorithm Researcher - Artificial Intelligence, Machine Learning, and Informatio
Laurel, MD · On-site
Have a PhD in Computer Science, Engineering, Mathematics, Statistics, Physics or related field ... Have 2+ years of experience in the machine learning and data science fields; OR completed and have ...
Senior A/AI Machine Learning Engineer
Springfield, VA · On-site
$108K - $191K/yr
Electrical Engineering, Computer Science, Computer Engineering, Mathematics, Physics) or equivalent ... Machine Learning, Deep Learning, Computer Vision, or Image Processing • Experience with modern ...
Senior A/AI Machine Learning Engineer
Springfield, VA · On-site
$108K - $191K/yr
Electrical Engineering, Computer Science, Computer Engineering, Mathematics, Physics) or equivalent ... Machine Learning, Deep Learning, Computer Vision, or Image Processing • Experience with modern ...
Senior Data Scientist / AI Machine Learning Research Engineer with Security Clearance
Sterling, VA · On-site
$113K - $237K/yr
D. in computer science, computer engineering, or machine learning, Statistics, applied mathematics or Physics. * Experience applying machine learning to signal processing and/or other time-series ...
Senior Data Scientist / AI Machine Learning Research Engineer with Security Clearance
Sterling, VA · On-site
$113K - $237K/yr
D. in computer science, computer engineering, or machine learning, Statistics, applied mathematics or Physics. * Experience applying machine learning to signal processing and/or other time-series ...
2026 PhD Graduate - Algorithm Researcher - Artificial Intelligence, Machine Learning, and Informatio
Laurel, MD · On-site
Have a PhD in Computer Science, Engineering, Mathematics, Statistics, Physics or related field ... Have 2+ years of experience in the machine learning and data science fields; OR completed and have ...
2026 PhD Graduate - Algorithm Researcher - Artificial Intelligence, Machine Learning, and Informatio
Laurel, MD · On-site
Have a PhD in Computer Science, Engineering, Mathematics, Statistics, Physics or related field ... Have 2+ years of experience in the machine learning and data science fields; OR completed and have ...
Develop deep learning and classical machine learning (ML) models for applications in chemistry and ... learning, and physics-informed or symmetry-preserving model architectures. * Experience with ...
Develop deep learning and classical machine learning (ML) models for applications in chemistry and ... learning, and physics-informed or symmetry-preserving model architectures. * Experience with ...
Machine Learning Engineer- Senior with Security Clearance
Chantilly, VA · On-site
$118K - $162K/yr
Overview SOSi is seeking a skilled Machine Learning Engineer to support a US government customer in ... informed decision-making. Qualifications Minimum Requirements * Existing TS/SCI (with poly). This ...
Machine Learning Engineer- Senior with Security Clearance
Chantilly, VA · On-site
$118K - $162K/yr
Overview SOSi is seeking a skilled Machine Learning Engineer to support a US government customer in ... informed decision-making. Qualifications Minimum Requirements * Existing TS/SCI (with poly). This ...
Sr. Radar Systems Engineer
Laurel, MD · On-site
Work with physics-based modeling and simulation (M&S), advanced data-analysis, and machine-learning techniques to create innovative sensor-performance tools. * Collaborative Culture: Join a highly ...
Sr. Radar Systems Engineer
Laurel, MD · On-site
Work with physics-based modeling and simulation (M&S), advanced data-analysis, and machine-learning techniques to create innovative sensor-performance tools. * Collaborative Culture: Join a highly ...
Radar Systems Engineer
Laurel, MD · On-site
Work with physics-based modeling and simulation (M&S), advanced data-analysis, and machine-learning techniques to create innovative sensor-performance tools. * Collaborative Culture: Join a highly ...
Radar Systems Engineer
Laurel, MD · On-site
Work with physics-based modeling and simulation (M&S), advanced data-analysis, and machine-learning techniques to create innovative sensor-performance tools. * Collaborative Culture: Join a highly ...
Artificial Intelligence/Machine Learning Engineer
Annapolis Junction, MD · On-site
$47.60 - $108.18/hr
Job TitleArtificial Intelligence/Machine Learning EngineerOverview EverWatch is a government ... Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed ...
Artificial Intelligence/Machine Learning Engineer
Annapolis Junction, MD · On-site
$47.60 - $108.18/hr
Job TitleArtificial Intelligence/Machine Learning EngineerOverview EverWatch is a government ... Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed ...
Artificial Intelligence/Machine Learning Engineer
Annapolis Junction, MD · On-site
$47.60 - $108.18/hr
Job TitleArtificial Intelligence/Machine Learning EngineerOverview EverWatch is a government ... Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed ...
Artificial Intelligence/Machine Learning Engineer
Annapolis Junction, MD · On-site
$47.60 - $108.18/hr
Job TitleArtificial Intelligence/Machine Learning EngineerOverview EverWatch is a government ... Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed ...
Artificial Intelligence/Machine Learning Engineer
Annapolis Junction, MD · On-site
$47.60 - $108.18/hr
Job Title Artificial Intelligence/Machine Learning Engineer Overview EverWatch is a government ... Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed ...
Artificial Intelligence/Machine Learning Engineer
Annapolis Junction, MD · On-site
$47.60 - $108.18/hr
Job Title Artificial Intelligence/Machine Learning Engineer Overview EverWatch is a government ... Your work will streamline analytical tasks, improve data accessibility, and support rapid, informed ...
Artificial Intelligence/Machine Learning (AI/ML) Engineer Skill with Security Clearance
Annapolis, MD · On-site
$192K - $241K/yr
Active TS/SCI w/ polygraph * 10 years experience deploying machine learning algorithms is required ... Additional details on the precise hours will be informed to the candidate from the Program Manager ...
Artificial Intelligence/Machine Learning (AI/ML) Engineer Skill with Security Clearance
Annapolis, MD · On-site
$192K - $241K/yr
Active TS/SCI w/ polygraph * 10 years experience deploying machine learning algorithms is required ... Additional details on the precise hours will be informed to the candidate from the Program Manager ...
... physics-informed simulation--to support perception, planning, and verification workflows ... Familiarity with machine learning approaches to geometry (e.g., 3D neural representations, learned ...
Quick apply
... physics-informed simulation--to support perception, planning, and verification workflows ... Familiarity with machine learning approaches to geometry (e.g., 3D neural representations, learned ...
Assistant Professor in Water Resources Engineering
College Park, MD · On-site
$51K - $177K/yr
... as physics-informed AI, explainable AI, data science, machine learning, deep learning, and remote and/or in situ sensing systems. Earned a PhD in water resources engineering or a closely related ...
Assistant Professor in Water Resources Engineering
College Park, MD · On-site
$51K - $177K/yr
... as physics-informed AI, explainable AI, data science, machine learning, deep learning, and remote and/or in situ sensing systems. Earned a PhD in water resources engineering or a closely related ...
Assistant Professor in Water Resources Engineering
College Park, MD · On-site
$51K - $177K/yr
... as physics-informed AI, explainable AI, data science, machine learning, deep learning, and remote and/or in situ sensing systems. Earned a PhD in water resources engineering or a closely related ...
Assistant Professor in Water Resources Engineering
College Park, MD · On-site
$51K - $177K/yr
... as physics-informed AI, explainable AI, data science, machine learning, deep learning, and remote and/or in situ sensing systems. Earned a PhD in water resources engineering or a closely related ...
Solid understanding of data analysis, physics, linear algebra, statistics, algorithms, optimization, and/or machine learning methods * Proficiency in one or more programming languages like Python ...
Solid understanding of data analysis, physics, linear algebra, statistics, algorithms, optimization, and/or machine learning methods * Proficiency in one or more programming languages like Python ...
NIST PREP Postdoc Associate Applying Machine Learning Methodologies to Predict Spectra of PFAS
Gaithersburg, MD · On-site
$90K - $110K/yr
Postdoctoral Researcher Applying Machine Learning Methodologies to Predict Spectra of PFAS ... PhD. in chemistry, physics, or a closely aligned field. * Demonstrated experience in conducting ...
NIST PREP Postdoc Associate Applying Machine Learning Methodologies to Predict Spectra of PFAS
Gaithersburg, MD · On-site
$90K - $110K/yr
Postdoctoral Researcher Applying Machine Learning Methodologies to Predict Spectra of PFAS ... PhD. in chemistry, physics, or a closely aligned field. * Demonstrated experience in conducting ...
Our team applies disciplines such as sensor and data fusion, signal and image processing, operations research, applied physics, machine learning, and artificial intelligence to build systems that ...
Our team applies disciplines such as sensor and data fusion, signal and image processing, operations research, applied physics, machine learning, and artificial intelligence to build systems that ...
Physics Informed Machine Learning information
See Washington, DC salary details
$5.99 - $8.07
0% of jobs
$8.07 - $10.15
0% of jobs
$10.15 - $12.23
0% of jobs
$12.23 - $14.31
24% of jobs
$14.40 is the 25th percentile. Wages below this are outliers.
$14.31 - $16.39
16% of jobs
$16.39 - $18.46
0% of jobs
$18.46 - $20.54
0% of jobs
$20.54 - $22.62
0% of jobs
$22.62 - $24.70
0% of jobs
The median wage is $25.20 / hr.
$24.70 - $26.78
40% of jobs
$26.78 - $28.86
19% of jobs
$5
$22
$28
How much do physics informed machine learning jobs pay per hour?
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 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 is a Physics Informed Machine Learning job?
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.

$98K - $163K/yr
Full-time
Medical, Dental, Vision, Life, Retirement
Posted 5 days ago
Guidehouse rating
7.5
Based on 26 frontline employees who took The Breakroom Quiz
37th of 58 rated business consultants
Job description
Job Family:
Data Science & Analysis (ESA)
Travel Required:
Clearance Required:
What You Will Do:
The Technical SETA will provide support in the execution of the lifecycle of a research program from development, source selection, execution, closeout, and transition. The Technical SETA will be responsible for attending meetings, workshops, conferences, and testing events as the Subject Matter Expert.
In this role, the Technical SETA will serve as the Subject Matter Expertise in Circuit Automation and Design Engineering using Artificial Intelligence.
What You Will Need:
An ACTIVE and MAINTAINED TS/SCI Federal or DoD securityclearance with a polygraph
Bachelor's degree in physics, mathematics, computer science, or relevant engineering fields (electrical, computer, systems, software)
EIGHT (8) or more years of work experience in physics, mathematics, computer science, or relevant engineering fields (electrical, computer, systems, software). Experience should include, but not be limited to:
Experience in the development of trajectory analytics or human mobility modeling
Experience with R&D of spatiotemporal data modeling
Experience with R&D of machine learning algorithms
Experience managing a multi-disciplinary R&D or Test and Evaluation (T&E) team
Experience creating program plans, work breakdown structures, and milestone schedules
What Would Be Nice To Have:
Master's degree or PhD in physics, mathematics, computer science, or relevant engineering fields (electrical, computer, systems, software) with FOUR (4) or more years of work experience
Experience with microsimulation of human mobility
Experience with architectures supporting large spatiotemporal data management and processing
Experience in the Intelligence Community (IC), including requirements, CONOPS, and transition
Experience with R&D of cloud engineering and management of cloud-based architectures
Experience managing a multi-disciplinary R&D or T&E team
Experience with R&D of machine learning algorithms
Experience as a Project Manager or Deputy Project Manager
Experience with utilization, development, and management of cloud environments and/or classified commercial cloud environments
Ability to proactively manage multiple, concurrent tasks
Excellent writing and editing skills, including the ability to develop succinct, comprehensive, and understandable documents using complex data from multiple sources
Excellent slide development and PowerPoint skills, with the ability to visually communicate complex ideas at a high level for technically savvy but non-expert audiences
Strong organizational, problem-solving, and time-management skills; detail oriented
What We Offer:
Guidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace.
Benefits include:
Medical, Rx, Dental & Vision Insurance
Personal and Family Sick Time & Company Paid Holidays
Position may be eligible for a discretionary variable incentive bonus
Parental Leave and Adoption Assistance
401(k) Retirement Plan
Basic Life & Supplemental Life
Health Savings Account, Dental/Vision & Dependent Care Flexible Spending Accounts
Short-Term & Long-Term Disability
Student Loan PayDown
Tuition Reimbursement, Personal Development & Learning Opportunities
Skills Development & Certifications
Employee Referral Program
Corporate Sponsored Events & Community Outreach
Emergency Back-Up Childcare Program
Mobility Stipend
About Guidehouse
Guidehouse is an Equal Opportunity Employer-Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.
Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco.
If you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at RecruitingAccommodation@guidehouse.com. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation.
All communication regarding recruitment for a Guidehouse position will be sent from Guidehouse email domains including @guidehouse.com or guidehouse@myworkday.com. Correspondence received by an applicant from any other domain should be considered unauthorized and will not be honored by Guidehouse. Note that Guidehouse will never charge a fee or require a money transfer at any stage of the recruitment process and does not collect fees from educational institutions for participation in a recruitment event. Never provide your banking information to a third party purporting to need that information to proceed in the hiring process.
If any person or organization demands money related to a job opportunity with Guidehouse, please report the matter to Guidehouse's Ethics Hotline. If you want to check the validity of correspondence you have received, please contact recruiting@guidehouse.com. Guidehouse is not responsible for losses incurred (monetary or otherwise) from an applicant's dealings with unauthorized third parties.
Guidehouse does not accept unsolicited resumes through or from search firms or staffing agencies. All unsolicited resumes will be considered the property of Guidehouse and Guidehouse will not be obligated to pay a placement fee.
What Guidehouse employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About Guidehouse
Sourced by ZipRecruiter
Industry
Business management consulting
Company size
10,000+ Employees
Headquarters location
Falls Church, VA, US
Year founded
2005