Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Colorado Springs, CO · On-site
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Colorado Springs, CO · On-site
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
AI Solutions Architect
Denver, CO · On-site
$64.75 - $85.50/hr
Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...
AI Solutions Architect
Denver, CO · On-site
$64.75 - $85.50/hr
Leading sales, solution design, and delivery for artificial intelligence, machine learning ... or Physics, or equivalent experience * 8+ years of experience in product sales, software ...
Data Scientist 3
$155K - $185K/yr
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Quick apply
Data Scientist 3
$155K - $185K/yr
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Colorado Springs, CO · On-site
$155K - $185K/yr
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Data Scientist 3
Colorado Springs, CO · On-site
$155K - $185K/yr
Make informed recommendations regarding competing technical solutions by maintaining awareness of ... Relevant experience must be in designing/implementing machine learning, data science, advanced ...
Patent Prosecution Associate Attorney - Denver
Aurora, CO · On-site +1
$240K - $365K/yr
... or Physics * Minimum of 3 years' patent preparation and prosecution experience in a law firm or in-house legal team Preferred Experience Includes: * Machine learning, artificial intelligence, and ...
Quick apply
Patent Prosecution Associate Attorney - Denver
Aurora, CO · On-site +1
$240K - $365K/yr
... or Physics * Minimum of 3 years' patent preparation and prosecution experience in a law firm or in-house legal team Preferred Experience Includes: * Machine learning, artificial intelligence, and ...
Data Scientist - AI Products
Englewood, CO · On-site
$126K - $208K/yr
Bachelor's degree in Statistics, Machine Learning, Computer Science, Engineering, Mathematics, Physics, or a related quantitative field * 6+ years of experience in data science and applied machine ...
Data Scientist - AI Products
Englewood, CO · On-site
$126K - $208K/yr
Bachelor's degree in Statistics, Machine Learning, Computer Science, Engineering, Mathematics, Physics, or a related quantitative field * 6+ years of experience in data science and applied machine ...
Patent Agent
$140K - $240K/yr
... physics. Preferred experience includes patent prosecution in Artificial Intelligence , Machine Learning , 5G-Telecom , Robotics and Semiconductor Manufacturing and Packaging, and Signal Processing.
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Patent Agent
$140K - $240K/yr
... physics. Preferred experience includes patent prosecution in Artificial Intelligence , Machine Learning , 5G-Telecom , Robotics and Semiconductor Manufacturing and Packaging, and Signal Processing.
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or ... Deep understanding of statistical analysis, unsupervised and supervised machine learning algorithms ...
Bachelor's (Master's or PhD preferred) degree in engineering, computer science, physics, math or ... Deep understanding of statistical analysis, unsupervised and supervised machine learning algorithms ...
... Physics, etc.) • 6+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment • 6+ years of experience in ...
... Physics, etc.) • 6+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment • 6+ years of experience in ...
Data Scientist - Aurora, CO
$78K - $236K/yr
Bachelors Degree in Mathematics, Physics, Statistics or related field. * Minimum five (5) years of ... Knowledge of supervised and unsupervised machine learning concepts, such as Artificial Neural ...
Data Scientist - Aurora, CO
$78K - $236K/yr
Bachelors Degree in Mathematics, Physics, Statistics or related field. * Minimum five (5) years of ... Knowledge of supervised and unsupervised machine learning concepts, such as Artificial Neural ...
... machine learning applications. Responsibilities : • Guide clients with high autonomy in AI ... Physics, etc.) • 3+ years of experience in AI/ML algorithm development using core data science ...
... machine learning applications. Responsibilities : • Guide clients with high autonomy in AI ... Physics, etc.) • 3+ years of experience in AI/ML algorithm development using core data science ...
... machine learning, and artificial intelligence. * Have skills and experience developing scientific ... The Johns Hopkins University Applied Physics Laboratory (APL) brings world-class expertise to our ...
... machine learning, and artificial intelligence. * Have skills and experience developing scientific ... The Johns Hopkins University Applied Physics Laboratory (APL) brings world-class expertise to our ...
... physics * The algorithms developed by the candidate include state estimation, nonlinear optimization, and machine learning * Strong technical writing skills are required because all algorithms are ...
... physics * The algorithms developed by the candidate include state estimation, nonlinear optimization, and machine learning * Strong technical writing skills are required because all algorithms are ...
... physics * The algorithms developed by the candidate include state estimation, nonlinear optimization, and machine learning * Strong technical writing skills are required because all algorithms are ...
... physics * The algorithms developed by the candidate include state estimation, nonlinear optimization, and machine learning * Strong technical writing skills are required because all algorithms are ...
Software Engineer
Fort Collins, CO · On-site
$120K - $200K/yr
... Machine Learning (ML) applications. Our software engineers work closely with our researchers and ... Candidates should possess strong math and physics knowledge to enable developing advanced AI/ML ...
Software Engineer
Fort Collins, CO · On-site
$120K - $200K/yr
... Machine Learning (ML) applications. Our software engineers work closely with our researchers and ... Candidates should possess strong math and physics knowledge to enable developing advanced AI/ML ...
... machine learning, and artificial intelligence. * Have skills and experience developing scientific ... The Johns Hopkins University Applied Physics Laboratory (APL) brings world-class expertise to our ...
... machine learning, and artificial intelligence. * Have skills and experience developing scientific ... The Johns Hopkins University Applied Physics Laboratory (APL) brings world-class expertise to our ...
Algorithm Developer with Security Clearance
Fort Collins, CO · On-site
$100K - $190K/yr
... machine learning, estimation theory, computer vision, computational imaging, and/or electromagnetics. Requirements Candidates should have a strong background in engineering, computer science, physics ...
Algorithm Developer with Security Clearance
Fort Collins, CO · On-site
$100K - $190K/yr
... machine learning, estimation theory, computer vision, computational imaging, and/or electromagnetics. Requirements Candidates should have a strong background in engineering, computer science, physics ...
Algorithm Developer
Fort Collins, CO · On-site
$100K - $190K/yr
... machine learning, estimation theory, computer vision, computational imaging, and/or electromagnetics. Requirements Candidates should have a strong background in engineering, computer science, physics ...
Algorithm Developer
Fort Collins, CO · On-site
$100K - $190K/yr
... machine learning, estimation theory, computer vision, computational imaging, and/or electromagnetics. Requirements Candidates should have a strong background in engineering, computer science, physics ...
Senior Treasury Modeling Researcher
Lone Tree, CO · On-site
$105K - $234K/yr
D. in Physics, Applied Mathematics, Engineering, or a related quantitative field, with strong ... Familiarity with machine learning methods where they complement structural modeling objectives.
Senior Treasury Modeling Researcher
Lone Tree, CO · On-site
$105K - $234K/yr
D. in Physics, Applied Mathematics, Engineering, or a related quantitative field, with strong ... Familiarity with machine learning methods where they complement structural modeling objectives.
Physics Informed Machine Learning information
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.
Other
Posted 29 days ago
Job description
What You Must Have : * Possess 2 or more of the following skill areas: * Foundations: (Mathematical, Computational, Statistical) * Data Processing: (Data management and curation, data description and visualization, workflow and reproducibility) * Modeling, Inference, and Prediction: (Data modeling and assessment, domain-specific considerations) * Devise strategies for extracting meaning and value from large datasets. * Make and communicate principled conclusions from data using elements of mathematics, statistics, computer science, and application specific knowledge. Through analytic modeling, statistical analysis, programming, and/or another appropriate scientific method, develop and implement qualitative and quantitative methods for characterizing, exploring, and assessing large datasets in various states of organization, cleanliness, and structure that account for the unique features and limitations inherent in Government data holdings.
* Translate practical mission needs and analytic questions related to large datasets into technical requirements and, conversely, assist others with drawing appropriate conclusions from the analysis of such data. Effectively communicate complex technical information to non-technical audiences. Make informed recommendations regarding competing technical solutions by maintaining awareness of the constantly shifting Government collection, processing, storage and analytic capabilities and limitations.
* Bachelor's degree with 10 years of relevant experience or Associate's degree with 12 years of relevant experience * Bachelor's degree must be in Mathematics, Applied Mathematics Statistics, Applied Statistics, Machine learning, Data Science, Operations Research, or Computer Science or a degree in a related field (Computer Information Systems, Engineering), a degree in the physical/hard sciences (e.g. physics, chemistry, biology, astronomy), or other science disciplines with a substantial computational component (i.e. behavioral, social, or life) may be considered if it included a concentration of coursework (5 or more courses) in advanced Mathematics (typically 300 level or higher, such as linear algebra, probability and statistics, machine learning) and/or computer science (e.g.
algorithms, programming, data structures, data mining, artificial intelligence). College-level requirement, or upper-level math courses designated as elementary or basic do not count. Note: A broader range of degrees will be considered if accompanied by a Certificate in Data Science from an accredited college/university.
* Relevant experience must be in designing/implementing machine learning, data science, advanced analytical algorithms, programming (skill in at least one high-level language (e.g. Python)), statistical analysis (e.g. variability, sampling error, inference, hypothesis testing, EDA, application of linear models), data management (e.g.
data cleaning and transformation), data mining, data modeling and assessment, artificial intelligence, and/or software engineering. Experience in more than one area is strongly preferred. * Active TS/SCI w/ poly
About Tailored Access
Sourced by ZipRecruiter
Industry
It services
Company size
11 - 50 Employees
Headquarters location
Annapolis Junction, MD, US
Year founded
2007