D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited ... Knowledge of attacks on machine learning algorithms and autonomous systems, and associated ...
D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited ... Knowledge of attacks on machine learning algorithms and autonomous systems, and associated ...
Experienced Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Experienced Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Experienced Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Experienced Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
... to the machine. * Interface with controls engineers to automate control of beamline elements and ... Bachelor's degree in the field of accelerator physics (or equivalent experience). * 5+ years of ...
... to the machine. * Interface with controls engineers to automate control of beamline elements and ... Bachelor's degree in the field of accelerator physics (or equivalent experience). * 5+ years of ...
Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Data Scientist
Lansing, MI · On-site
... Physics, Operations Research, Economics, Electrical Engineering, etc.) * Proficiency in SQL or other data querying language * An understanding of statistical and machine learning techniques ...
Director of Software Engineering (Auburn Hills)
Auburn Hills, MI · On-site
$239K/yr
... informed and engaged in key project decisions * Advances our software capabilities into sensor fusion, machine learning, pet recognition, IoT connectivity and in‑app experience * Develops a clear ...
New
Director of Software Engineering (Auburn Hills)
Auburn Hills, MI · On-site
$239K/yr
... informed and engaged in key project decisions * Advances our software capabilities into sensor fusion, machine learning, pet recognition, IoT connectivity and in‑app experience * Develops a clear ...
New
... informed and engaged in key project decisions * Advances our software capabilities into sensor fusion, machine learning, pet recognition, IoT connectivity and in-app experience * Develops a clear ...
... informed and engaged in key project decisions * Advances our software capabilities into sensor fusion, machine learning, pet recognition, IoT connectivity and in-app experience * Develops a clear ...
Director of Software Engineering
Auburn Hills, MI · On-site
$239K/yr
... informed and engaged in key project decisions * Advances our software capabilities into sensor fusion, machine learning, pet recognition, IoT connectivity and in-app experience * Develops a clear ...
Director of Software Engineering
Auburn Hills, MI · On-site
$239K/yr
... informed and engaged in key project decisions * Advances our software capabilities into sensor fusion, machine learning, pet recognition, IoT connectivity and in-app experience * Develops a clear ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus. ESSENTIAL JOB FUNCTIONS * Develop (design ...
Software Engineer (Quantum and Photonics)
Ann Arbor, MI · On-site
$128K - $169K/yr
... in physics to advance our technologies, products, and services. Key Responsibilities include, but ... Machine Learning: Sound understanding and experience of machine learning algorithms, including ...
Software Engineer (Quantum and Photonics)
Ann Arbor, MI · On-site
$128K - $169K/yr
... in physics to advance our technologies, products, and services. Key Responsibilities include, but ... Machine Learning: Sound understanding and experience of machine learning algorithms, including ...
Analytics Scientist
Dearborn, MI · On-site +1
$130K - $169K/yr
... Machine Learning Model Development to support business decisions in credit risk analysis. We are ... Physics, Computer Engineering or a related field and 3 years of experience in the job offered or a ...
Analytics Scientist
Dearborn, MI · On-site +1
$130K - $169K/yr
... Machine Learning Model Development to support business decisions in credit risk analysis. We are ... Physics, Computer Engineering or a related field and 3 years of experience in the job offered or a ...
... informed decision-making. (Essential) * Establish and oversee AI governance frameworks and ... Professional certification(s) in AI, machine learning, or data science (e.g., AWS ML Specialty ...
... informed decision-making. (Essential) * Establish and oversee AI governance frameworks and ... Professional certification(s) in AI, machine learning, or data science (e.g., AWS ML Specialty ...
... informed decision-making. (Essential) * Establish and oversee AI governance frameworks and ... Professional certification(s) in AI, machine learning, or data science (e.g., AWS ML Specialty ...
... informed decision-making. (Essential) * Establish and oversee AI governance frameworks and ... Professional certification(s) in AI, machine learning, or data science (e.g., AWS ML Specialty ...
... informed decision-making. (Essential) * Establish and oversee AI governance frameworks and ... Professional certification(s) in AI, machine learning, or data science (e.g., AWS ML Specialty ...
... informed decision-making. (Essential) * Establish and oversee AI governance frameworks and ... Professional certification(s) in AI, machine learning, or data science (e.g., AWS ML Specialty ...
... machine learning (ML), cybersecurity, and advanced mission systems. This role requires ... D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited ...
... machine learning (ML), cybersecurity, and advanced mission systems. This role requires ... D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited ...
... machine learning (ML), cybersecurity, and advanced mission systems. This role requires ... D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited ...
... machine learning (ML), cybersecurity, and advanced mission systems. This role requires ... D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited ...
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.
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$110K - $150K/yr
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 29 days ago
Job description
The ATO Systems Security Engineering Technical Leader is expected to provide technical prowess, strategic collaboration, and visionary leadership to the technical team. The ATO Emerging Technologies Team is enabling mission management and multi-domain operations at the edge and is looking for a Technical Leader that can provide a holistic understanding of cybersecurity and electromagnetic spectrum operations (EMSO) strategies to provide a robust mission capability. Working closely with peers in the Emerging Technologies Team as well as product managers and key stakeholders across the ATO and Avionics organization, this individual will facilitate in bringing the strategic vision to reality and provide technical expertise in edge systems security engineering, emerging cybersecurity threats, and EMSO.Job Description
Essential Responsibilities:
More specifically, the individual will:
Provide expertise in systems security engineering, particularly for edge devices and embedded platforms.
Provide expertise in attack techniques, common and emerging threats, and develop defensive mitigation strategies at the logical and physical component level.
Provide expertise in electronic warfare for RF spectrum dominance such as wireless communication, radar, and GPS-denied environments.
Understand and apply industry standards and methodologies such as the Risk Management Framework (RMF).
Security certifications such as Certified Embedded & Device Security Engineer (CEDSE).
CISSP, Security+, Certified Ethical Hacker (CEH) or equivalent as per the DoD Directive 8140 or current DoD 8570 guidelines.
Design, develop, and implement cybersecurity solutions in complex heterogeneous compute systems.
Knowledge of low-level firmware and real-time software for embedded systems, including hardware-software integration, interfacing, and performance optimization.
Develop quantitative risk assessments and analyze cybersecurity vulnerabilities.
Support early-stage pursuit and capture strategies including customer engagement, defining/shaping requirements, proposal writing, and writing white papers.
Collaborate directly with diverse technical teams, business teams, and product managers to co-develop a strategy that facilitates the transition of new technology into the Avionics product portfolio.
Collaborate with subject matter experts (SMEs) and engineers to provide complete and holistic solutions to unique and dynamic customer requirements.
Introduce and network with members of the customer community with GE's strategic leaders and sales representatives.
Maintain a mindset of continuous learning, and be open to changing technical approaches as state-of-the-art technologies evolve.
Develop transition plans such that new technologies developed have a clear path towards successfully fulfilling mission requirements and a continued plan for maturity and productization.
Qualifications/Requirements:
Bachelor's degree in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited university or college (additional relevant work experience may qualify in lieu of degree).
Minimum of 10 years of related experience in systems security engineering, threat intelligence and response, vulnerability assessment, and electronic attacks.
Excellent communication, presentation, and technical writing skills tailored to broad variety of audiences.
Willingness to travel (~25%).
This position requires U.S. citizenship status.
The ability to obtain US Security Clearance.
Desired Characteristics:
Master's degree or Ph.D. in Engineering, Physics, Mathematics, Computer Science, or related field from an accredited university or college.
Active U.S. Security Clearance.
Knowledge of ISR, SIGINT, MASINT, and ELINT.
Experience modeling, simulating, and analyzing emerging threats.
Experience with scripting languages and modeling tools (e.g., Python, MATLAB, C/C++, AFSIM).
Experience with intrusion detection, protection, and mitigation techniques.
Knowledge of electronic attack methodologies such as signal spoofing and jamming, and associated mitigation strategies.
Knowledge of attacks on machine learning algorithms and autonomous systems, and associated mitigation strategies.
Knowledge of system engineering concepts and best practices
Knowledge of digital signal processing (DSP), sensor deployment, and data acquisition.
Proven track record of transitioning applied research to fieldable platforms.
Experience applying the latest advancements in AI/ML to increase cyber resiliency.
Strategic experience working through early-stage pursuits and customer engagement.
Experience with aviation and defense products.
Experience in project leadership and execution.
Experience working with U.S. Government Sponsors.
Experience working on research and development programs and developing rapid-reaction prototypes.
Demonstrated capability to constructively partner and drive alignment across matrixed organization.
Knowledge of avionics interfaces, military standards, and open architecture standards.
The base pay range for this position is $167,000.00 - $223,000.00. The specific pay offered may be influenced by a variety of factors,including the candidate's experience, education, and skill set.This position is also eligiblefor an annual discretionary bonus based on apercentage of your base salary/ commission based on the plan.This posting isexpected to close on07/31/26.
GE Aerospace offers comprehensive benefits and programs to support your health and, along with programs like HealthAhead, your physical,emotional, financial and social wellbeing. Healthcare benefits include medical, dental, vision, and prescription drug coverage; access to aHealth Coach from GE Aerospace; and the Employee Assistance Program, which provides 24/7 confidential assessment, counseling andreferral services. Retirement benefits include the GE Aerospace Retirement Savings Plan, a 401(k) savings plan with company matchingcontributions and company retirement contributions, as well as access to Fidelity resources and planning consultants. Other benefits includetuition assistance, adoption assistance, paid parental leave, disability insurance, life insurance, and paid time-off for vacation or illness.
GE Aerospace (General Electric Company or the Company) and its affiliates each sponsor certain employee benefit plans or programs (i.e., isa "Sponsor"). Each Sponsor reserves the right to terminate, amend, suspend, replace or modify its benefit plans and programs at any time andfor any reason, in its sole discretion. No individual has a vested right to any benefit under a Sponsor's welfare benefit plan or program. Thisdocument does not create a contract of employment with any individual.
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This role requires access to U.S. export-controlled information. Therefore, employment will be contingent upon the ability to prove that you meet the status of a U.S. Person as one of the following: U.S. lawful permanent resident, U.S. Citizen, have been granted asylee or refugee status (i.e., a protected individual under the Immigration and Naturalization Act, 8 U.S.C. 1324b(a)(3)).
Additional InformationGE Aerospace offers a great work environment, professional development, challenging careers, and competitive compensation. GE Aerospace is anEqual Opportunity Employer. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.
GE Aerospace will only employ those who are legally authorized to work in the United States for this opening. Any offer of employment is conditioned upon the successful completion of a drug screen (as applicable).
Relocation Assistance Provided: Yes