You will help shape the next generation of simulation and analysis capabilities by integrating AI with traditional computational tools such as CFD, FEA, and multi-physics solvers. In this role, you ...
You will help shape the next generation of simulation and analysis capabilities by integrating AI with traditional computational tools such as CFD, FEA, and multi-physics solvers. In this role, you ...
Lead AI Engineer
Phoenix, AZ · On-site
$96K - $126K/yr
You will help shape the next generation of simulation and analysis capabilities by integrating AI with traditional computational tools such as CFD, FEA, and multi-physics solvers. In this role, you ...
Lead AI Engineer
Phoenix, AZ · On-site
$96K - $126K/yr
You will help shape the next generation of simulation and analysis capabilities by integrating AI with traditional computational tools such as CFD, FEA, and multi-physics solvers. In this role, you ...
Lead Turbine Design Engineer - AI/ML Application
Phoenix, AZ · On-site
$96K - $126K/yr
Knowledge and prior experience with developing AI models for physics-based simulation, engineering analysis, multi-physics modeling, or surrogate modeling. * Strong evidence of demonstrated team ...
Lead Turbine Design Engineer - AI/ML Application
Phoenix, AZ · On-site
$96K - $126K/yr
Knowledge and prior experience with developing AI models for physics-based simulation, engineering analysis, multi-physics modeling, or surrogate modeling. * Strong evidence of demonstrated team ...
Physics 2 Tutor
Tempe, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Tempe, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Scottsdale, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Scottsdale, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Phoenix, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Phoenix, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Gilbert, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Gilbert, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Glendale, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Glendale, AZ · Remote
$18 - $40/hr
Our AI-powered Tutor Copilot enhances your sessions with real-time instructional support, lesson ... Adapts instruction using visual simulations, worked examples, and laboratory-connected problems to ...
Physics 2 Tutor
Chandler, AZ · Remote
$18 - $40/hr
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Physics 2 Tutor
Chandler, AZ · Remote
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Physics 2 Tutor
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Physics 2 Tutor
Mesa, AZ · Remote
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College Physics Tutor
Mesa, AZ · Remote
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College Physics Tutor
Mesa, AZ · Remote
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Physics 2 Tutor
Tucson, AZ · Remote
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Physics 2 Tutor
Tucson, AZ · Remote
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College Physics Tutor
Tempe, AZ · Remote
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College Physics Tutor
Tempe, AZ · Remote
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High School Physics Tutor
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Glendale, AZ · Remote
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Glendale, AZ · Remote
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Phoenix, AZ · Remote
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Phoenix, AZ · Remote
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Tucson, AZ · Remote
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Tucson, AZ · Remote
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Scottsdale, AZ · Remote
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Scottsdale, AZ · Remote
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Chandler, AZ · Remote
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Chandler, AZ · Remote
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Gilbert, AZ · Remote
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Gilbert, AZ · Remote
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Physics Ai Simulation information
What is a Physics AI Simulation?
A Physics AI Simulation job involves creating, developing, and maintaining computer simulations that model physical systems using artificial intelligence techniques. Professionals in this field use their expertise in physics, mathematics, and programming to design simulations for research, engineering, gaming, or educational purposes. They often work with machine learning algorithms to improve the accuracy and efficiency of these simulations, enabling better predictions and deeper insights into complex phenomena. This role typically requires strong analytical skills and experience with simulation software and programming languages.
What are the key skills and qualifications needed to thrive as a Physics AI Simulation specialist?
To thrive as a Physics AI Simulation Specialist, you need a solid background in physics, mathematics, and computer science, often supported by a relevant degree or advanced studies. Familiarity with simulation software such as MATLAB, Simulink, or Unity, and programming languages like Python or C++, is typically required, along with experience in machine learning frameworks. Strong problem-solving, analytical thinking, and effective collaboration skills help distinguish top performers in this field. These competencies ensure accurate modeling, innovative solutions, and effective teamwork in developing realistic and efficient AI-driven simulations.
How do professionals in Physics AI Simulation typically collaborate with other teams to develop accurate models?
In Physics AI Simulation roles, collaboration is integral to creating reliable simulation models. Professionals often work closely with domain experts, such as physicists and engineers, to validate the scientific accuracy of their AI-driven simulations. They also partner with software developers to integrate simulation tools into broader platforms and may engage with data scientists to refine algorithms using experimental or real-world data. Regular interdisciplinary meetings and code reviews are common practices to ensure alignment and quality throughout the project lifecycle.
What is the difference between Physics Ai Simulation vs Data Scientist?
| Aspect | Physics Ai Simulation | Data Scientist |
|---|---|---|
| Required Credentials | Physics or Computer Science degree, knowledge of AI and simulation tools | Statistics, Mathematics, Computer Science degree, programming skills |
| Work Environment | Research labs, tech companies, simulation software development | Business, tech firms, data analysis teams |
| Industry Usage | Physics research, AI-driven simulations, scientific modeling | Data analysis, predictive modeling, business insights |
Physics Ai Simulation focuses on creating AI-driven models to simulate physical phenomena, often requiring physics and AI expertise. Data Scientists analyze data to extract insights, build predictive models, and support decision-making. While both roles involve data and AI, Physics Ai Simulation emphasizes physical modeling and simulation, whereas Data Scientists focus on data analysis and interpretation.
What are popular job titles related to Physics Ai Simulation jobs in Arizona?
For Physics Ai Simulation jobs in Arizona, the most frequently searched job titles are:
What job categories do people searching Physics Ai Simulation jobs in Arizona look for?
The top searched job categories for Physics Ai Simulation jobs in Arizona are:
What cities in Arizona are hiring for Physics Ai Simulation jobs?
Cities in Arizona with the most Physics Ai Simulation job openings:
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 26 days ago
Honeywell rating
8.3
Based on 186 frontline employees who took The Breakroom Quiz
66th of 545 rated manufacturers
Job description
As an Advanced AI Engineer at Honeywell Aerospace, you will provide technical contributions to the development of AI-driven engineering design tools and physics-based machine learning models. This role focuses on applying artificial intelligence, physics-informed methods, and surrogate modeling to accelerate the design and analysis of aerospace mechanical systems, including wheels and brakes, fuel systems, environmental control systems, and other complex components. You will help shape the next generation of simulation and analysis capabilities by integrating AI with traditional computational tools such as CFD, FEA, and multi-physics solvers.
In this role, you will develop advanced AI surrogates and Physics-AI models, and contribute to the transition these technologies into engineering workflows across Honeywell Aerospace. You will collaborate with cross-functional teams and global research partners, pursue both internal and government research funding, and contribute to the execution from concept through integration. Your work will impact engineering efficiency, product performance, and Honeywell's leadership in AI-enabled engineering design.
Key Responsibilities
- Contribute to the creation of advanced Physics-AI models and surrogate models to accelerate engineering workflows for CFD, thermal analysis, structural analysis, and system-level simulation.
- Create scripted FEA or CFD models to generate training data over parameter and load condition spaces.
- Suggest ideas to drive the AI strategy for engineering design, with a focus on physics-informed neural networks (PINNs), digital twins, and high-fidelity model surrogates.
- Research and test new AI methodologies for multi-physics modeling of aerospace components such as engines, wheels and brakes, and mechanical actuation systems.
- Suggest improvements to current processes for efficient data generation, data handling, and model utilization.
- Utilize and advance state-of-the-art NVIDIA simulation and AI acceleration tools, including Physics NEMO and related model-based AI frameworks.
- Collaborate closely with engineering teams to integrate surrogate models into design processes, enabling faster trade studies, optimization, and predictive analysis.
- Contribute to technical execution across internal and government-sponsored R&D projects and contribute to proposal development.
- Assist with outreach to traditional design and analysis engineering functions.
Qualifications
YOU MUST HAVE
- Bachelor's degree from an accredited institution in technical disciplines such as the sciences, technology, engineering or mathematics.
- 2 years of experience developing AI models for physics-based simulation, engineering analysis, multi-physics modeling, or surrogate modeling. Experience in a graduate program may be included.
- 3 years with simulation scripting (Abaqus Python scripting interface, Ansys PyAnsys or APDL or similar open-source tools).
- 5 years working on design and simulation of physics of engineering systems involving concepts such as Computational Fluid Dynamics or Structural Analysis
- Experience mentoring others in specialty areas.
- Experience with NVIDIA's physics-accelerated AI tools such as Physics NEMO, Modulus, Warp, or similar platforms for physics-informed deep learning
WE VALUE
- Bachelor's or Master's degree in aerospace engineering, mechanical engineering, or a related engineering discipline.
- Proficiency in Python and machine learning frameworks such as PyTorch and TensorFlow.
- Experience with JAX for differentiable models
- Experience working in structured machine learning deployment environments i.e. MLOps workflows
- Experience with CFD, structural analysis, thermal modeling, or multi-physics simulation, and the ability to couple these with AI-based surrogates.
- Experience with AI model architectures used for surrogate modeling, such as but not limited to MeshGraphNets, Neural Operators, Physics-Informed and Physics-Attention models.
- Experience with model visualization through tools such as PyVista, Matplotlib, Plotly, and others.
- Awareness of considerations for deploying AI models into engineering design workflows or digital engineering ecosystems.
- Awareness of current research in physics-informed ML, scientific machine learning, and surrogate modeling at major conferences and journals.
ABOUT HONEYWELL AEROSPACE
Join a company that's reintroducing itself to the aviation community we've helped advance for more than a century. At Honeywell Aerospace (NASDAQ: HONA), we're launching as an independent, publicly traded aerospace and defense company built on a legacy of operational excellence and mission-focused execution.
Our new brand identity pairs that heritage with real momentum, as we build technology that helps pilots navigate with confidence, aircraft operate more efficiently, and operators stay ahead of change. With our systems on board 90% of the world's aircraft, your work here has reach, that's rare to find anywhere else.
Focusing on our customers, investing in innovation, and building a culture of accountability and performance is how we're shaping what comes next.
Every horizon. Every mission. Every day.
BENEFITS OF WORKING FOR HONEYWELL AEROSPACE
Beyond a performance-driven salary, you'll work alongside dedicated experts on technology that's advancing aviation. As a Honeywell Aerospace employee, you're eligible for a comprehensive benefits package that includes:
- Employer-subsidized medical, dental, vision and life insurance
- Short-term and long-term disability coverage
- 401(k) match, flexible spending accounts and health savings accounts
- Employee assistance program and educational assistance
- Parental leave and 12 paid holidays
- Paid time off for vacation, personal and sick time
Explore your benefits: https://honeywellaerospacebenefits.com/
The application period for the job is estimated to be 40 days from the job posting date; however, this may be shortened or extended depending on business needs and the availability of qualified candidates. Job Posting Date: August 6, 2026
Sponsorship
We are currently not sponsoring applicants for work visas for this position. Applicants must be currently authorized to work in the United States on a full-time basis.
#LI-Hybrid
U.S. PERSON REQUIREMENTS
Due to compliance with U.S. export control laws and regulations, candidate must be a U.S. person, which is defined as, a U.S. citizen, a U.S. permanent resident, or have protected status in the U.S. under asylum or refugee status.
What Honeywell employees say
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About Honeywell
Sourced by ZipRecruiter
Honeywell is charging into the Industrial IoT revolution with the establishment of Honeywell Connected Enterprise (HCE), building on our heritage of invention and deep, on-the-ground industry expertise. HCE is the leading industrial disruptor, building and connecting software solutions to streamline and centralize the assets, people and processes that help our customers make smarter, more accurate business decisions. Moving at the speed of software, we are creating, innovating and delivering solutions fast, challenging the way things have always been done, piloting new ways for all of us to work, and expecting our successes to set new standards for our customers and for Honeywell. The Chief Architect for Honeywell Connected Enterprise will lead a team of architects and system engineers responsible for the design of applications and infrastructure that deliver high value outcomes for customers in industrial, buildings, distribution centers, and aerospace vertical markets. The Chief Architect will work directly with leadership, development teams, and offering management to design well integrated solutions that utilize software platforming to encourage reuse and speed to market.
Industry
Furniture manufacturing
Company size
10,000+ Employees
Headquarters location
Charlotte, NC, US
Year founded
1906