CAE Analyst II
Livonia, MI · On-site
Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing ... D. in Engineering, Physics or Mathematics. * Experience in writing scripts and process automation.
CAE Analyst II
Livonia, MI · On-site
Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing ... D. in Engineering, Physics or Mathematics. * Experience in writing scripts and process automation.
Support efforts to develop multi-scale simulation tools for vehicle corrosion resistance in service ... D. in Materials Science, Mechanical Engineering, Chemical Engineering, Chemistry or Physics or a ...
Support efforts to develop multi-scale simulation tools for vehicle corrosion resistance in service ... D. in Materials Science, Mechanical Engineering, Chemical Engineering, Chemistry or Physics or a ...
Machine Learning Engineer
Ann Arbor, MI · On-site
$120K - $180K/yr
You'll start with well-scoped problems inside our simulators and training pipelines-and ramp ... When you ship here, you can literally watch the physics change. Under the hood, that means training ...
Machine Learning Engineer
Ann Arbor, MI · On-site
$120K - $180K/yr
You'll start with well-scoped problems inside our simulators and training pipelines-and ramp ... When you ship here, you can literally watch the physics change. Under the hood, that means training ...
You'll build physics-informed, data-driven, and hybrid models - while defining new modeling ... Turn complex experimental and simulation datasets into actionable insights using Python-based ...
You'll build physics-informed, data-driven, and hybrid models - while defining new modeling ... Turn complex experimental and simulation datasets into actionable insights using Python-based ...
You'll build physics-informed, data-driven, and hybrid models - while defining new modeling ... Turn complex experimental and simulation datasets into actionable insights using Python-based ...
You'll build physics-informed, data-driven, and hybrid models - while defining new modeling ... Turn complex experimental and simulation datasets into actionable insights using Python-based ...
Silicon Photonics Senior Scientist - R&D
Ann Arbor, MI · On-site
$120 - $180/hr
Doctoral degree in Optical Engineering, Electrical Engineering, Electronics Engineering, Physics ... Python APIs). * Expertise in simulation and design of integrated photonic components using ...
Silicon Photonics Senior Scientist - R&D
Ann Arbor, MI · On-site
$120 - $180/hr
Doctoral degree in Optical Engineering, Electrical Engineering, Electronics Engineering, Physics ... Python APIs). * Expertise in simulation and design of integrated photonic components using ...
Software Engineer - Physical AI
Ann Arbor, MI · On-site
$100 - $200/hr
Python proficiency for tooling, scripting, and integration work * Comfort with ambiguity; you drive ... Familiarity with sensor simulation, synthetic data generation, or physics-based environments
Software Engineer - Physical AI
Ann Arbor, MI · On-site
$100 - $200/hr
Python proficiency for tooling, scripting, and integration work * Comfort with ambiguity; you drive ... Familiarity with sensor simulation, synthetic data generation, or physics-based environments
Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing ... D. in Engineering, Physics or Mathematics. * Experience in writing scripts and process automation.
Quick apply
Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing ... D. in Engineering, Physics or Mathematics. * Experience in writing scripts and process automation.
Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing ... D. in Engineering, Physics or Mathematics. * Experience in writing scripts and process automation.
Quick apply
Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing ... D. in Engineering, Physics or Mathematics. * Experience in writing scripts and process automation.
Replace conventional rule-based control algorithms and physics-based functions with data-driven ML ... Train, optimize, and validate ML/RL models using simulation, test, and field data * Collaborate ...
Replace conventional rule-based control algorithms and physics-based functions with data-driven ML ... Train, optimize, and validate ML/RL models using simulation, test, and field data * Collaborate ...
Replace conventional rule-based control algorithms and physics-based functions with data-driven ML ... Train, optimize, and validate ML/RL models using simulation, test, and field data * Collaborate ...
Replace conventional rule-based control algorithms and physics-based functions with data-driven ML ... Train, optimize, and validate ML/RL models using simulation, test, and field data * Collaborate ...
Replace conventional rule-based control algorithms and physics-based functions with data-driven ML ... Train, optimize, and validate ML/RL models using simulation, test, and field data * Collaborate ...
Quick apply
Replace conventional rule-based control algorithms and physics-based functions with data-driven ML ... Train, optimize, and validate ML/RL models using simulation, test, and field data * Collaborate ...
Vehicle Prognostics - Applied Data Scientist
Dearborn, MI · On-site
$85K - $160K/yr
... with Python (and related modules), SQL * Experience with embedded controls, onboard Diagnostic, Sensor Processing, General First Principles Physics Modeling and simulation using numerical ...
Vehicle Prognostics - Applied Data Scientist
Dearborn, MI · On-site
$85K - $160K/yr
... with Python (and related modules), SQL * Experience with embedded controls, onboard Diagnostic, Sensor Processing, General First Principles Physics Modeling and simulation using numerical ...
Senior BMS Controls and Algorithm Engineer
$89K - $118K/yr
... physics-based battery models for real-time embedded execution and offline simulation. * Design ... Analyze battery and vehicle data using Python and modern data tools to refine models, calibrations ...
Quick apply
Senior BMS Controls and Algorithm Engineer
$89K - $118K/yr
... physics-based battery models for real-time embedded execution and offline simulation. * Design ... Analyze battery and vehicle data using Python and modern data tools to refine models, calibrations ...
Senior BMS Controls and Algorithm Engineer
Lake Orion, MI · On-site
$89K - $118K/yr
... physics-based battery models for real-time embedded execution and offline simulation. * Design ... Analyze battery and vehicle data using Python and modern data tools to refine models, calibrations ...
Quick apply
Senior BMS Controls and Algorithm Engineer
Lake Orion, MI · On-site
$89K - $118K/yr
... physics-based battery models for real-time embedded execution and offline simulation. * Design ... Analyze battery and vehicle data using Python and modern data tools to refine models, calibrations ...
Senior BMS Controls and Algorithm Engineer
Lake Orion, MI · On-site
$89K - $118K/yr
... physics-based battery models for real-time embedded execution and offline simulation. * Design ... Analyze battery and vehicle data using Python and modern data tools to refine models, calibrations ...
Quick apply
Senior BMS Controls and Algorithm Engineer
Lake Orion, MI · On-site
$89K - $118K/yr
... physics-based battery models for real-time embedded execution and offline simulation. * Design ... Analyze battery and vehicle data using Python and modern data tools to refine models, calibrations ...
Director, Data Science
Ann Arbor, MI · On-site
Responsibilities : • Set and own the data science strategy across simulation and synthetic data ... Physics, Robotics, or a related quantitative field, or equivalent practical experience. • Strong ...
Director, Data Science
Ann Arbor, MI · On-site
Responsibilities : • Set and own the data science strategy across simulation and synthetic data ... Physics, Robotics, or a related quantitative field, or equivalent practical experience. • Strong ...
Software Engineer, Autonomous Vehicles Software Systems - Early Career
Warren, MI · On-site +1
$99K - $153K/yr
... Aerospace Engineering, Physics, Data Science, or related fields * Experience in software ... SQL, Python, and C++ for analyzing large data sets and building production-quality simulation ...
Software Engineer, Autonomous Vehicles Software Systems - Early Career
Warren, MI · On-site +1
$99K - $153K/yr
... Aerospace Engineering, Physics, Data Science, or related fields * Experience in software ... SQL, Python, and C++ for analyzing large data sets and building production-quality simulation ...
Silicon Photonics Senior Scientist - R&D
Ann Arbor, MI · On-site
$89K - $122K/yr
... Python APIs). * Expertise in simulation and design of integrated photonic components using ... network, physics-informed neural network etc.) techniques. * Experience with utilizing process ...
Silicon Photonics Senior Scientist - R&D
Ann Arbor, MI · On-site
$89K - $122K/yr
... Python APIs). * Expertise in simulation and design of integrated photonic components using ... network, physics-informed neural network etc.) techniques. * Experience with utilizing process ...
Silicon Photonics Senior Scientist - R&D
Ann Arbor, MI · On-site
$89K - $122K/yr
... Python APIs). * Expertise in simulation and design of integrated photonic components using ... network, physics-informed neural network etc.) techniques. * Experience with utilizing process ...
Silicon Photonics Senior Scientist - R&D
Ann Arbor, MI · On-site
$89K - $122K/yr
... Python APIs). * Expertise in simulation and design of integrated photonic components using ... network, physics-informed neural network etc.) techniques. * Experience with utilizing process ...
Physics Simulation Python information
What is a physics simulation Python developer?
A Physics Simulation Python developer is a professional who uses the Python programming language to design, implement, and analyze simulations that model physical systems and phenomena. These simulations can range from simple particle motion to complex fluid dynamics or electromagnetic fields, and are widely used in research, engineering, gaming, and education. The developer typically utilizes scientific libraries such as NumPy, SciPy, and PyBullet, and may also work with visualization tools to present simulation results. Their work helps in understanding real-world physics problems, testing hypotheses, or creating realistic interactive environments.
What are the key skills and qualifications needed to thrive as a physics simulation Python developer?
To excel as a Physics Simulation Python Developer, you need a strong background in physics, mathematics, and proficiency in Python programming, often supported by a degree in physics, engineering, or computer science. Familiarity with simulation libraries (such as NumPy, SciPy, PyBullet, or SimPy), version control systems like Git, and experience with visualization tools are commonly required. Analytical thinking, problem-solving abilities, and effective collaboration are standout soft skills in this role. These skills enable the development of accurate, efficient simulations and foster productive teamwork in research or engineering projects.
What are some common challenges faced by professionals working in physics simulation with Python, and how can they be addressed?
Professionals in Physics Simulation with Python often encounter challenges such as optimizing simulation performance, ensuring numerical accuracy, and integrating complex libraries (e.g., NumPy, SciPy, PyBullet) into larger workflows. Addressing these issues typically involves using efficient coding practices, leveraging vectorized operations, and validating results with analytical solutions or experimental data. Collaboration with domain experts and regular code reviews can also help maintain code reliability and project scalability. Staying updated with the latest simulation frameworks and actively participating in open-source communities are excellent ways to overcome technical hurdles.
What is the difference between Physics Simulation Python vs Mechanical Engineer?
| Aspect | Physics Simulation Python | Mechanical Engineer |
|---|---|---|
| Required Credentials | Programming skills, knowledge of physics, often a degree in physics or computer science | Mechanical engineering degree, professional licensure in some regions |
| Work Environment | Software development, research labs, simulation environments | Design offices, manufacturing plants, R&D departments |
| Industry Usage | Simulation software development, research, academia | Product design, manufacturing, systems optimization |
Physics Simulation Python focuses on developing and implementing physics-based simulations using Python programming, often in research or software development contexts. Mechanical Engineers apply engineering principles to design, analyze, and manufacture mechanical systems. While both roles require a strong understanding of physics, Physics Simulation Python emphasizes coding and simulation, whereas Mechanical Engineering involves practical design and application in physical systems.
What are popular job titles related to Physics Simulation Python jobs in Michigan?
For Physics Simulation Python jobs in Michigan, the most frequently searched job titles are:
What job categories do people searching Physics Simulation Python jobs in Michigan look for?
The top searched job categories for Physics Simulation Python jobs in Michigan are:
What cities in Michigan are hiring for Physics Simulation Python jobs?
Cities in Michigan with the most Physics Simulation Python job openings:
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 20 days ago
Roush rating
7.7
Based on 48 frontline employees who took The Breakroom Quiz
230th of 494 rated machine equipment manufacturers
Job description
The CAE Analyst II utilizes computer-aided engineering (CAE) software tools to support and optimize the design engineering process for products, components, or structures in various industries. The role will build models using CAE tools and performs analysis to find flaws or inefficiencies in designs and to model solutions. The CAE Analyst II employs CAE tools to enable benchmarking, concept design, prototype development, simulation, and testing protocols. This position is located in Livonia, MI.
Responsibilities:
Our Full-Time benefits include medical, dental, vision, life insurance, earned sick time, STD, LTD, 401K, tuition reimbursement, employee referral bonus program, paid vacation, and paid holidays.
Visit our website: www.roush.com
Like us on Facebook: www.facebook.com/RoushCareers
Roush is an EO employer - Veterans/Disabled and other protected categories.
If you need a reasonable accommodation for our employment application process due to disability, please contact Roush Talent Acquisition at 734-779-7087.
#Zip
Responsibilities:
- Build models for various applications in automotive, aerospace, and industrial segments using commercial software (MSC-NASTRAN, ABAQUS, ANSYS Mechanical).
- Conduct CAE analysis under the guidance of a lead engineer or supervisor using CAE tools and support analysis with sound engineering explanation and hand calculations.
- Review results and findings with the lead engineer or supervisor and provide analytical insight
- Recommend alternative analysis approaches and design solutions to meet the functional targets
- Connect simulation with practical aspects of Cost/Weight/Investment (CWI), Design for Manufacturing (DFM), Design for Assembly (DFA), and Design Failure Mode Effect Analysis (DFMEA).
- Maintain pertinent information in assigned location and perform data cleanup.
- Learn different computer-aided engineering software packages quickly.
- Contribute to existing and develop new analyses capability as part of continuous improvement.
- Bachelor's degree in engineering.
- Minimum 1 year of CAE analysis experience.
- Fundamental knowledge in strength of materials and failure theory for metals and composites and vibration concepts.
- Knowledge of basic engineering principles and aptitude in modeling and simulation with ability to solve engineering problems.
- Good understanding of kinematics, static and dynamics.
- Good attention to detail and ability to use hand calculations to validate input and results.
- Excellent written and verbal communication skills with the ability to convey complex technical data to various audiences.
- Master's or Ph.D. in Engineering, Physics or Mathematics.
- Experience in writing scripts and process automation.
- Experience in modal, point mobility, and acoustic analysis.
- Experience in strength, stiffness and stress (including thermal) in linear and nonlinear (material and contact) domains.
- U.S. Citizen or U.S. Permanent Resident allowing for International Traffic in Arms Regulations (ITAR) compliance.
- Proficient in at least one programming language (C++, Java and/or Python).
- Knowledge of finite element pre-processors, solvers and post-processors (Altair Hyperworks, ANSA &META, NASTRAN, ABAQUS, OPTISTRUCT, ANSYS, nCODE and FEMFAT).
- Strong aptitude in modeling and simulation with ability to solve brand new engineering problems.
Our Full-Time benefits include medical, dental, vision, life insurance, earned sick time, STD, LTD, 401K, tuition reimbursement, employee referral bonus program, paid vacation, and paid holidays.
Visit our website: www.roush.com
Like us on Facebook: www.facebook.com/RoushCareers
Roush is an EO employer - Veterans/Disabled and other protected categories.
If you need a reasonable accommodation for our employment application process due to disability, please contact Roush Talent Acquisition at 734-779-7087.
#Zip