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Physics Simulation Python Jobs in Monroe, MI (NOW HIRING)

Mariana Minerals

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 ...

SiTime Corporation

MEMS Engineer II

Ann Arbor, MI · On-site

$93K - $128K/yr

MS or PhD in MEMS, Electrical Engineering or Mechanical Engineering, Physics or equivalent. PhD ... Proficiency in MATLAB or Python for data analysis * Strong hands-on RF lab skills * Strong written ...

KLA Corporation

Sr. PCBA Design Engineer

Ann Arbor, MI · On-site

$105K - $137K/yr

Strong electrical engineering and physics fundamentals (analog, optoelectronics design ... Proficiency in Spice and EM (electromagnetic) simulation. * Experience in Opto-electrical design.

Orbotech

Sr. PCBA Design Engineer

Ann Arbor, MI

$105K - $137K/yr

Strong electrical engineering and physics fundamentals (analog, optoelectronics design ... Proficiency in Spice and EM (electromagnetic) simulation. * Experience in Opto-electrical design.

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Physics Simulation Python information

See Monroe, MI salary details

$10.2K

$62.6K

$112.5K

How much do physics simulation python jobs pay per year?

As of Aug 1, 2026, the average yearly pay for physics simulation python in Monroe, MI is $62,579.00, according to ZipRecruiter salary data. Most workers in this role earn between $40,700.00 and $73,600.00 per year, depending on experience, location, and employer.

What is the difference between Physics Simulation Python vs Mechanical Engineer?

AspectPhysics Simulation PythonMechanical Engineer
Required CredentialsProgramming skills, knowledge of physics, often a degree in physics or computer scienceMechanical engineering degree, professional licensure in some regions
Work EnvironmentSoftware development, research labs, simulation environmentsDesign offices, manufacturing plants, R&D departments
Industry UsageSimulation software development, research, academiaProduct 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.

Does NASA hire physicists?

Yes, NASA hires physicists for roles involving research, space science, and engineering projects. These positions often require advanced degrees in physics or related fields and familiarity with scientific tools and data analysis methods. Physicists at NASA contribute to mission development, data interpretation, and technological innovation.

What are the key skills and qualifications needed to thrive as a Physics Simulation Python Developer, and why are they important?

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.

Is Python still in demand in 2026?

Python remains highly in demand for physics simulation roles in 2026 due to its versatility, extensive libraries like NumPy and SciPy, and strong community support. Professionals skilled in Python, along with knowledge of scientific computing and simulation frameworks, are sought after in research, engineering, and development environments.

Who hires computational physicists?

Computational physicists are hired by research institutions, government laboratories, universities, and private industry companies involved in scientific research, technology development, and simulation modeling. They often work in fields such as aerospace, defense, energy, and software development, utilizing programming skills and scientific expertise to solve complex physical problems.

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.

Is Python good for physics simulation?

Physics simulation Python roles often require knowledge of Python libraries such as NumPy, SciPy, and PyBullet, which are well-suited for modeling physical systems. Python's ease of use, extensive scientific computing ecosystem, and ability to integrate with other tools make it a popular choice for developing and running physics simulations in research and industry. Proficiency in numerical methods and understanding of physics principles are also important for these positions.
Physics Simulation Python jobs near you

Senior Simulation Vehicle Modeling Engineer

Torc Robotics

Ann Arbor, MI • On-site, Remote

$102K - $140K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 18 days ago

Job description

About the Company
At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business. A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight. Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer.
Meet The Team:
At Torc, our simulation teams are building the foundation for AV 3.0 driver-out development and certification. This team serves as the critical technical interface between simulation/modeling and autonomy consumers. By ensuring model fidelity, coverage, and usability, the team plays a vital role in evaluating and advancing autonomous driving software. We support massive-scale, parallel execution for scaled verification and validation (V&V) and high-throughput reinforcement learning (RL) training. Ultimately, we provide the framework and tooling that serves Autonomy, Safety, and Release with shared artifacts, common metrics, and deterministic reproducibility.
What You'll Do:
  • Develop and own vehicle dynamics models, including high-fidelity truck models that accurately represent longitudinal, lateral, and transient behavior for use in simulation and autonomy validation.
  • Design, develop, and maintain high-fidelity simulation platforms used to validate autonomous driving software in closed-loop evaluation pipelines at scale.
  • Partner with autonomy engineering teams to capture and implement vehicle model requirements that support planning, controls, and system-level V&V activities.
  • Own model capability communication, known limitations, and release notes to enable effective autonomy validation.
  • Ensure vehicle model updates do not regress autonomy V&V system performance by using automated regression frameworks.
  • Execute full software development lifecycle activities primarily in C++ within a Linux development environment and ROS/ROS2 tooling, applying Lean-Agile methodologies.
  • Perform root cause analysis on issues identified during simulation runs and hardware-in-the-loop testing.
  • Participate in designing test plans for data acquisition and telemetry that support field data collection for vehicle model refinement.
  • Support system-level test plans and verification strategies.
  • Communicate progress, design decisions, and blockers clearly at daily stand-ups and design reviews.
  • Build and maintain collaborative relationships with OEM partners and simulation tool vendors to evaluate, integrate, and co-develop simulation capabilities.

What You'll Need to Succeed:
  • Bachelor's Degree in Computer Science, Robotics, Mechanical Engineering, Electrical Engineering, or a related technical field plus 6+ years of relevant experience; or Master's Degree in the above fields plus 3+ years of relevant experience; or PhD in the above fields plus 1+ years of relevant experience.
  • Proficiency in C++ (primary), Python for tooling and ML integrations, ROS/ROS2, CMake, and Linux.
  • Physics-based modeling of ground vehicles, including longitudinal/lateral dynamics, tire models, and powertrain.
  • Working knowledge of AV autonomy stack architecture-planning, controls, and system integration-to collaborate effectively with autonomy engineering teams and ensure vehicle models meet V&V requirements.
  • Ability to translate vehicle model capabilities and limitations to autonomy engineering teams, and to capture their requirements to inform model fidelity improvement initiatives.
  • Experience with unit, integration, and regression testing, as well as automated validation pipelines and simulation-based performance benchmarking.
  • Expected to drive consensus across simulation, autonomy, controls, and product engineering & safety teams.
  • Ability to own and maintain key technical systems across multiple repositories and contribute to cross-org architectural decisions.
  • Must operate as an advanced-level professional with wide latitude for independent judgment and minimal supervision.
  • Willingness to mentor and guide engineers within the group and contribute to technical direction within the simulation and autonomy domains.

Bonus Points!
  • Experience with high-fidelity truck & trailer or heavy-vehicle models.
  • Experience building or extending closed-loop autonomous vehicle simulation environments.
  • Familiarity with scenario-based validation and sim-to-real correlation activities.
  • Familiarity with how learned models (neural networks) consume simulation and vehicle model outputs in autonomy V&V workflows.

Perks of Being a Full-time Torc'r
Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers:
  • A competitive compensation package that includes a bonus component and stock options
  • 100% paid medical, dental, and vision premiums for full-time employees
  • 401K plan with a 6% employer match
  • Flexibility in schedule and generous paid vacation (available immediately after start date)
  • AD+D and Life Insurance

At Torc, we're committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc'rs and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities.
Even if you don't meet 100% of the qualifications listed for this opportunity, we encourage you to apply.
Our compensation reflects the cost of labor across several geographic markets. Pay is based on a number of factors and may vary depending on job-related knowledge, skills, and experience. Torc's total compensation package will also include our corporate bonus and stock option plan. Dependent on the position offered, sign-on payments, relocation, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits.
Job ID: R-102814
Hiring Range for Job Opening
US Pay Range
$160,800-$193,000 USD

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