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Physics Simulation Python Jobs in Fallbrook, CA (NOW HIRING)

Inversion

Staff Aerothermal CFD Engineer

Vista, CA · On-site

$161K - $221K/yr

Successful candidates will have a background in DSMC simulation or familiarity with multi-physics ... Experience using programming languages like Python, Fortran, C++, MATLAB, etc. * Involvement in ...

Apple

Position Sensing Systems Engineer

San Diego, CA · On-site

S. in EE, ECE, Engineering Physics, or similar and a minimum of 10 years relevant industry ... Experience with magneto-static simulations using Finite Element Analysis tools like ANSYS or COMSOL ...

Apple

Position Sensing Systems Engineer

San Diego, CA · On-site

Experience with Matlab or Python Preferred Qualifications PhD in EE, ECE, Engineering Physics, or ... Experience with magneto-static simulations using Finite Element Analysis tools like ANSYS or COMSOL ...

Waymo

Data Scientist

San Diego, CA · On-site

Develop new metrics, interpret trends, and investigate anomalies in data from simulation and on ... Statistics, Mathematics, Physics) * 3+ years of industry experience solving data science problems ...

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All JobsPhysics Simulation Python JobsPhysics Simulation Python Jobs in Fallbrook, CA

Physics Simulation Python information

See Fallbrook, CA salary details

$11.5K

$70.9K

$127.3K

How much do physics simulation python jobs pay per year?

As of Aug 22, 2026, the average yearly pay for physics simulation python in Fallbrook, CA is $70,854.00, according to ZipRecruiter salary data. Most workers in this role earn between $46,100.00 and $83,300.00 per year, depending on experience, location, and employer.

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?

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.

What are popular job titles related to Physics Simulation Python jobs in Fallbrook, CA?

For Physics Simulation Python jobs in Fallbrook, CA, the most frequently searched job titles are:

What cities near Fallbrook, CA are hiring for Physics Simulation Python jobs?

Cities near Fallbrook, CA with the most Physics Simulation Python job openings:

Physics Simulation Python jobs near you

Senior Simulation Engineer (Optical & Photonics)

Ignite Human Capital

Temecula, CA • On-site

$180K - $220K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 3 days ago

New

Job description

Senior Simulation Engineer - Optical & Photonics
Temecula, CA | Full-TimeSummary:
The Senior Simulation Engineer - Optical & Photonics is a highly technical engineering role responsible for the high-fidelity modeling, simulation, and virtual prototyping of advanced photonic integrated circuits (PICs). This individual will design and optimize high-performance III-V and Silicon Photonics devices, including lasers, modulators, photodetectors, and passive optical components.
Working closely with device designers, fabrication teams, and an in-house foundry, this role serves as a critical bridge between theoretical modeling and physical device implementation. The ideal candidate brings deep expertise in computational photonics, semiconductor physics, multi-physics simulation, and the development of photonic products from concept through manufacturing.Key Responsibilities:
  • Design, model, and simulate advanced III-V and Silicon Photonics devices and photonic integrated circuits (PICs)
  • Develop high-fidelity models for active and passive components, including DFB/DBR lasers, SOAs, EAM/MZM modulators, UTC photodiodes, optical couplers, WDM devices, and 90-degree hybrids
  • Lead multi-physics simulations combining optical, electrical, and thermal models, including analysis of self-heating and other device-performance effects
  • Optimize RF performance for high-speed modulators and optical-electrical conversion efficiency
  • Optimize epitaxy layers, quantum well designs, optical modes, and impedance matching across heterogeneous material interfaces
  • Model and optimize III-V and Silicon heterogeneous integration for next-generation photonic devices
  • Partner directly with internal fabrication and device-design teams to translate simulation results into actionable device layouts
  • Support HPIC layouts, process design rules, DRC (Design Rule Check), and LVS (Layout Versus Schematic) activities to ensure tapeout accuracy
  • Execute virtual Design of Experiments (DOE) to predict device performance, reliability, and manufacturing behavior
  • Validate simulation results against internal laboratory characterization data and refine models and material parameters based on measured performance
  • Develop automated simulation and data-analysis workflows using Python and/or MATLAB
  • Analyze large technical datasets and use statistical methods to identify trends, optimize performance, and communicate results
  • Troubleshoot discrepancies between simulated and measured device performance and recommend design or process improvements
  • Present complex technical findings, design trade-offs, and recommendations to engineering teams, leadership, and customers
Desired Skills:
  • Deep expertise in Silicon Photonics, III-V photonics, photonic integrated circuits, and semiconductor device modeling
  • Expert-level proficiency with Ansys Lumerical, including FDTD, MODE, DEVICE, and INTERCONNECT
  • Experience with photonics simulation platforms such as Synopsys RSoft/OptSim and Zemax/Speos
  • Experience with RF and electromagnetic simulation tools such as Keysight ADS, Ansys HFSS, or CST Microwave Studio
  • Advanced proficiency in Python and/or MATLAB for simulation automation, modeling, and large-scale data analysis
  • Strong understanding of semiconductor physics, including bandgap engineering, carrier dynamics, recombination mechanisms, band structures, and quantum well design
  • Experience modeling optical, electrical, thermal, and RF interactions in high-performance photonic devices
  • Strong understanding of semiconductor fabrication and how epitaxy growth, etching profiles, and metallization affect optical and electrical device performance
  • Familiarity with fiber coupling, optical packaging, and Co-Packaged Optics (CPO)
  • Experience with DRC, LVS, process design rules, and tapeout processes
  • Experience using statistical analysis tools such as JMP or Minitab is preferred
  • Strong analytical and troubleshooting skills, particularly in identifying and resolving discrepancies between modeled and measured performance
  • Excellent technical communication skills with the ability to explain complex engineering trade-offs to technical teams, leadership, and customers
  • Proven ability to collaborate across device design, fabrication, characterization, and manufacturing teams
Education & Experience:
Minimum Education: M.S. or Ph.D. in Physics, Electrical Engineering, Materials Science, or a related technical discipline with an emphasis on computational photonics
  • 10+ years of industrial experience in photonics simulation and design
  • Extensive hands-on experience with III-V and Silicon Photonics device modeling
  • Proven track record of bringing photonic or semiconductor products from concept and simulation through fabrication and manufacturing
  • Significant experience with active and passive photonic device simulation, multi-physics modeling, and model validation
  • Experience working directly with semiconductor fabrication or an in-house foundry environment strongly preferred
  • Demonstrated experience translating simulation results into manufacturable device designs
Work Environment & Travel:
  • Full-time position in a temperature-controlled office and laboratory environment
  • Role requires prolonged use of high-resolution monitors for detailed simulation and modeling work
  • Expected travel is less than 25%
  • Position is based at a facility operating under International Traffic in Arms Regulations (ITAR)
  • Applicants must qualify as a "U.S. person" under ITAR, which includes U.S. citizens, U.S. permanent residents (Green Card holders), political asylees, and refugees
Compensation & Benefits:
  • Competitive compensation based on experience and qualifications
  • Comprehensive benefits package including:
    • Medical, dental, and vision coverage
    • 401(k)
    • Company-paid life insurance
    • Company-paid disability coverage
    • Paid holidays and vacation
    • Birthday leave
    • Gym membership discounts

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