The Modeling & Simulation team builds the simulation capabilities used to design, integrate, test ... Perform design trades, sensitivity studies, Monte Carlo analysis, uncertainty quantification, and ...
The Modeling & Simulation team builds the simulation capabilities used to design, integrate, test ... Perform design trades, sensitivity studies, Monte Carlo analysis, uncertainty quantification, and ...
Sr. Engineer, Aerodynamics
Tustin, CA ยท On-site
$108K - $166K/yr
In this role, you will be a primary contributor to the development and maintenance of simulation tools that support trajectory analysis, handling qualities evaluation, and Monte Carlo-based ...
Sr. Engineer, Aerodynamics
Tustin, CA ยท On-site
$108K - $166K/yr
In this role, you will be a primary contributor to the development and maintenance of simulation tools that support trajectory analysis, handling qualities evaluation, and Monte Carlo-based ...
Senior GNC Simulation Engineer
Long Beach, CA ยท On-site
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
Senior GNC Simulation Engineer
Long Beach, CA ยท On-site
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
GNC Simulation Engineer II
Long Beach, CA ยท On-site
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
GNC Simulation Engineer II
Long Beach, CA ยท On-site
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
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Risk Manager
Berkeley, CA ยท On-site
$85 - $90/hr
Build and maintain cost/schedule risk models; run Monte Carlo simulations, sensitivity and scenario analysis; assess contingency adequacy; support rebaselines and funding decisions * Mitigation ...
Quick apply
Be Seen First
Risk Manager
Berkeley, CA ยท On-site
$85 - $90/hr
Build and maintain cost/schedule risk models; run Monte Carlo simulations, sensitivity and scenario analysis; assess contingency adequacy; support rebaselines and funding decisions * Mitigation ...
Risk Manager
Berkeley, CA ยท On-site
$85 - $90/hr
Build and maintain cost/schedule risk models; run Monte Carlo simulations, sensitivity and scenario analysis; assess contingency adequacy; support rebaselines and funding decisions * Mitigation ...
Quick apply
Risk Manager
Berkeley, CA ยท On-site
$85 - $90/hr
Build and maintain cost/schedule risk models; run Monte Carlo simulations, sensitivity and scenario analysis; assess contingency adequacy; support rebaselines and funding decisions * Mitigation ...
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
You will be a key contributor to the 6DOF simulation used for GNC algorithm development, Monte Carlo analysis, and hardware-in-the-loop (HITL) testing * Work with analysis and hardware teams to ...
Senior Simulation Software Engineer, GNC
Torrance, CA ยท On-site
$110 - $140/hr
Develop and maintain a 6-DoF missile simulation software platform ... Build scalable infrastructure to execute, manage, and aggregate data from Monte Carlo campaigns ...
Senior Simulation Software Engineer, GNC
Torrance, CA ยท On-site
$110 - $140/hr
Develop and maintain a 6-DoF missile simulation software platform ... Build scalable infrastructure to execute, manage, and aggregate data from Monte Carlo campaigns ...
Risk Manager
Berkeley, CA ยท On-site
$85 - $90/hr
Build and maintain cost/schedule risk models; run Monte Carlo simulations, sensitivity and scenario analysis; assess contingency adequacy; support rebaselines and funding decisions * Mitigation ...
Risk Manager
Berkeley, CA ยท On-site
$85 - $90/hr
Build and maintain cost/schedule risk models; run Monte Carlo simulations, sensitivity and scenario analysis; assess contingency adequacy; support rebaselines and funding decisions * Mitigation ...
Modeling and Simulation Engineer
Woodland Hills, CA ยท On-site
$129K - $220K/yr
... Monte Carlo campaigns. * Verify and validate model behavior against requirements, analytical ... Integrate simulations with GNC, embedded software, and SIL/PIL/HIL environments. * Define ...
Quick apply
Modeling and Simulation Engineer
Woodland Hills, CA ยท On-site
$129K - $220K/yr
... Monte Carlo campaigns. * Verify and validate model behavior against requirements, analytical ... Integrate simulations with GNC, embedded software, and SIL/PIL/HIL environments. * Define ...
Modeling & Simulation Engineer
Gardena, CA ยท On-site
Develop Monte Carlo, Hardware-in-the-Loop (HITL), and closed-loop test infrastructure * Collaborate closely with flight software, autonomy, and hardware teams to ensure simulation fidelity matches ...
Modeling & Simulation Engineer
Gardena, CA ยท On-site
Develop Monte Carlo, Hardware-in-the-Loop (HITL), and closed-loop test infrastructure * Collaborate closely with flight software, autonomy, and hardware teams to ensure simulation fidelity matches ...
Modeling & Simulation Engineer
Gardena, CA ยท On-site
$100 - $130/hr
Develop Monte Carlo, Hardware-in-the-Loop (HITL), and closed-loop test infrastructure * Collaborate closely with flight software, autonomy, and hardware teams to ensure simulation fidelity matches ...
Modeling & Simulation Engineer
Gardena, CA ยท On-site
$100 - $130/hr
Develop Monte Carlo, Hardware-in-the-Loop (HITL), and closed-loop test infrastructure * Collaborate closely with flight software, autonomy, and hardware teams to ensure simulation fidelity matches ...
Senior Modeling & Simulation Engineer
Gardena, CA ยท On-site
$175K - $230K/yr
Develop Monte Carlo, Hardware-in-the-Loop (HITL), and closed-loop test infrastructure * Collaborate closely with flight software, autonomy, and hardware teams to ensure simulation fidelity matches ...
Senior Modeling & Simulation Engineer
Gardena, CA ยท On-site
$175K - $230K/yr
Develop Monte Carlo, Hardware-in-the-Loop (HITL), and closed-loop test infrastructure * Collaborate closely with flight software, autonomy, and hardware teams to ensure simulation fidelity matches ...
Nuclear Engineer
San Leandro, CA ยท On-site
$105K - $155K/yr
Develop and apply Monte Carlo simulations such as MCNP, Geant4, or FLUKA for particle transport, shielding, dose assessment, and detector performance. * Design and optimize radiation shielding for ...
Quick apply
Nuclear Engineer
San Leandro, CA ยท On-site
$105K - $155K/yr
Develop and apply Monte Carlo simulations such as MCNP, Geant4, or FLUKA for particle transport, shielding, dose assessment, and detector performance. * Design and optimize radiation shielding for ...
Shielding Analysis Engineer
Santa Clara, CA ยท On-site
$120 - $160/hr
... Monte Carlo simulations and high-performance computing. Capable of providing technical support for licensing and regulatory interactions while delivering well-documented analyses and reports. #J ...
Shielding Analysis Engineer
Santa Clara, CA ยท On-site
$120 - $160/hr
... Monte Carlo simulations and high-performance computing. Capable of providing technical support for licensing and regulatory interactions while delivering well-documented analyses and reports. #J ...
Schedule Risk Assessment (SRA) Analyst - Master Scheduler
San Diego, CA ยท On-site
$80K - $120K/yr
Support Monte Carlo simulations and confidence level assessments. * Collaborate with Government and contractor teams to collect schedule data and assess program performance. * Prepare schedule ...
Schedule Risk Assessment (SRA) Analyst - Master Scheduler
San Diego, CA ยท On-site
$80K - $120K/yr
Support Monte Carlo simulations and confidence level assessments. * Collaborate with Government and contractor teams to collect schedule data and assess program performance. * Prepare schedule ...
Schedule Risk Assessment (SRA) Analyst - Master Scheduler with Security Clearance
San Diego, CA ยท On-site
$80K - $120K/yr
Support Monte Carlo simulations and confidence level assessments. * Collaborate with Government and contractor teams to collect schedule data and assess program performance. * Prepare schedule ...
Schedule Risk Assessment (SRA) Analyst - Master Scheduler with Security Clearance
San Diego, CA ยท On-site
$80K - $120K/yr
Support Monte Carlo simulations and confidence level assessments. * Collaborate with Government and contractor teams to collect schedule data and assess program performance. * Prepare schedule ...
AI Engineer -- Learn Engine: Platform & Simulation
San Francisco, CA ยท On-site
$150 - $210/hr
Simulation engine / Monte Carlo / probabilistic modeling experience * Computer vision or image analysis (for creative intelligence) * Ad-tech or growth engineering background * A/B testing or ...
AI Engineer -- Learn Engine: Platform & Simulation
San Francisco, CA ยท On-site
$150 - $210/hr
Simulation engine / Monte Carlo / probabilistic modeling experience * Computer vision or image analysis (for creative intelligence) * Ad-tech or growth engineering background * A/B testing or ...
Senior Risk Manager
Berkeley, CA ยท On-site
$117 - $131/hr
Perform Monte Carlo simulations, sensitivity analysis, scenario analysis, uncertainty analysis, and contingency assessments . * Integrate risk with Primavera P6, cost estimates, control accounts ...
Senior Risk Manager
Berkeley, CA ยท On-site
$117 - $131/hr
Perform Monte Carlo simulations, sensitivity analysis, scenario analysis, uncertainty analysis, and contingency assessments . * Integrate risk with Primavera P6, cost estimates, control accounts ...
Monte Carlo Simulation information
See California salary details
$10.9K - $20.8K
0% of jobs
$20.8K - $30.7K
0% of jobs
$40.5K is the 25th percentile. Wages below this are outliers.
$30.7K - $40.6K
25% of jobs
$40.6K - $50.5K
5% of jobs
$50.5K - $60.4K
8% of jobs
The median wage is $66.9K / yr.
$60.4K - $70.3K
17% of jobs
$76.8K is the 75th percentile. Wages above this are outliers.
$70.3K - $80.3K
29% of jobs
$80.3K - $90.2K
9% of jobs
$90.2K - $100.1K
3% of jobs
$100.1K - $110K
1% of jobs
$110K - $119.9K
1% of jobs
$10.9K
$66.7K
$119.9K
How much do monte carlo simulation jobs pay per year?
What is a Monte Carlo simulation?
A Monte Carlo Simulation job typically involves using statistical techniques to model uncertainty and predict outcomes in various fields such as finance, engineering, and risk analysis. Professionals in this role develop and implement stochastic models to analyze complex systems and optimize decision-making. They often work with programming languages like Python, R, or MATLAB and apply probability theory to simulate real-world scenarios.
What are the typical daily responsibilities for someone working in Monte Carlo simulation roles?
Professionals in Monte Carlo Simulation roles typically spend their days developing, running, and analyzing computational models to assess risk, forecast outcomes, or optimize processes. Responsibilities often include collaborating with cross-functional teams to define model parameters, preparing and cleaning large datasets, coding simulation algorithms, and interpreting results to guide business or engineering decisions. You may also present findings to non-technical stakeholders and document methodologies for reproducibility. This role offers a dynamic blend of independent technical work and collaborative problem-solving, making it ideal for those who enjoy both analytical tasks and teamwork.
What are the key skills and qualifications needed to thrive in the Monte Carlo simulation position, and why are they important?
To thrive as a Monte Carlo Simulation specialist, you need strong quantitative skills, a background in mathematics, statistics, or engineering, and experience with probability-based modeling. Expertise with programming tools such as Python, MATLAB, R, or specialized simulation software, along with knowledge of data analysis and modeling techniques, is typically required. Attention to detail, analytical thinking, and effective communication are vital soft skills for interpreting results and presenting findings to stakeholders. These competencies are crucial for creating accurate models, troubleshooting complex problems, and making data-driven recommendations in various industries.
Can ChatGPT run Monte Carlo simulation?
What are the most commonly searched types of Monte Carlo Simulation jobs in California?
The most popular types of Monte Carlo Simulation jobs in California are:
What are popular job titles related to Monte Carlo Simulation jobs in California?
For Monte Carlo Simulation jobs in California, the most frequently searched job titles are:
- Cyber Warfare Engineer
- Modeling Simulation Engineer
- Freelance Battery Modeling Simulation Engineer
- Hourly Modeling Simulation Engineer
- Contract Mbse Sysml Cameo
- Director Modeling Simulation Engineer
- Senior Modeling Simulation Engineer
- Mti Global Services
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What job categories do people searching Monte Carlo Simulation jobs in California look for?
The top searched job categories for Monte Carlo Simulation jobs in California are:
What cities in California are hiring for Monte Carlo Simulation jobs?
Cities in California with the most Monte Carlo Simulation job openings:

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 6 days ago
Job description
CHAOS Industries was founded in 2022 and has raised a total of $1 billion in funding from leading investors, including 8VC, Accel, and Valor Equity Partners. The company is headquartered in Los Angeles, with offices in Washington, D.C., San Francisco, San Diego, Seattle, and London. For more information, please visit www.chaosinc.com.
About the Team:
The Modeling & Simulation team builds the simulation capabilities used to design, integrate, test, and validate advanced aerospace and defense systems. We develop physics-based models, simulation environments, and analysis tools that help engineering teams evaluate system behavior, improve designs, and reduce risk before hardware design, integration, test, and fielding.
About the Role:
As a Modeling & Simulation Engineer for Radars, you will develop, integrate, and validate models of radar and RF sensing systems. You will work across analytical, behavioral, measurement-level, signal/IQ-level, and closed-loop system models, selecting the fidelity appropriate to the design decision, software integration activity, test event, or verification objective. You will partner with radar architecture, RF and antenna, signal processing, tracking, embedded software, systems engineering, test, and product teams.
Experience in every area below is not expected; candidates with depth in one or more relevant modeling and simulation domains are encouraged to apply.
What You'll Do:
- Develop, integrate, and maintain physics-based and performance-based models of radar and RF sensing systems.
- Build models at appropriate levels of fidelity, including analytical radar-performance models, behavioral sensor models, measurement-generation models, signal or complex-IQ models, radar-mode models, tracker models, and closed-loop system simulations.
- Model applicable radar effects such as antenna and beam patterns, beam steering, waveforms, RF-chain behavior, thermal noise, propagation loss, atmospheric effects, multipath, clutter, interference, jamming, target radar cross section, calibration errors, measurement biases, and uncertainty.
- Develop or integrate applicable detection, thresholding, discrimination, measurement extraction, data-association, tracking, estimation, classification, sensor-fusion, radar-mode, and resource-management functions.
- Build target, scene, geometry, trajectory, environmental, and threat models needed to evaluate radar performance in operationally relevant scenarios.
- Perform design trades, sensitivity studies, Monte Carlo analysis, uncertainty quantification, and design of experiments.
- Characterize performance using metrics such as signal-to-noise or signal-to-interference-plus-noise ratio, probability of detection, false-alarm performance, coverage, detection range, measurement accuracy, track accuracy, revisit rate, update rate, latency, track capacity, and robustness to environmental or threat effects.
- Integrate radar algorithms, radar software, embedded software, sensor models, target models, and hardware interfaces into SIL, SITL, HITL, HWIL, real-time, or large-scale batch simulation environments as applicable.
- Validate and correlate models against analytical references, laboratory and chamber measurements, calibration data, recorded signal or IQ data, radar-range data, field-test data, flight-test data, and other authoritative sources.
- Define model requirements, interfaces, assumptions, limitations, validity domains, configuration controls, and acceptance or credibility criteria.
- Develop and maintain simulation software, model APIs, scenario-generation tools, configuration systems, data pipelines, visualization tools, analysis workflows, and automated regression tests.
- Support pre-test prediction, test planning, test-card or scenario development, test execution, anomaly investigation, and post-test analysis.
- Produce clear model documentation, validation evidence, performance reports, engineering-review material, and customer or program deliverables.
Required Qualifications:
- Signal- or complex-IQ-level radar simulation.
- Radar detection, measurement generation, discrimination, or signal processing
- Radar tracking, estimation, data association, or sensor fusion
- Radar modes, resource management, or system-performance analysis
- RF propagation, clutter, interference, electronic warfare, or electronic protection
- Real-time radar stimulation, HITL, or HWIL.
- Strong programming ability in at least one scientific or analytical environment such as MATLAB, Python, or C++.
- Experience with Monte Carlo simulation, sensitivity analysis, statistical analysis, uncertainty modeling, or design of experiments.
- Experience validating or correlating models against analytical results, laboratory measurements, recorded sensor data, range data, or field or flight-test data.
- Experience analyzing large engineering data sets and communicating technically defensible conclusions.
- Experience with Git, code review, automated testing, issue tracking, continuous integration, and reproducible software or analysis workflows.
- Ability to work independently, make sound technical judgments, document assumptions and limitations clearly, and collaborate across engineering disciplines.
- Active Secret clearance.
Preferred Qualifications:
- Master's degree or higher in electrical engineering, computer engineering, physics, applied mathematics, or a related field.
- Experience with AESA or phased-array radar, digital beamforming, electronically steered arrays, waveform design, adaptive processing, or cognitive radar.
- Experience in one or more radar mission areas, such as airborne surveillance, air-to-air radar, fire-control radar, ground-based air defense, missile warning, space surveillance, seeker radar, SAR, ISAR, GMTI, maritime surveillance, or counter-UAS.
- Experience with advanced detection, low-SNR processing, clutter suppression, Doppler processing, pulse compression, space-time adaptive processing, or electronic protection.
- Experience with Kalman filtering, nonlinear estimation, multi-target tracking, multi-hypothesis tracking, probabilistic data association, track management, or multisensor fusion.
- Experience modeling electronic attack, electronic support, interference, contested-spectrum environments, low-observable targets, or target-signature uncertainty.
- Experience with antenna-pattern data, radar cross-section data, computational-electromagnetics outputs, or RF-system calibration data.
- Experience with GPU acceleration, CUDA, HPC, deterministic real-time systems, FPGA or SDR interfaces, radar stimulators, or high-throughput batch execution.
- Experience integrating embedded radar software or tactical software into closed-loop simulations.
- Experience with requirements traceability, MBSE, model-based development, formal model V&V, or simulation-credibility assessments.
- Experience with distributed simulation frameworks such as DIS, HLA, TENA, or similar technologies where relevant to the program.
- Experience supporting DoD, intelligence-community, missile-defense, or advanced aerospace programs.
- Experience building simulation APIs, scenario generation tools, configuration systems, data pipelines, analysis tooling, visualization workflows, or automated regression tests.
- Experience with MBSE, requirements traceability, model-based development, model validation, simulation credibility, or verification evidence.
- Experience supporting DoD, DARPA, AFRL, ONR, MDA, NAVAIR, DEVCOM, intelligence community, or advanced commercial technology programs.
- Active or eligible to obtain and maintain a Top Secret / Sensitive Compartmented Information clearance.
Why CHAOS?
- Health Benefits: Medical, dental, and vision benefits 100% paid for by the company
- Additional benefits: 401k (+ 50% company match up to 6% of pay), FSA, HSA, life insurance, and more
- Our Perks: Free daily lunch, 'No meeting Fridays', unlimited PTO, casual dress code
- Compensation Components: Competitive base salaries, generous pre-IPO stock option grants, relocation assistance, and (coming soon!) annual bonuses
- Team Growth: 250 employees and counting across 5 global offices
Salary Range: $140,000 - $190,000
The stated compensation range reflects only the targeted base compensation range and excludes additional earnings such as bonus, equity, and benefits. If your compensation requirements fall outside of the range, we still encourage you to apply. The salary range for this role is an estimate based on a range of compensation factors, inclusive of base salary only. Actual salary offer may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations.
Recruiting Agencies: CHAOS Industries does not accept unsolicited resumes or outreach. Unsolicited submissions will not be reviewed or compensated.
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