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Monte Carlo Simulation Jobs (NOW HIRING)

Peraton

Risk Analysis Engineer

Basking Ridge, NJ

$86K - $138K/yr

Implement Monte Carlo simulation engines for schedule risk analysis (SRA) and cost risk analysis * Design risk scoring models that combine traditional likelihood/impact matrices with NLP-detected ...

Peraton

Risk Analysis Engineer

Basking Ridge, NJ

$86K - $138K/yr

Implement Monte Carlo simulation engines for schedule risk analysis (SRA) and cost risk analysis * Design risk scoring models that combine traditional likelihood/impact matrices with NLP-detected ...

Peraton

Risk Analysis Engineer

Annapolis Junction, MD

$86K - $138K/yr

Implement Monte Carlo simulation engines for schedule risk analysis (SRA) and cost risk analysis * Design risk scoring models that combine traditional likelihood/impact matrices with NLP-detected ...

Peraton

Risk Analysis Engineer

Annapolis Junction, MD

$86K - $138K/yr

Implement Monte Carlo simulation engines for schedule risk analysis (SRA) and cost risk analysis * Design risk scoring models that combine traditional likelihood/impact matrices with NLP-detected ...

Pae

GN&C Sr Engineer

Huntsville, AL · On-site +1

$103K - $141K/yr

Configure, conduct, and analyze 6-DoF Monte Carlo simulations. * Automate Monte Carlo, controls design algorithms, and/or regression processes * Conduct trades studies and/or sensitivity analyses ...

Amentum

GN&C Sr Engineer

Huntsville, AL · On-site

$103K - $141K/yr

Configure, conduct, and analyze 6-DoF Monte Carlo simulations. * Automate Monte Carlo, controls design algorithms, and/or regression processes * Conduct trades studies and/or sensitivity analyses ...

Lux Aeterna

GNC Engineer

Denver, CO · On-site

Design and evolve high-fidelity Monte Carlo simulation for end-to-end mission validation * Reduce ground test data and flight telemetry to close the loop on performance * Participate directly in ...

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How much do monte carlo simulation jobs pay per year?

As of Jun 5, 2026, the average yearly pay for monte carlo simulation in the United States is $67,601.00, according to ZipRecruiter salary data. Most workers in this role earn between $44,000.00 and $79,500.00 per year, depending on experience, location, and employer.

Can Chatgpt run a Monte Carlo simulation?

ChatGPT cannot run Monte Carlo simulations directly as it is a language model and lacks computational capabilities. However, it can assist in designing, explaining, and providing code for Monte Carlo simulations that can be executed in programming environments like Python or R. Skills in programming and familiarity with simulation tools are essential for performing such analyses.

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.

What is a Monte Carlo Simulation job?

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.

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Monte Carlo Simulation jobs near you
Risk Analysis Engineer

Risk Analysis Engineer

Peraton

Basking Ridge, NJ

$86K - $138K/yr

Full-time

Posted 18 days ago

Peraton rating

8.3

Company rating: 8.3 out of 10

Based on 52 frontline employees who took The Breakroom Quiz

37th of 203 rated it services

Job description

Responsibilities

Peraton Labs is seeking a Risk Analysis Engineer to develop automated risk analysis capabilities including risk register management, risk identification from unstructured sources, Monte Carlo simulation, and cross-portfolio risk cascade modeling. Enables program offices to move from reactive risk management to proactive, data-driven risk intelligence.

Key Responsibilities

  • Build risk register management capabilities: creation, tracking, scoring, mitigation planning, and closure workflows
  • Develop automated risk identification from unstructured sources (meeting notes, emails, briefings) using NLP-extracted signals
  • Implement Monte Carlo simulation engines for schedule risk analysis (SRA) and cost risk analysis
  • Design risk scoring models that combine traditional likelihood/impact matrices with NLP-detected risk signals
  • Build risk interconnection mapping that models how risks cascade across programs within a portfolio
  • Develop risk trend analysis and burn-down tracking
  • Implement risk reporting and visualization data outputs (risk matrices, tornado diagrams, S-curves)
  • Collaborate with PM Domain Analysts to validate risk models against established frameworks

#px2026

Qualifications

Required Qualifications

  • 5+ years of experience with a Bachelor's degree, 3+ years with a Master's degree, or a PhD in Engineering, Mathematics, Statistics, or related field; Master's preferred
  • History of professional software engineering experience with quantitative analysis or risk modeling focus
  • Strong Python proficiency; experience with statistical computing (NumPy, SciPy, pandas)
  • Experience with Monte Carlo simulation and probabilistic modeling
  • Understanding of risk management frameworks and methodologies
  • Experience with data visualization for analytical outputs
  • Strong mathematical and statistical reasoning skills
  • US Citizenship with the ability to obtain/maintain a Secret clearance

Preferred Qualifications

  • Experience with defense program risk management (DoD Risk, Issue, and Opportunity Management Guide)
  • Familiarity with schedule risk analysis tools (Polaris, Primavera Risk Analysis)
  • Experience with Bayesian networks or causal modeling
  • Knowledge of portfolio risk aggregation techniques
Peraton Overview

Peraton is a next-generation national security company that drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world's leading mission capability integrator and transformative enterprise IT provider, we deliver trusted, highly differentiated solutions and technologies to protect our nation and allies. Peraton operates at the critical nexus between traditional and nontraditional threats across all domains: land, sea, space, air, and cyberspace. The company serves as a valued partner to essential government agencies and supports every branch of the U.S. armed forces. Each day, our employees do the can't be done by solving the most daunting challenges facing our customers. Visit peraton.com to learn how we're keeping people around the world safe and secure.

Target Salary Range$86,000 - $138,000. This represents the typical salary range for this position. Salary is determined by various factors, including but not limited to, the scope and responsibilities of the position, the individual's experience, education, knowledge, skills, and competencies, as well as geographic location and business and contract considerations. Depending on the position, employees may be eligible for overtime, shift differential, and a discretionary bonus in addition to base pay.EEOEEO: Equal opportunity employer, including disability and protected veterans, or other characteristics protected by law.Employment Type: FULL_TIME

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About Peraton

Sourced by ZipRecruiter

At Peraton, we re at the forefront of delivering the next big thing every day. We re the partner of choice to help solve some of the world s most daunting challenges, delivering bold, new solutions to keep people around the world safer and more secure.

Industry

It services

Company size

10,000+ Employees

Headquarters location

Herndon, VA, US

Year founded

2017

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