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Monte Carlo Simulation

Data Science, Analytics and AI/ML

Monte Carlo Simulation is a computational technique that uses repeated random sampling to model the probability of different outcomes in processes that involve uncertainty. It's widely used by financial analysts, engineers, and data scientists to forecast risk in areas like investment returns, project timelines, and physical systems where exact analytical solutions are impractical.

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Monte Carlo Simulation in the job market

Last checked October 29, 2026

Open roles
45

on Career App

Employers
25

hiring for it

Median pay
$163,000

from 38 roles

Disclose pay
84%

of these roles

Open roles requiring Monte Carlo Simulation (45)

Supervisor, Cost Analyst

Space Systems Command

Full-time · Los Angeles, CA · $104,349 – $161,313

This is a supervisory role overseeing financial analysts and contractor staff supporting U.S. Space Force missile warning and tracking programs at Los Angeles Air Force Base. The position suits experienced cost analysts with strong leadership skills and advanced quantitative expertise who want to contribute to space defense capabilities.

Via USAJOBS · Apply there ↗

Operations Research Analyst

Defense Security Cooperation Agency

Arlington, VA · $121,785 – $158,322

This federal role involves building mathematical and statistical models to forecast workforce needs and trends across the Defense Security Cooperation Agency, using operations research techniques to guide human capital decisions.

Via USAJOBS · Apply there ↗

Nurse (Professional Development Practitioner)

Veterans Health Administration

Full-time · East Orange, NJ · $96,242 – $161,650

This role teaches and develops nursing staff at a VA hospital, creating educational programs and ensuring clinical competency through training delivery, curriculum design, and skills assessment. It suits experienced nurses with advanced education who enjoy designing learning experiences and supporting colleague development.

Via USAJOBS · Apply there ↗

Engineer I, Flight Test (R6219)

Shield AI

Full-time · San Diego, CA · $74,000 – $110,000

This role supports the testing and validation of autonomous flight software across unmanned aircraft, working alongside experienced engineers to execute tests in simulation, labs, and real flight environments. It suits early-career engineers drawn to autonomy, robotics, and unmanned systems who want hands-on experience in system integration and flight-test operations.

Listed on Shield AI’s careers site · Apply there ↗

Mechanical Engineer V - Design

Voyager

Reno, NV · $130,000 – $200,000 · Remote

A senior mechanical engineer role focused on designing complex aerospace and propulsion systems including rocket motors, actuators, and pressure vessels for a defense and space technology company. This position suits experienced engineers with deep expertise in advanced materials, simulation, and manufacturing who thrive in high-stakes technical environments.

Listed on Voyager’s careers site · Apply there ↗

Radiation Effects Engineer - Modeling

Astranis

Full-time · San Francisco, CA · $120,000 – $145,000

This role develops radiation environment models and transport simulations to define safe operating constraints for satellites in geostationary orbit, protecting spacecraft hardware from radiation damage and charging hazards. It suits an engineer with a strong physics or nuclear engineering background who enjoys translating theory into practical design guidance through computational modeling.

Listed on Astranis’s careers site · Apply there ↗

Security Risk Analyst, Risk Engineering

Menlo Ventures Portfolio

Full-time · New York, NY · $270,000 – $345,000

This role leads quantitative and qualitative security risk analysis for an AI safety company, translating ambiguous risk questions into decision-ready recommendations for leadership using FAIR methodology and simulation. The analyst partners with security engineering to prioritize investment and shapes how the organization measures and manages security risk as it scales.

Listed on Menlo Ventures Portfolio’s careers site · Apply there ↗

Guidance, Navigation, and Control Intern (Summer 2027)

Impulse Space

Internship · Boulder, CO

This internship offers hands-on experience in spacecraft guidance, navigation, and control systems, working alongside engineers on active missions and development projects. You'll contribute to mission analysis, flight hardware testing, and simulation work across a team-based aerospace environment.

Listed on Impulse Space’s careers site · Apply there ↗

Flight Safety Analyst

Stoke Space

Full-time · Kent, WA · $129,150 – $327,810

This role involves developing simulation models and conducting safety analysis to demonstrate that Stoke's Nova reusable launch vehicle can operate reliably while protecting public safety, working closely with reliability and systems engineers to satisfy FAA and Space Force requirements. It suits experienced aerospace engineers with strong backgrounds in flight dynamics, orbital mechanics, and Monte Carlo simulation who want to directly impact the technical viability of a rapidly reusable space vehicle.

Listed on Stoke Space’s careers site · Apply there ↗

Staff HITL Engineer

Relativity Space

Long Beach, CA · $164,000 – $246,000

This role builds the integrated hardware-in-the-loop test system for a Mars spacecraft, taking it from concept through final flight validation. It suits engineers who excel at hands-on systems integration, debugging across hardware and software, and owning complex test infrastructure end to end.

Listed on Relativity Space’s careers site · Apply there ↗

View all 45 on Jobs

Asked for alongside Monte Carlo Simulation

Measured from the 45 open roles that name Monte Carlo Simulation — not from a curated list.

What employers state they pay

Median

$163,000

Middle half

$126,000 – $205,000

From 38 of 45 open roles — the 84% that publish a range, annualized to USD. Only some employers state pay, and the ones that do skew to California and New York, where the law requires it.

Who employers are hiring

  • Entry9%
  • Mid30%
  • Senior44%
  • Lead / Staff / Principal9%
  • Management7%

From 43 roles whose posting states a level.

Where Monte Carlo Simulation roles are

Among the 38 of 45 open roles we could place on a map.

Employers hiring for Monte Carlo Simulation

25 in total, most open roles first.

Related skills

Curated neighbors in the taxonomy, whether or not employers ask for them together.

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