CHAOS Industries
Modeling & Simulation Engineer (Radars)
Skills
2 months ago
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Important information
Contract type:
Permanent
Salary:
$140,000 – $190,000 / year
Location:
El Segundo, CA, USA
Work mode:
Onsite
Published on:
21 October 2026
What they need
- 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
- 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
- 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
Benefits
Generous pre-IPO stock option grants, relocation assistance + (coming soon!) annual bonuses
Free daily lunch, ‘No meeting Fridays’, unlimited PTO (for exempt employees), casual dress code
Life, FSA, HSA, 401k (+ Company match), and more
Medical, dental and vision benefits will be 100% paid for by the company
Experience in every area below is not expected; candidates with depth in one or more relevant modeling and simulation domains are encouraged to apply
Experience with Git, code review, automated testing, issue tracking, continuous integration, and reproducible software or analysis workflows
Experience analyzing large engineering data sets and communicating technically defensible conclusions
Experience with Monte Carlo simulation, sensitivity analysis, statistical analysis, uncertainty modeling, or design of experiments
Active Secret clearance
RF propagation, clutter, interference, electronic warfare, or electronic protection
Strong programming ability in at least one scientific or analytical environment such as MATLAB, Python, or C++
Signal- or complex-IQ-level radar simulation
Experience validating or correlating models against analytical results, laboratory measurements, recorded sensor data, range data, or field or flight-test data
Radar detection, measurement generation, discrimination, or signal processing
Radar modes, resource management, or system-performance analysis
Real-time radar stimulation, HITL, or HWIL
Radar tracking, estimation, data association, or sensor fusion
Ability to work independently, make sound technical judgments, document assumptions and limitations clearly, and collaborate across engineering disciplines
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 integrating embedded radar software or tactical software into closed-loop simulations
Experience with GPU acceleration, CUDA, HPC, deterministic real-time systems, FPGA or SDR interfaces, radar stimulators, or high-throughput batch execution
Experience with antenna-pattern data, radar cross-section data, computational-electromagnetics outputs, or RF-system calibration data
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 building simulation APIs, scenario generation tools, configuration systems, data pipelines, analysis tooling, visualization workflows, or automated regression tests
Experience supporting DoD, intelligence-community, missile-defense, or advanced aerospace programs
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
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