Journeyman Software Developer - Modeling & Simulation

Crossflow Technologies

$88K — $105K *
Aerospace & Defense
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in computer science, engineering, mathematics, physics, or related field.
  • 3-10 years of software development and simulation experience.
  • Strong proficiency in Python for scientific and automation software.
  • Experience with statistical analysis of engineering or simulation data.
  • Understanding of modeling and simulation concepts and practices.
  • Proven ability to debug complex software and simulations.
  • ACTIVE Secret level clearance.

Responsibilities

  • Develop and enhance Python-based simulation tools and software.
  • Automate tools for configuring and running simulations.
  • Analyze simulation data to support verification and validation activities.
  • Support modeling and analysis of signatures related to simulations.
  • Troubleshoot unexpected model behaviors with development teams.
  • Diagnose issues in model inputs and runtime environments.
  • Document methodologies, assumptions, and simulation results.

Benefits

  • Comprehensive health insurance coverage.
  • Opportunities for professional development and training.
  • Flexible work hours and remote work options.
  • Collaborative and innovative work environment.
Full Job Description
Position: Journeyman Software Developer - Modeling & Simulation

Location: Huntsville, Alabama (Redstone Arsenal)

Role Summary

Crossflow Technologies, Inc. is seeking a Journeyman Software Developer to support modeling and simulation (M&S), analysis, and verification and validation (V&V) activities. This role will focus on developing and maintaining software tools used to execute simulations, analyze simulation results, and support V&V of model-based systems. The developer will work primarily in Python and will support the operation and troubleshooting of simulation environments and models. The current technical emphasis is on signatures modeling and analysis, with opportunities to support trajectory-related analysis and broader M&S activities.

Key Responsibilities
  • Develop, maintain, and enhance Python-based tools for simulation execution, data processing, statistical analysis, and V&V.
  • Develop execution and automation tools used to configure, run, monitor, and evaluate model-based simulations.
  • Execute simulations and analyze resulting data to support verification and validation activities and assess model behavior and performance.
  • Support signatures modeling and analysis, including development of tools for processing, evaluating, and interpreting signature-related simulation data.
  • Investigate unexpected or anomalous model behavior and work with model development teams to identify, isolate, and troubleshoot issues.
  • Diagnose issues involving model inputs, configuration, software dependencies, and runtime environments, and develop practical solutions or workarounds where appropriate.
  • Support model developers in integrating and exercising models within larger simulation environments.
  • Apply statistical and quantitative analysis techniques to characterize simulation results and support V&V conclusions.
  • Contribute to simulation execution approaches and software architecture that improve the repeatability, robustness, and efficiency of M&S workflows.
  • Support trajectory-related modeling and analysis activities as program needs require.
  • Document software tools, simulation configurations, analysis methods, assumptions, and results.

Required Qualifications
  • Bachelor's degree in computer science, Software Engineering, Electrical Engineering, Aerospace Engineering, Mathematics, Physics, or a related technical field.
  • 3-10 years of relevant software development, modeling and simulation, analysis, or related engineering experience.
  • Strong proficiency in Python, including development of engineering, scientific, analysis, or automation software.
  • Experience developing software tools for technical or scientific applications, including data processing and analysis.
  • Experience applying statistical analysis techniques to engineering or simulation data.
  • Understanding of modeling and simulation concepts, including the execution and analysis of model-based simulations.
  • Experience debugging complex software, models, or simulation environments and systematically diagnosing unexpected behavior.
  • Ability to work with technical teams across software development, model development, systems engineering, and V&V disciplines.
  • Ability to independently investigate technical problems and communicate findings, limitations, and recommended solutions.
  • ACTIVE Secret level clearance

Preferred Qualifications
  • Experience with signatures modeling, simulation, or analysis, particularly in aerospace or defense applications.
  • Experience developing tools or performing analysis in support of model verification and validation (V&V).
  • Proficiency or working knowledge of C++.
  • Familiarity with MATLAB for engineering analysis or modeling.
  • Experience with trajectory modeling, simulation, or analysis.
  • Experience developing simulation orchestration, execution, test, or analysis frameworks.
  • Familiarity with techniques for configuring and managing simulation runtime environments, dependencies, inputs, and execution parameters.
  • Experience troubleshooting or integrating individual models within a larger system-level simulation.
  • Familiarity with reproducible analysis, automated testing, configuration management, and software development best practices.

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