Demo

Digital & MBSE With a Passion for AI/ML

XSITE LLC
San Diego, CA Full Time
POSTED ON 4/9/2025
AVAILABLE BEFORE 5/2/2025

Job Description

Job Description

Digital & Model-Based Systems Engineer (MBSE) – With a Passion for AI / ML

Location : San Diego, CA (Hybrid Onsite / Remote)

Security Clearance : Active Secret Clearance required (Top Secret / SCI preferred)

What We’re Looking For

We need a Digital & Model-Based Systems Engineer (MBSE) who is a master of MBSE, an architect of digital engineering, and driven by an obsession with AI / ML.

If you’re already experimenting with AI / ML models, automating workflows, or applying machine learning to engineering problems—whether for a customer or just for fun—you’re exactly who we want.

We’re looking for engineers who excel in digital engineering and MBSE but also have the vision to see how AI / ML can take it to the next level.

Examples of AI / ML Applications You Might Work On

The exact projects will be dictated by the client, with your input on how AI / ML can enhance MBSE and digital engineering workflows.

  • AI-Assisted Requirements Engineering – Using Natural Language Processing (NLP) to extract, analyze, and validate system requirements from DoD documentation.
  • Predictive System Behavior Modeling – Applying machine learning-driven simulations to predict system performance under different conditions.
  • AI-Powered Model Validation & Verification (V&V) – Developing AI / ML-powered tools to automate model checking, identify errors in SysML models, and streamline verification processes.
  • AI-Augmented Digital Twins & Predictive Maintenance – Using AI-powered Digital Twins for real-time system monitoring and predictive maintenance.
  • Generative AI & Large Language Models (LLMs) for MBSE – Exploring how LLMs can assist engineers in generating SysML model components, automating documentation, and providing engineering insights.

What You'll Be Doing

  • Developing and maintaining MBSE-driven architectures and digital engineering solutions for complex DoD / Navy systems.
  • Using Cameo, Rhapsody, or Enterprise Architect to create SysML models.
  • Applying DoD Digital Engineering Strategy principles to ensure digital twins, digital threads, and authoritative sources of truth (ASOT) are useful.
  • Supporting DoD acquisition and sustainment programs by integrating AI / ML-powered enhancements into digital engineering models and automation.
  • Building and testing AI-based tools for MBSE environments.
  • Collaborating with Agile teams and DevSecOps environments to improve engineering processes.
  • Must-Haves

  • Bachelor’s degree in Systems Engineering, Computer Science, Electrical Engineering, or a related technical field (Master’s preferred).
  • 7 years of experience supporting DoD programs (Navy, NAVWAR, or NIWC Pacific experience is a plus).
  • Strong expertise in MBSE tools like Cameo Systems Modeler, Rhapsody, or Enterprise Architect.
  • Understanding of systems engineering, digital engineering, and DoD acquisition lifecycles.
  • Hands-on experience developing AI / ML applications for engineering workflows, automation, or decision support.
  • Active Secret Clearance (or higher).
  • Nice-to-Haves

  • Master’s degree in a relevant field.
  • Certifications like INCOSE CSEP, OMG SysML, DoD DAWIA Systems Engineering, or AI / ML certifications.
  • Experience integrating AI / ML into MBSE workflows or DevSecOps pipelines.
  • Hands-on experience with TensorFlow, PyTorch, or scikit-learn for AI / ML applications.
  • Knowledge of reinforcement learning and its potential applications in defense systems.
  • Who You Are

  • You’re not just a checkbox engineer—you think beyond the requirements and ask, "What if?"
  • You understand MBSE and digital engineering but also geek out over AI / ML advancements in your free time.
  • You want to push the boundaries of digital engineering while keeping an eye on the future of AI.
  • Why Work With Us?

    Best-in-Class Benefits & Work-Life Balance

  • 100% employer-paid health, dental, and vision coverage.
  • 401K with a 6% match—zero vesting period (your money is YOUR money from day one).
  • Industry-leading PTO package—because work-life balance matters.
  • Generous continuing education reimbursement to help you stay ahead.
  • Hybrid onsite / remote work for flexibility.
  • Stability & Long-Term Growth

  • We hold multiple prime contracts and have a mentor-protégé joint venture with a large defense company, ensuring long-term contract stability while scaling our corporate infrastructure.
  • Career Growth Opportunities

  • XSITE LLC is a Service-Disabled Veteran-Owned Small Business that has grown nearly 300% in the past year. With that kind of trajectory, there are tons of opportunities for upward mobility, leadership, and cutting-edge technical work.
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