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Automotive, Autonomous Driving, Artificial Intelligence, Logistics Technology

Simulation Engineer Intern

Santa Clara, California, United StatesOnsiteInternshipJunior / Entry-levelPosted 1 month agoVisa sponsorship available

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Role summary

PlusAI is seeking a Simulation Engineer Intern to work on AI-based virtual driver software for autonomous trucks. The intern will leverage Large Language Models (LLMs) to generate realistic driving scenarios, translate Operational Design Domains (ODDs) into prompts, and integrate these scenarios into the simulation environment. Responsibilities include applying deontic logic for rule adherence and collaborating with teams to ensure scenario quality and diversity. This role requires strong Python programming skills, systems thinking, and problem-solving abilities, with preferred experience in simulation software, autonomous driving concepts, formal logic, and synthetic data generation.

PlusAI is a Physical AI company pioneering AI-based virtual driver software for factory-built autonomous trucks. Headquartered in Silicon Valley with operations in the United States and Europe, Plus was named by Fast Company as one of the World’s Most Innovative Companies. Partners including TRATON GROUP’s Scania, MAN, and International brands, Hyundai Motor Company, Iveco Group, Bosch, and DSV are working with Plus to accelerate the deployment of next-generation autonomous trucks. If you’re ready to make a huge impact and drive the future of autonomy, Plus is looking for talented individuals to join its fast-growing teams.

Responsibilities:

  • LLM Integration: Leverage Large Language Models (LLMs) to architect and implement a pipeline that automatically generates realistic, highly structured driving scenarios.
  • Translate ODDs to Prompts: Convert complex Operational Design Domains (ODDs) and safety/NHTSA guidelines into effective prompt frameworks and programmatic constraints for the model.
  • Simulation Integration: Interface the LLM-generated scenarios directly with the autonomous vehicle simulation environment to create executable, varied testing grounds.
  • Apply Deontic Logic: Incorporate rule-based constraints (deontic logic) to ensure the generated scenarios strictly adhere to or properly test complex traffic laws, rights-of-way, and safety protocols.
  • Quality Assurance & Iteration: Collaborate with the simulation and machine learning teams to evaluate the realism, diversity, and edge-case coverage of the synthetic scenarios, refining the models as needed.

    • Required Skills:

  • Generative AI & LLM Experience: Strong understanding of Large Language Models, including prompt engineering, API integration, and structuring LLM outputs (e.g., JSON parsing).
  • Programming Proficiency: Strong, hands-on programming skills in Python for machine learning workflows and scripting.
  • Systems Thinking: Ability to translate abstract, real-world concepts (like traffic rules and driving environments) into structured, programmable data and logic.
  • Problem Solving: A highly analytical mindset with a passion for tackling complex challenges at the intersection of AI and physical-world simulation.

    • Preferred Skills:

  • Simulation Software: Familiarity with autonomous vehicle simulation platforms (e.g., CARLA, LGSVL, or proprietary AV simulators) and procedural generation.
  • Autonomous Driving Context: Knowledge of autonomous driving concepts, Operational Design Domains (ODDs), ADAS systems, or NHTSA safety guidelines.
  • Formal Logic/Rules Engines: Exposure to formal logic, deontic logic, or building rule-based expert systems.
  • Synthetic Data Generation: Prior experience using generative AI for synthetic data generation, automated testing, or scenario creation.
    • Your opportunities joining PlusAI
    Work, learn and grow in a highly future-oriented, innovative and dynamic field.
    Wide range of opportunities for personal and professional development.
    Catered free lunch, unlimited snacks and beverages.
    Highly competitive salary and benefits package, including 401(k) plan.
    Ready to apply?
    You'll be redirected to PlusAI's application page.

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