Senior AI-Driven Simulation Engineer

PlusAI Inc; Santa Clara (CA); On-site; USD 130,000 - 200,000; Full time

Benefits offered by this job

Catered lunch

Unlimited snacks and beverages

401(k) plan

Job summary

PlusAI seeks a Senior Simulation Software Engineer to design and scale simulation infrastructure powering autonomous truck development.

You will architect pipelines, leverage AI workflows to analyze results, and push fidelity improvements to validate autonomy and reach program milestones.

Qualifications

• MS with 3+ years of relevant experience in a related field.
• Experience building LLM-powered workflows for data analysis or automation.
• Experience reducing sim-to-real gap via sensor/actor modeling or scenario generation.
• Proficient in Python or C++ with scalable data processing experience.
• Strong problem solving and collaboration abilities.

Responsibilities

• Design and implement AI agentic workflows to analyze simulation results and surface root causes.
• Build scalable simulation pipelines and a metric evaluation framework.
• Analyze road test and simulation data to identify trends and KPIs.
• Improve fidelity between simulation and real-world behavior using AI/data-driven methods.
• Collaborate with cross-disciplinary teams to reproduce and resolve road-test issues.

Skills

MS/PhD in related field

LLM workflows

Simulation fidelity

Python / C++

Problem solving

Communication

Education

MS or PhD in related field

Tools

LangChain

LangGraph

Job description

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.

We are looking for a Senior Simulation Software Engineer to build and scale the simulation infrastructure that powers our autonomous vehicle development. You will architect simulation pipelines, leverage AI agentic workflows to analyze simulation results, and drive improvements in simulation fidelity to validate autonomy systems and enable critical program milestones. This role offers the opportunity to drive immediate user value while building advanced, AI-powered frameworks for long-term safety validation.

Responsibilities

• Design and build AI agentic workflows that automatically analyze simulation results, identify failures, and surface root causes across large-scale test runs, translating them into actionable insights for engineering teams.

• Architect and build scalable simulation pipelines, including the metric evaluation framework, and conduct in-depth analysis of road test and simulation data to identify trends, anomalies, and key performance indicators that enhance model accuracy and validate autonomy performance.

• Identify, quantify, and reduce sources of divergence between simulation and real-world behavior, leveraging AI and data-driven techniques to increase simulation fidelity across actor behaviors, sensor models, and system dynamics.

• Monitor and improve the performance, scalability, testing, and reliability of the platform.

• Collaborate with cross-disciplinary teams—including simulation, onboard, systems engineering, and data science—to reproduce and resolve issues encountered during real-world road tests.

• Work with other engineers to design the long-term architecture of the system.

• Ensure that technical work meets customer requirements, regulatory standards, and company quality policies, in accordance with the company's Quality Management System (QMS), and contribute to continuous improvement efforts.

Required Skills:

• MS with 3+ years of relevant experience, or a PhD new grad, in mechanical, electrical, aerospace engineering, physics, computer science, or a related field.

• Experience building LLM-powered or agentic workflows for data analysis, evaluation, or automation.

• Experience quantifying or improving simulation fidelity / closing the sim-to-real gap (e.g., sensor modeling, actor behavior modeling, scenario generation).

• Proficient in Python or C++, with experience building scalable data processing systems or evaluation frameworks.

• Ability to solve open-ended technical challenges.

• Excellent communication skills and the ability to collaborate effectively in a team setting.

Preferred Skills:

• Experience with autonomous vehicle or robotics simulation and related concepts.

• Familiarity with LLM agent frameworks (e.g., LangChain, LangGraph, or similar) and prompt/tool-orchestration patterns.

• Experience developing metrics, user-facing APIs, or interfaces between system components.

$130,000 - $200,000 a year

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.