Staff Engineer, Plant Modeling & Simulation

As a Staff Engineer in Plant Modeling & Simulation at Lucid Motors, you will be involved in working with cross-functional teams to determine plant model requirements for various testing methods, including MIL, SIL, PIL, and HIL. You'll develop real-time simulation models using MATLAB/Simulink, design software tools to automate the integration of closed-loop library models, and establish validation metrics for these models by comparing them with actual vehicle data. Your role also includes documenting and addressing modeling issues, implementing performance improvements, and optimizing processes for scalability in new products.

To qualify for the Staff Engineer position in Plant Modeling & Simulation at Lucid Motors, candidates need a master's degree in mechanical engineering or automotive engineering, along with at least 10 years of experience in modeling electric vehicles. A solid understanding of real-time controls plant modeling, MIL/SIL/PIL/HIL simulation methodologies, and electrified powertrains is essential. Additionally, familiarity with automotive communication protocols such as CAN, LIN, and UDS is required, alongside experience with revision control tools such as Git or SVN.

At Lucid Motors, we are dedicated to fostering a culture of continuous learning and development. As a Staff Engineer in Plant Modeling & Simulation, you will have the opportunity to collaborate with some of the most talented professionals in the industry. We support career growth through various initiatives, including access to advanced training programs, mentorship opportunities, and the chance to lead critical engineering projects that contribute to the evolving landscape of luxury electric vehicles.

Staff Engineers in Plant Modeling & Simulation at Lucid primarily work with MATLAB and Simulink for developing real-time simulation models. Additionally, Python is utilized for scripting and automating various processes. Knowledge of modeling methodologies such as MIL/SIL/PIL/HIL, as well as automotive communication protocols and revision control tools like Git and SVN, are also important as they contribute to creating robust and efficient models.

Lucid Motors stands out as a unique workplace for a Staff Engineer in Plant Modeling & Simulation due to its commitment to innovation and sustainability in the electric vehicle industry. Here, you will engage with groundbreaking technology and work alongside some of the most accomplished minds in the sector. Lucid's focus on personal and environmental impact creates an exciting collaborative atmosphere where creativity and technical prowess are celebrated, making every day an opportunity to contribute to a more sustainable future.

In answering this question, be specific about your past roles where you developed or validated real-time models. Discuss the tools you used, such as MATLAB or Simulink, and how your contributions aided in system integration efforts. Highlight any challenges faced during the modeling process and how you overcame them to solidify your expertise in this area.

It’s key to discuss your understanding of each testing methodology in relation to vehicle development. Detail your approach to ensure thorough testing and validation processes, emphasizing how these methodologies contribute to accurate model development and integration. Provide examples of how you applied these methodologies in real projects.

Here, emphasize your experience with documentation best practices and tools. Discuss how you record issues, track resolutions, and communicate findings with team members. Mention specific software or systems you’ve used for issue tracking, and express the importance of clear documentation to successful engineering outcomes.

You should highlight your practical knowledge with protocols like CAN, LIN, and UDS, explaining any specific projects where you utilized these protocols. Discuss how you measured, commanded signals, or integrated these communications within your modeling efforts. Concrete examples will showcase your technical skills in this area.

When discussing a challenging project, focus on the specific challenges you faced, your analytical approach to resolving them, and the outcome of your efforts. This is an opportunity to display your problem-solving skills and resilience, illustrating how you contribute positively to complex modeling projects.

In your answer, talk about the methods you implement to validate models against actual vehicle data. Explain any processes you have in place to consistently update and improve model fidelity based on initial findings or real-world feedback, highlighting your proactive approach to continuous improvement.

Discuss specific software and programming languages you use for automation, like M scripts or Python. Provide examples of how automation tools you've developed have optimized processes or improved integration efficiency in previous projects, demonstrating their impact and relevance.

Express your commitment to lifelong learning by mentioning professional development resources, online platforms, or communities that you engage with. Discuss how you keep abreast of new modeling tools and methodologies that can enhance your work, illustrating your dedication to professional growth.

Here, emphasize your communication skills and collaborative approach. Provide examples detailing how you’ve worked across departments to gather requirements or resolve technical issues, showcasing your ability to navigate different perspectives and drive projects forward successfully.

This is a chance to connect your personal motivations to Lucid's mission. Share your passion for sustainability, innovation, and technology advancements in the EV space, underlining how this role aligns with your career aspirations and personal values.