At a Glance
- Tasks: Architect and execute cutting-edge simulation workflows for AI-driven physics models.
- Company: Pioneering startup reshaping engineering with Foundational AI models.
- Benefits: Full ownership of data strategy, high impact projects, and elite team collaboration.
- Other info: Dynamic environment with opportunities to work on world-class engineering challenges.
- Why this job: Join us to revolutionise engineering and make a real difference in sustainable transport.
- Qualifications: Postgraduate degree in relevant fields and deep CFD mastery required.
The predicted salary is between 36000 - 60000 £ per year.
BeyondMath is a pioneering startup, backed by top-tier VCs, on a mission to reshape the frontiers of engineering through Foundational AI models for Physics. We are replacing traditional, slow, and expensive simulation methods with AI that rivals accuracy at orders of magnitude higher speed. We are moving beyond the "generic AI" hype to solve the world’s hardest physical engineering challenges in automotive, aerospace, and energy.
We are looking for a Simulation Engineer who views CFD not just as a validation tool, but as the high-fidelity engine that powers the next generation of generative physics.
The Role
As a Simulation Engineer, you are the guardian of the ground truth. This is not a "black box" simulation role; you will architect the end-to-end data pipelines that feed our AI models. You will be responsible for generating the high-fidelity, transient CFD datasets that allow our models to learn the fundamental laws of fluid dynamics. You will work at the intersection of classical physics and cutting-edge AI, collaborating with global OEMs, Formula 1 teams, and aerospace innovators to ensure our training data is robust, repeatable, and production-ready.
Key Responsibilities
- Architect CFD-to-ML Pipelines: Design and execute end-to-end simulation workflows—from CAD cleanup and surface triangulation to volume meshing and solver execution—specifically optimized for AI training at scale.
- High-Fidelity Data Generation: Develop and validate transient CFD datasets (RANS/URANS/HRLES) that serve as the "gold standard" for our foundational models, ensuring they reflect real-world physical complexity.
- Physics-ML Integration: Collaborate deeply with AI researchers to translate fluid dynamics principles into model constraints and validation criteria. You will ensure our AI doesn’t just "look" right, but is physically accurate.
- Drive Simulation Automation: Transition beyond manual setups by building automated, scalable meshing and solver infrastructures that reduce turnaround time without sacrificing scientific rigor.
- Customer-Centric Engineering: Work directly with technical partners in F1 and Aerospace to align simulation parameters with industrial-scale design challenges.
- Quality & Reproducibility: Establish the company-wide standards for mesh quality, solver settings, and simulation fidelity to ensure every byte of data we generate is of world-class quality.
About You
You have a "founder’s mentality"; you are a builder who is comfortable being the first to tackle a problem and the one to build the system that solves it. You are passionate about fluid dynamics but frustrated by the slow pace of traditional tools, and you are eager to use your expertise to help build a faster, AI-driven future.
Essential Requirements
- Postgraduate Degree (MSc/PhD) in Aerospace, Aeronautical, Mechanical Engineering, or Mathematics.
- Deep CFD Mastery: Extensive experience with industry-standard solvers and mesh generation (OpenFOAM, ANSYS Fluent, STAR-CCM+, ANSA, or ParaView).
- Fluid Dynamics Expert: Strong theoretical background in incompressible/compressible flow, turbulence modeling (RANS, LES, HRLES, etc), and heat transfer.
- Hands-on Builder: Proven ability to take a project from a raw CAD file to a fully validated, post-processed simulation.
- Communicator: Ability to bridge the gap between classical engineering disciplines and modern machine learning teams.
Highly Desirable
- Sci-ML Curiosity: Prior experience or a strong interest in CFD-ML, Scientific Machine Learning, or surrogate modeling.
- Scripting & Automation: Proficiency in Python or C++ to automate simulation workflows and data extraction.
- HPC Experience: Experience running large-scale simulations on high-performance compute clusters or cloud infrastructure.
Why Join Us?
- Full Ownership: You will own the data strategy that defines the accuracy of our foundational models.
- High Impact: Your simulations will directly train the AI that will design the next generation of sustainable transport and energy systems.
- Elite Team: Work alongside veterans from world-leading AI labs and top-tier engineering teams in a culture of "impact with integrity."
Simulation Engineer in London employer: BeyondMath
BeyondMath is an exceptional employer for those looking to make a significant impact in the engineering sector. As a pioneering startup, we foster a dynamic work culture that encourages innovation and collaboration, providing ample opportunities for professional growth and development. Located at the forefront of AI technology, our team enjoys the unique advantage of working with leading global enterprises, ensuring that every employee contributes to groundbreaking advancements in physics and engineering.
StudySmarter Expert Advice🤫
We think this is how you could land Simulation Engineer in London
✨Join Aerospace Forums and Groups
Get involved in aerospace engineering forums and online communities, like the AIAA (American Institute of Aeronautics and Astronautics). It's a great way to meet industry peers and stay updated on job openings and trends in the field.
✨Attend Industry Conferences
Keep an eye on upcoming aerospace conferences and events where you can network with professionals and showcase your interest. Events like the Farnborough International Airshow are not just about flying machines; they're a goldmine for connections and potential job leads.
✨Spotlight Your Projects
Make sure to highlight any hands-on experience or projects on your portfolio that showcase your skills in aerospace engineering. Employers love seeing practical applications of theoretical knowledge. Show us what you've got!
✨Apply Directly on Company Websites
When you find companies you want to work for, head straight to their careers page to apply for full-time roles, like the one with BeyondMath for a Simulation Engineer. This often puts your application in front of the right people faster than just waiting for job boards!
We think you need these skills to ace Simulation Engineer in London
Some tips for your application 🫡
Show Off Your Technical Skills:When applying for the aerospace engineering role at BeyondMath, make sure to highlight your technical expertise. Include specific software skills, like CAD tools or simulation software, and any relevant engineering projects you’ve worked on. This is your chance to really shine and showcase your engineering toolkit!
Don't Skip Your Projects!:Include a section in your CV dedicated to projects that demonstrate your problem-solving abilities in aerospace engineering. Whether it's a university project, an internship, or personal work, we love seeing how you’ve applied your skills in real-world scenarios. Make it clear what your role was and the impact of the project.
Show Your Passion in Your Cover Letter:At BeyondMath, we're not just looking for skills – we want to know why you’re passionate about aerospace engineering. Use your cover letter to express what excites you about aviation technology and your career goals. Share any relevant experiences or inspirations that have led you to apply for this full-time position.
Tailor Your CV for Aerospace:Make sure your CV is specifically tailored to aerospace engineering. Focus on your education, any certifications, and your work experience, ensuring you highlight aspects that relate directly to the role. Don’t forget to mention any internships or apprenticeships that have given you hands-on experience.
How to prepare for a job interview at BeyondMath
✨Brush Up on Your Technical Knowledge
Aerospace engineering is all about technical precision, so make sure you’re comfortable with key concepts like aerodynamics, propulsion, and materials science. We recommend going through any relevant coursework or projects you’ve worked on – these real-world examples can illustrate your understanding during the interview with BeyondMath.
✨Showcase Your Projects with Confidence
Make sure to have a portfolio ready that details any significant projects you've worked on, whether it’s a group assignment or a personal endeavour. Be prepared to discuss the challenges you faced, the tools you used, like CAD software, and what you learned from the experience, as this will show your problem-solving skills in action.
✨Prepare for Technical Interviews
Expect some technical questions or even problem-solving exercises during your interview with BeyondMath. Get familiar with design challenges or theoretical problems related to aerospace; this can range from calculating lift and drag forces to materials selection under stress. Practising these can help you feel more at ease when faced with tricky questions.
✨Emphasise Your Passion and Teamwork Skills
As a full-time candidate, it’s crucial to convey your passion for aerospace engineering and your ability to work in teams. Highlight any group projects or internships you've done, focusing on how you collaborated with others to achieve a goal. Companies like BeyondMath love seeing candidates who not only have technical skills but also fit well within their team culture.
