Senior Simulation

2 weeks ago

Wallingford, Oxfordshire, United Kingdom Luffy AI Full time
About the Role

We are seeking a highly skilled and experienced Senior Simulation & Modelling Engineer to join our multidisciplinary delivery team at Luffy AI. The team is responsible for building our suite of AI and physics model products for control and optimisation of industrial equipment.

The ideal candidate will have deep practical experience in physical modelling and a strong interest in software engineering, with broader interests such as AI, high performance computing, and mechanical or electrical systems.

Key Responsibilities
  • Implement mathematical models of real world physical systems, developing our core physics engines and reference models with a focus on computational performance.
  • Assist the AI team with digital twin development, ensuring that game engines are fit for their intended uses.
  • Work with application engineers to capture relevant physics underpinning a customer's application, developing requirements for the physics engines.
  • Develop visualisation tools for digital twins and physics engines, alongside other developers.
  • Investigate problem areas to advance knowledge, evaluating new approximations and numerical techniques for validity and performance.
Requirements
  • University degree in a relevant area of engineering/science (physics, maths, computer science) or an equivalent qualification.
  • 5+ years of relevant experience in one of games physics programming, digital twin development, chemical process modelling, or other physical simulations balancing performance and fidelity.
  • Skilled in software architecture with a good understanding of algorithm design, algorithmic complexity, managing computational resources, design patterns and API design.
  • Strong understanding of the numerical techniques related to physics codes, e.g. differential equation solvers, numerical integration schemes, statistical sampling, finite element methods.
  • Strong programming skills in Python, experience with C++ desirable.
  • Ability to produce visualisation tools that support simulation models (graphing and 3D visualisations, Python/JS).
  • Must be able to autonomously research and learn about new systems/processes, making and justifying approximations relevant to the simulation fidelity required.
  • Good understanding of code profiling, performance and numerical optimisation techniques.
  • Familiarity with testing frameworks and continuous integration.
  • A desire to help other people solve their problems.
Behaviours and Personal Characteristics
  • Passionate about writing robust, efficient code that is well thought out and tested.
  • Fast learner, comfortable picking up new technologies and techniques.
  • T-shaped person, deep expertise in a few areas but able to be a generalist when needed.
  • Team player.
  • Enjoys teaching junior staff about how to improve their modelling and code.
  • Strong organisational skills.
What We Offer
  • Full time salary of £50k - £70k, depending on experience and capability assessment during the interview process.
  • EMI share options scheme.
  • 25 days annual leave, plus bank holidays.

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