Simulation Engineer

4 days ago

New York, New York, United States PhysicsX Full time
About PhysicsX

PhysicsX is a pioneering deep-tech company that specializes in developing cutting-edge machine learning applications to accelerate physics simulations. Our team of scientists and engineers is dedicated to transforming the field of optimization in design and engineering.

Job Description

We are seeking a highly skilled and enthusiastic Simulation Engineer to join our team. As a Simulation Engineer at PhysicsX, you will play a crucial role in developing and implementing advanced simulation models to solve complex physics and engineering challenges.

Key Responsibilities:
  • Collaborate with our data scientists and machine learning engineers to develop a deep understanding of the physics and engineering challenges we are addressing.
  • Setup and build complex CFD and multi-physics models to simulate and understand real-world phenomena.
  • Automate CFD and simulation pipelines to enable fast optimization and parametric CAD coupling.
  • Develop Python/Java-based APIs and interfaces for external workflow integration.
  • Utilize on-premise HPC and cloud resources to accelerate high-fidelity models beyond smart model setup and meshing choices.
  • Own the delivery of technical workstreams and ensure timely completion of projects.
  • Work at the intersection of CAE and data science, generating highly accurate results and predictions in conjunction with advanced machine and deep learning models.
  • Apply and improve engineering best practices and standards, and coach colleagues in their adoption.
Requirements:
  • Enthusiasm about using computational fluid dynamics (CFD) and potentially other multi-physics numerical methods for science and engineering, plus interest in data science and machine learning approaches.
  • Ability to scope and effectively deliver projects.
  • Strong problem-solving skills and the ability to analyze issues, identify causes, and recommend solutions quickly.
  • Excellent collaboration and communication skills - with teams and customers alike.
  • Degree in CFD, engineering, physics, computational science, or equivalent.
  • Operation of leading CFD platforms, especially STAR-CCM+, but also Fluent/CFX and OpenFoam.
  • Setup and solving of complex multi-physics problems.
  • Building CFD models from scratch, from geometry clean-up to post-processing.
  • Thorough knowledge of fluid dynamics and related physics.
  • Advanced skills in meshing, including mesh manipulation and adaptive/dynamic mesh techniques.
  • Workflow automation, parametric CAD, and coupling with other software/code for co-simulation and optimization.
  • Ideal advanced Python and Java coding skills.
  • Expertise in model correlation and real-world validation.
What We Offer:
  • Be part of a dynamic and innovative company that is shaping the future of physics simulations.
  • Work with a talented team of scientists and engineers who are passionate about solving complex problems.
  • Experience a flat hierarchy where your ideas and contributions are valued and encouraged.
  • Enjoy a competitive compensation and equity package, as well as a range of benefits and perks.

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