Symbolic-Numeric Modeling Compiler: Expert in System-Level Modeling

14 hours ago


India JuliaHub Full time

Job Summary:

We are seeking a highly skilled symbolic-numeric modeling compiler to join our team at JuliaHub. This role requires expertise in meta-programming, domain-specific languages, and compiler optimization techniques.

About the Role:

  • Leverage meta-programming techniques for the construction of domain-specific languages to enhance system-level modeling capabilities.
  • Experience with compiler optimization techniques like outlining or loop re-rolling is essential.
  • Design and implement transpilation and code generation pipelines from custom Static Single Assignment (SSA) intermediate representations to target languages like LLVM and C.
  • Develop symbolic-numeric passes for a differential-algebraic equations (DAEs) compiler, such as the Pantelides algorithm, system tearing, and alias elimination.

Requirements:

  • Proven experience with meta-programming, compiler optimization, and domain-specific language construction.
  • Familiarity with system-level modeling languages such as Modelica, Simulink, Simscape, or Amesim.
  • Strong understanding of transpilation and code generation from custom SSA to LLVM and C.
  • Familiarity with or willingness to learn symbolic-numeric techniques for DAEs, including the Pantelides algorithm and tearing methods.
  • Background in numerical differential equations is required.

Preferred Qualifications:

  • Knowledge of numerical methods for DAE integration, including backward differentiation formulae (BDF) methods.
  • Experience in compiler toolchains, performance engineering, and high-performance computing.

What We Offer:

  • A competitive salary of $120,000 per year.
  • Opportunities for professional growth and development.
  • A collaborative and dynamic work environment.


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