Advanced Packaging Multi-physics Modeling Engineer

OpenAI OpenAI · AI Frontier · San Francisco, CA · Scaling

This role focuses on multi-physics modeling and simulation for next-generation advanced packaging systems, specifically for AI/HPC workloads. The engineer will optimize thermal, mechanical, and electrical interactions across chip, package, and system levels, collaborating with cross-functional teams and external partners. Responsibilities include developing and validating simulation methodologies, performing reliability assessments, and correlating simulation results with hardware data. The role requires experience in thermal and mechanical modeling, electro-thermal interactions, FEA, and multi-physics simulation tools.

What you'd actually do

  1. Lead multi-physics modeling and simulation across thermal, mechanical, and electrical domains for next-generation AI/HPC advanced packaging systems.
  2. Drive co-optimization of chip, package, and system interactions to improve power integrity, thermal performance, mechanical reliability, and overall package scalability.
  3. Develop and validate electro-thermal-mechanical simulation methodologies for heterogeneous integration platforms including 2.5D/3D packaging, HBM integration, and chiplet architectures.
  4. Perform reliability assessment and root-cause analysis for package warpage, stress, underfill interaction, solder fatigue, electromigration, and thermo-mechanical failures.
  5. Correlate simulation results with silicon, hardware measurements, and reliability test data to improve modeling accuracy and design predictability.

Skills

Required

  • thermal and mechanical modeling for advanced packaging systems
  • electro-thermal interactions and temperature-dependent electrical behavior
  • solving complex chip/package/system integration challenges using multi-physics simulation and first-principles engineering approaches
  • finite element analysis (FEA) and multi-physics simulation tools such as ANSYS, COMSOL, Abaqus, Icepak, or equivalent
  • package reliability mechanisms including warpage, solder fatigue, underfill stress, electromigration (EM), and thermo-mechanical interactions

Nice to have

  • Strong understanding of electro-thermal interactions and temperature-dependent electrical behavior in high-performance computing applications.
  • Familiarity with advanced packaging design including CoWoS, EMIB, chiplets, HBM integration, and 3D stacking.
  • Familiarity with advanced packaging technologies, design flows, materials, and manufacturing processes including CoWoS, EMIB, chiplets, HBM integration, and 3D stacking.
  • MS or PhD in Mechanical Engineering, Electrical Engineering, Materials Science, Physics, or a related technical field.
  • Strong communication, cross-functional collaboration, and technical leadership skills

What the JD emphasized

  • next-generation AI/HPC advanced packaging systems
  • heterogeneous integration
  • high-power delivery
  • advanced cooling
  • large-scale packaging architectures
  • co-optimization of chip, package, and system interactions
  • electro-thermal-mechanical simulation methodologies
  • package reliability mechanisms