Early STCO concepts are prototyped using Excel‑based models for rapid iteration and stakeholder alignment, and subsequently migrated into scalable Python‑based frameworks for broader reuse and extensibility.
Minimum Qualifications
Experience in software development or engineering, with the ability to design and implement structured, maintainable technical frameworks.
Proficiency in Python or equivalent programming languages for data modeling, analysis, and framework development.
Strong Excel modeling skills, including the ability to
Build structured, parametric models
Prototype early STCO concepts and decision flows
Support pilot‑level demonstrations and cross‑team technical reviews
Experience developing methodology, prototyping, or optimization tools for semiconductor technology analysis, system modeling, or architecture exploration.
Ability to integrate multi‑source technical inputs, including system KPIs, IP metrics, technology node data, and packaging or thermal constraints.
Working knowledge of chiplet‑based SoC architectures and 2.5D/3D integration concepts.
Solid understanding of system‑level KPIs beyond PPAC, such as bandwidth, latency, thermal limits, and power integrity.
Experience with early design‑space exploration, “what‑if” analysis, and quantitative trade‑off evaluation.
Additional Qualifications
Experience developing pilot or prototype tools that evolve into reusable engineering frameworks.
Strong data analysis and interpretation skills, with the ability to clearly communicate assumptions, insights, and conclusions.
Familiarity with semiconductor design enablement flows, EDA methodologies, or system‑level modeling environments.
Ability to work independently in technically ambiguous problem spaces, while collaborating closely with domain experts.
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