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Tier-1 employer and metro location increase applicants, but niche senior validation skillset limits density.
Role requires niche cross-layer firmware, hardware and AI validation expertise, making transfers difficult.
Explicit 14+ years plus mandatory deep cross-layer validation and leadership make filters very strict.
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Own end-to-end validation strategy and system acceptance for multi-layer AI software stack including frameworks, compilers, runtimes, drivers, firmware, and hardware platforms.
Architect and scale validation infrastructure and lead a high-impact validation engineering team across cross-functional groups (architecture, platform, firmware, silicon, customer engineering).
Define measurable acceptance criteria and release readiness standards ensuring correctness, stability, performance, and scalability with early validation feedback to influence architecture decisions.
14+ years of experience in system software, platform validation, or end-to-end software quality engineering.
Strong hands-on expertise across multiple layers of the software stack including software, firmware, and hardware interfaces.
Proven ability to define and own system acceptance criteria and release decisions.
Experience leading and scaling senior technical teams.
Experienced leader with a deep technical background bridging software, firmware, and hardware validation environments.
Operates at a system level with ability to architect and implement scalable validation infrastructure and test frameworks.
Comfortable influencing senior leadership with clear communication of risk, readiness, and trade-offs in complex AI software stack validation.