





Senior, niche AI-firmware validation role reduces applicant density despite Bangalore metro presence.
Highly domain-specific firmware and AI stack validation skills limit cross-industry transferability.
Explicit 14+ years, deep cross-layer expertise, and leadership expectations create highly rigid hiring filters.
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Own end-to-end validation strategy and system acceptance criteria for a multi-layer AI software stack including frameworks, compilers, runtimes, drivers, firmware, and hardware interfaces.
Build, mentor, and scale a high-impact validation engineering team with deep system understanding.
Architect scalable validation environments and test frameworks while driving best practices in automation, regression, stress, scale, and performance validation.
14+ years of experience in system software, platform validation, or end-to-end software quality engineering.
Strong hands-on experience across multiple layers of the software stack.
Proven ability to define and own system acceptance criteria and release decisions.
Experience leading and scaling senior technical teams.
Experienced leader able to communicate risk, readiness, and trade-offs to senior leadership effectively.
Strong background in debugging complex cross-layer issues involving software, firmware, and hardware.
Able to influence architecture decisions by providing early validation feedback and system risk assessment.