Lab Engineer
⚲ Gdansk
Do uzgodnienia
Wymagania
- Python
- perf
- Docker
- Kubernetes
Opis stanowiska
AMD is building a hardware-assisted security platform that uses silicon-level Performance Monitoring Counters (PMCs) and on-chip machine learning to detect advanced endpoint threats (ransomware, fileless malware, cryptojacking) at the processor layer, below OS-based evasion. The platform collects CPU behavioral telemetry, classifies it via an ML inference engine, and exposes threat signals to security-software partners through a standardized API. The team covers the full stack: silicon telemetry, ML training/validation, real-time inference, lab qualification and CI/CD.
Configure and maintain physical AMD PRO lab systems and isolated VM environments used for security validation.
Develop automated test harnesses that safely execute malware samples and capture CPU telemetry (PMC events, instruction-based sampling traces, instruction mix).
Instrument lab systems to collect and validate hardware performance counter data against known threat behavioral signatures.
Provide labeled telemetry datasets to the ML engineering team.
Execute functional and performance qualification tests for the kernel-mode PMU driver across multiple AMD platform generations.
Document lab procedures, test specifications, hardware configurations and asset lifecycle records.
Support security-software partner lab engagements.
Report hardware anomalies, driver defects and telemetry accuracy issues with clear reproduction steps.
Configure and maintain physical AMD PRO lab systems and isolated VM environments used for security validation.
Develop automated test harnesses that safely execute malware samples and capture CPU telemetry (PMC events, instruction-based sampling traces, instruction mix).
Instrument lab systems to collect and validate hardware performance counter data against known threat behavioral signatures.
Provide labeled telemetry datasets to the ML engineering team.
Execute functional and performance qualification tests for the kernel-mode PMU driver across multiple AMD platform generations.
Document lab procedures, test specifications, hardware configurations and asset lifecycle records.
Support security-software partner lab engagements.
Report hardware anomalies, driver defects and telemetry accuracy issues with clear reproduction steps.
🔍 Dekoder Ogłoszenia
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full stack
Oznacza, że będziesz musiał pracować nad różnymi aspektami projektu, od niskopoziomowego zbierania danych po integrację z partnerami.
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isolated VM environments
Może sugerować potrzebę pracy z wirtualizacją i potencjalnie z ograniczeniami w dostępie do zasobów sprzętowych.
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safely execute malware samples
Wymaga dużej ostrożności i potencjalnie specjalistycznego, bezpiecznego środowiska do testowania złośliwego oprogramowania.
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Provide labeled telemetry datasets to the ML engineering team
Może oznaczać, że będziesz odpowiedzialny za ręczne etykietowanie danych, co bywa czasochłonne i powtarzalne.
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Support security-software partner lab engagements
Może oznaczać konieczność interakcji z zewnętrznymi partnerami, co może wymagać dodatkowych umiejętności komunikacyjnych i elastyczności.