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NPU Architect(m/w/x)
Designing core architecture modules for analog in-memory computing in deep neural network acceleration at AI hardware innovator. Hands-on experience with ML hardware exploration frameworks like Timeloop required. Focus on groundbreaking analog in-memory computing hardware.
Anforderungen
- BS/MS/PhD in EE, CS, or related field
- Understanding of computer architecture, digital design, and micro-architecture concepts
- Familiarity with AI/ML algorithms, frameworks, and workloads
- Programming experience in C/C++ and Python
- Hands-on experience with ML hardware exploration frameworks like Timeloop, ZigZag, etc.
- Hands-on experience with HDLs such as Verilog or System Verilog
Aufgaben
- Design and specify core architecture modules
- Align architecture with workload requirements
- Collaborate with the software team to evaluate module performance
- Identify performance constraints and inform architectural choices
- Monitor trends in AI workloads and hardware architectures
- Research applications to guide next-generation architecture evolution
Berufserfahrung
- 2 - 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- C/C++
- Python
- Timeloop
- ZigZag
- Verilog
- System Verilog
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NPU Architect(m/w/x)
Designing core architecture modules for analog in-memory computing in deep neural network acceleration at AI hardware innovator. Hands-on experience with ML hardware exploration frameworks like Timeloop required. Focus on groundbreaking analog in-memory computing hardware.
Anforderungen
- BS/MS/PhD in EE, CS, or related field
- Understanding of computer architecture, digital design, and micro-architecture concepts
- Familiarity with AI/ML algorithms, frameworks, and workloads
- Programming experience in C/C++ and Python
- Hands-on experience with ML hardware exploration frameworks like Timeloop, ZigZag, etc.
- Hands-on experience with HDLs such as Verilog or System Verilog
Aufgaben
- Design and specify core architecture modules
- Align architecture with workload requirements
- Collaborate with the software team to evaluate module performance
- Identify performance constraints and inform architectural choices
- Monitor trends in AI workloads and hardware architectures
- Research applications to guide next-generation architecture evolution
Berufserfahrung
- 2 - 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- C/C++
- Python
- Timeloop
- ZigZag
- Verilog
- System Verilog
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
SEMRON
Branche
IT
Beschreibung
The company is redefining AI hardware through analog in-memory computing for deep neural network acceleration.
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