KLA
Senior AI Engineer(m/w/x)
Full-timeOn-siteSenior
Dresden
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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.
Requirements
- 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
Tasks
- 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
Work Experience
- 2 - 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- C/C++
- Python
- Timeloop
- ZigZag
- Verilog
- System Verilog
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of SEMRON and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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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.
Requirements
- 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
Tasks
- 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
Work Experience
- 2 - 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- C/C++
- Python
- Timeloop
- ZigZag
- Verilog
- System Verilog
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of SEMRON and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
SEMRON
Industry
IT
Description
The company is redefining AI hardware through analog in-memory computing for deep neural network acceleration.
Not a perfect match?
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