Samsung Semiconductor
Semiconductor
SeniorStaffEngineer
“Senior Staff Engineer at Samsung Semiconductor. Skills: AI Software, Hardware Co-design, LLM Optimization. Lead co-design of software/hardware solutions. Optimize AI model inference performance”
What You'll Achieve.
Minimize energy consumption; Maximize performance; Provide better balance; Equip platforms for future workloads; Revolutionize AI/ML deployment; Advance AGI affordably; Advance AGI sustainably
Industry & Context.
Solving complex system-level challenges
What They're Looking For.
Must Have
Bachelor's with 15+ years industry experience, Master's with 13+ years industry experience, PhD's with 10+ years industry experience, High-performance AI framework software development experience, End-to-end understanding of AI infrastructure, Solid understanding of LLM model architectures, Solid understanding of agentic AI architecture, Hands-on expertise with PyTorch framework, Practical experience with vLLM, Solid understanding of memory wall problem, Proficiency working in Linux environment, Solid command of development tooling
Nice to Have
Experience writing high-performance AI framework software development for GPUs or other accelerators
What You'll Do.
Lead co-design of software/hardware solutions
Optimize AI model inference performance
Overcome memory bottlenecks
Analyze LLM workloads
Analyze agentic AI workloads
Optimize AI workloads
Identify hardware-aware acceleration opportunities
Profile model execution
Characterize model execution
Expose memory wall limitations
Guide architectural decisions
Influence memory architecture
Influence acceleration strategies
Influence compute placement
Develop inference solutions
Develop serving solutions
Benchmark inference solutions
Benchmark serving solutions
Define best practices
Provide technical mentorship
How You'll Work.
Team & Collaboration
Hardware teams; Software engineers
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