AI Hardware Job Market Trends
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Groq
An AI-centric computing company known for designing and developing chips optimized for machine learning and artificial intelligence workloads. Their technology focuses on high-speed, low-latency processing to enhance AI performance.
DPU (Data Processing Unit)
Specialized processor designed to manage data processing tasks, optimizing network and storage workloads traditionally handled by the CPU. Plays a crucial role in accelerating data-intensive operations in modern data centers.
NVIDIA
A leading technology company known for designing and manufacturing high-performance graphics processing units for gaming, professional visualization, and artificial intelligence. It plays a significant role in advancing AI technologies and accelerating computing power in various industries.
Nvidia Jetson
A series of computing modules by NVIDIA designed for AI, robotics, and embedded computing. Known for its powerful performance in edge computing and real-time processing tasks.
GPU
Graphics Processing Unit (GPU) is a specialized processor designed to accelerate graphics rendering and parallel processing tasks.
NVLink
A high-speed interconnect technology developed by NVIDIA for linking multiple GPUs to work together as a single super GPU. It allows for fast GPU-to-GPU communication, enhancing the performance of multi-GPU systems.
AI Compiler
Specialized software that translates AI models from high-level computational instructions into a form optimized for execution on hardware. It enhances AI model efficiency and is crucial for deploying AI workloads on various platforms.
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