Natural Language Processing Job Market Trends
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AI Agent
An autonomous entity that uses artificial intelligence to perform tasks, make decisions, and interact with environments or users.
AI Tooling
Refers to the tools and frameworks used to develop, train, and deploy AI models and applications.
Edge AI
AI processing that occurs on edge devices, enabling real-time data analysis and decision-making without relying on cloud connectivity.
LangChain
A framework for developing applications powered by language models, enabling the integration of natural language processing capabilities into software.
ChatGPT
An AI language model developed by OpenAI, designed to generate human-like text based on input prompts.
Large Language Model
A type of artificial intelligence model designed to understand and generate human language, often used in natural language processing applications.
Generative AI
Generative AI stands at the forefront of artificial intelligence applications that generate new content, learning from extensive data to create everything from text to images.
Transformer (AI)
A neural network architecture designed to handle sequential data transformations primarily used in natural language processing. It revolutionized AI by introducing attention mechanisms, improving tasks such as translation and text generation.
PyTorch
An open-source machine learning library developed by Facebook's AI Research lab, used for applications such as computer vision and natural language processing.