All Job Market Trends

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AI Agent

500-1K
Employers
+240%
Growth

An autonomous entity that uses artificial intelligence to perform tasks, make decisions, and interact with environments or users.

Retrieval-augmented generation

1K-2K
Employers
+97%
Growth

Retrieval-Augmented Generation (RAG) is a technique in natural language processing (NLP) that enhances the accuracy and relevance of responses generated by large language models (LLMs). RAG works by combining the strengths of both retrieval-based models, which extract information from external sources, and generative models, which create original content.

AI Driven

3K-6K
Employers
+83%
Growth

AI-driven refers to systems, processes, or technologies that are powered or guided by artificial intelligence algorithms to automate tasks, make decisions, or provide insights.

AI Tooling

3K-6K
Employers
+52%
Growth

Refers to the tools and frameworks used to develop, train, and deploy AI models and applications.

Edge AI

1.5K-3K
Employers
+46%
Growth

AI processing that occurs on edge devices, enabling real-time data analysis and decision-making without relying on cloud connectivity.

LangChain

700-1.4K
Employers
+26%
Growth

A framework for developing applications powered by language models, enabling the integration of natural language processing capabilities into software.

FastAPI

1K-2K
Employers
+26%
Growth

A modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

Tailwind (CSS)

800-1.6K
Employers
+26%
Growth

A utility-first CSS framework that provides low-level utility classes to build custom designs without writing CSS from scratch.

API Integration

1.25K-2.5K
Employers
+15%
Growth

A process of connecting multiple software applications or systems so they can share data and functionalities. It enhances workflow efficiency by automating data exchange and enabling cohesive operations.