Machine Learning Job Market Trends

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LangGraph

250-500
Employers
+9075%
Growth

A tool or library for visualizing and managing language model workflows, enhancing understanding and optimization.

Agentic

900-1.8K
Employers
+5446%
Growth

Agentic refers to AI systems or agents that possess the ability to act autonomously, making decisions and performing tasks without direct human intervention. These systems are designed to achieve specific goals by leveraging machine learning and decision-making algorithms.

CrewAI

100-200
Employers
+3300%
Growth

CrewAI is a Python framework designed for orchestrating role-playing, autonomous AI agents. It enables collaborative intelligence by allowing agents to work together seamlessly to tackle complex tasks.

ComfyUI

40-80
Employers
+929%
Growth

A web-based Stable Diffusion interface optimized for workflow customization. It offers a modular framework with a graph/nodes interface to simplify creating and modifying image generation tasks, enhancing user experience and productivity.

DSPy

30-60
Employers
+900%
Growth

DSPy is an open-source framework developed by Stanford NLP for programming language models, focusing on building modular AI systems rather than relying on traditional prompting.

Groq

12-24
Employers
+833%
Growth

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.

AI Agent

1.25K-2.5K
Employers
+594%
Growth

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

Ollama

50-100
Employers
+507%
Growth

Ollama is an open-source framework designed for serving large language models (LLMs) locally on on-premise devices. It supports multiple operating systems, including macOS, Linux, and Windows, and offers flexible interaction modes through a Command Line Interface (CLI), SDK, or API.

LangFuse

30-60
Employers
+500%
Growth

A tool for monitoring and debugging language model applications, helping developers optimize performance and reliability.