Machine Learning Job Market Trends

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LangGraph

300-600
Employers
+14700%
Growth

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

Agentic

1.25K-2.5K
Employers
+8742%
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

175-350
Employers
+6160%
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.

FLUX (AI Model)

12-24
Employers
+1500%
Growth

FLUX is an advanced diffusion model for AI image generation developed by Black Forest Labs. It offers exceptional speed, quality, and prompt adherence, available in three versions: Schnell, Dev, and Pro. FLUX.1 leverages innovative techniques to produce highly photorealistic images and is open-source, fostering community engagement and innovation.

DSPy

30-60
Employers
+1100%
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.

ComfyUI

30-60
Employers
+1071%
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.

LangFuse

60-120
Employers
+1000%
Growth

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

AI Agent

1.5K-3K
Employers
+971%
Growth

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

Groq

15-30
Employers
+933%
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.