Machine Learning Job Market Trends
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Vibe Coding
An approach to software development where developers use large language models (LLMs) to generate code from natural language prompts, shifting their role to guiding and refining AI-generated code.
Gumloop
Gumloop is a no-code platform designed for building AI-powered workflow automations. It allows users to create complex automations using a visual interface with drag-and-drop nodes, enabling tasks like web scraping, text manipulation, and data enrichment without writing code.
Hugging Face Spaces
A cloud-based platform by Hugging Face for hosting and sharing machine learning models and applications. It enables developers to easily showcase, test, and deploy AI models with minimal setup.
Rivet (AI)
An open-source visual AI programming environment designed to simplify the creation and deployment of AI models and applications.
Yellow AI
An AI-powered conversational platform that enables businesses to create chatbots and virtual assistants.
Uber Tech Lead
An Uber Tech Lead is a senior technical leadership role responsible for overseeing the development and implementation of complex software systems within an organization.
LangGraph
A tool or library for visualizing and managing language model workflows, enhancing understanding and optimization.
Agentic
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
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.