Best 18 Tools for Data Scientists in 2025

Mage AI is a comprehensive data pipeline orchestration platform designed to simplify how teams build, deploy, and manage data workflows. Think of it as a smart workspace that combines notebook-style development with powerful automation features.

Boltic is an enterprise-grade modern Big DataOps platform that serves as a comprehensive no-code/low-code solution for data integration, transformation, and workflow automation. Think of it as a central hub that connects all your business tools and data sources, allowing you to create automated workflows that handle data processing, analysis, and distribution without writing a single line of code.

Roboflow is a complete computer vision development platform that makes building AI models simple and fast. Think of it as the missing piece that connects your images to working AI applications. The platform handles every step of the computer vision pipeline, from organizing your data to deploying models that can recognize objects, detect defects, or analyze scenes in real-time.

Rows is an AI-powered spreadsheet platform designed for modern teams who need to work with data from multiple sources. Think of it as a supercharged spreadsheet that combines the best of Excel, Google Sheets, and business intelligence tools in one place.

Rize is an intelligent time tracking and productivity coaching application designed for macOS and Windows users who want to maximize their work efficiency. Think of it as a fitness tracker for your productivity - it automatically monitors how you spend time on your computer, identifies patterns, and provides personalized recommendations to improve focus and reduce distractions.

GrowthBook is an open-source feature flagging and A/B testing platform designed to help companies release features safely and measure their impact with confidence. Think of it as your complete experimentation toolkit that works with your existing data setup.

Apify is a comprehensive web scraping and browser automation platform designed to help businesses extract data from websites at scale. Think of it as a marketplace combined with a powerful infrastructure that handles all the complex technical parts of web scraping for you.

Browser Use is an AI-powered browser automation framework designed to make websites accessible for artificial intelligence agents. Think of it as giving AI the ability to see and interact with web pages just like a human would, but much faster and more accurately.

Helicone AI is an open-source observability platform designed specifically for developers working with Large Language Models. Think of it as your AI application's dashboard that shows you everything happening under the hood.

n8n is a fair-code workflow automation platform that uniquely combines visual building with custom coding capabilities. Think of it as a powerful middle ground between simple automation tools and complex programming frameworks.