Data Science Job Market Trends
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Model Context Protocol (MCP)
An open standard that standardizes how AI models integrate and share data with external tools, systems, and data sources. It provides a universal interface for reading files, executing functions, and handling contextual prompts.
Forward Deployed AI Engineer
Deploys and integrates AI solutions directly with clients, working on-site to ensure successful implementation and customization.
Qdrant
An open-source vector database optimized for similarity search operations.
Applied AI Engineer
Develops and implements AI solutions to solve real-world problems, focusing on practical applications and outcomes.
LlamaIndex
A suite of tools and models for working with LLMs, offering capabilities for fine-tuning, querying, and managing large language models.
AI Ethics
The field of study that deals with the moral implications and responsibilities of artificial intelligence. It focuses on ensuring AI systems are designed and used in ways that adhere to ethical standards and benefit society.
Polars (Python)
A fast DataFrame library for Python, designed for efficient data manipulation and analysis.
AI Data Platform
A platform that provides tools and infrastructure for managing and analyzing data for artificial intelligence applications.
FastAPI
FastAPI is a modern, high-performance web framework for building APIs with Python. It is designed to be easy to use and fast, leveraging Python's type hints to provide automatic validation and documentation of API endpoints.