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.
Chroma Database
A vector database designed for complex data retrieval and analysis. Used extensively in applications that require high-performance data science capabilities.
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.
OpenAI Codex
OpenAI Codex is an AI system that translates natural language into code, enabling users to generate and understand software in dozens of programming languages.
Github Copilot
An AI coding assistant that suggests code, functions, and documentation directly in your editor. It speeds up development by turning natural language prompts into working code and reducing repetitive work
Apify
A web scraping and automation platform that allows users to extract and process data from websites.
AI Evaluator
Assesses the performance and accuracy of AI models and systems, ensuring they meet desired standards and objectives.
Applied AI Engineer
Develops and implements AI solutions to solve real-world problems, focusing on practical applications and outcomes.