Data Science Job Market Trends
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Chroma Database
A vector database designed for complex data retrieval and analysis. Used extensively in applications that require high-performance data science capabilities.
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.
Apify
A web scraping and automation platform that allows users to extract and process data from websites.
Applied AI Engineer
Develops and implements AI solutions to solve real-world problems, focusing on practical applications and outcomes.
AI Evaluator
Assesses the performance and accuracy of AI models and systems, ensuring they meet desired standards and objectives.
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.