Data Science Job Market Trends
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Forward Deployed AI Engineer
Deploys and integrates AI solutions directly with clients, working on-site to ensure successful implementation and customization.
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.
Scale AI
A company that provides data annotation services for machine learning models, specializing in image, text, and video datasets. Their platform enables organizations to efficiently and accurately label data for AI model training.
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.
LlamaIndex
A suite of tools and models for working with LLMs, offering capabilities for fine-tuning, querying, and managing large language models.
Health AI
Applications of AI in healthcare, including diagnosis, treatment planning, and patient management.
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.