All Job Market Trends

Retrieval-augmented generation

1K-2K
Employers
+88%
Growth

Retrieval-Augmented Generation (RAG) is a technique in natural language processing (NLP) that enhances the accuracy and relevance of responses generated by large language models (LLMs). RAG works by combining the strengths of both retrieval-based models, which extract information from external sources, and generative models, which create original content.

Edge AI

1.5K-3K
Employers
+33%
Growth

AI processing that occurs on edge devices, enabling real-time data analysis and decision-making without relying on cloud connectivity.

AI Tooling

2K-4K
Employers
+33%
Growth

Refers to the tools and frameworks used to develop, train, and deploy AI models and applications.

FastAPI

1K-2K
Employers
+26%
Growth

A modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

Dietary Aide

700-1.4K
Employers
+24%
Growth

Assists in the preparation and serving of meals in healthcare or residential facilities, ensuring dietary requirements are met.

Warehouse Worker

700-1.4K
Employers
+22%
Growth

Performs manual labor tasks in a warehouse, such as loading and unloading goods, organizing inventory, and maintaining a clean work environment.

BCBA Behavior Analyst

500-1K
Employers
+21%
Growth

A certified professional who applies principles of behavior analysis to improve socially significant behaviors. Often works with individuals with autism and developmental disorders.

LangChain

800-1.6K
Employers
+20%
Growth

A framework for developing applications powered by language models, enabling the integration of natural language processing capabilities into software.

Scheduling Coordinator

600-1.2K
Employers
+20%
Growth

Responsible for organizing and managing schedules for employees, resources, or appointments to ensure optimal efficiency. Often works in various industries to maintain smooth operations and minimize conflicts.