MLOps Job Market Trends

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LangFuse

200-400
Employers
+5133%
Growth

A tool for monitoring and debugging language model applications, helping developers optimize performance and reliability.

vLLM

400-800
Employers
+2569%
Growth

A library designed for accelerated AI model inference utilizing advanced techniques for efficiency. It enhances large language models' performance on modern hardware architectures.

Forward Deployed AI Engineer

300-600
Employers
+2216%
Growth

Deploys and integrates AI solutions directly with clients, working on-site to ensure successful implementation and customization.

LangSmith

300-600
Employers
+2111%
Growth

A tool for managing and optimizing language model applications, providing insights and analytics for better performance.

Evidently AI

30-60
Employers
+714%
Growth

A tool for monitoring and evaluating the performance of machine learning models in production environments.

AI Infrastructure

1.5K-3K
Employers
+710%
Growth

Refers to the hardware and software systems that support the development, deployment, and operation of artificial intelligence applications.

LLMops

600-1.2K
Employers
+610%
Growth

A set of practices focused on the maintenance and optimization of large language models in production environments. It ensures that language models operate efficiently, with reliable performance and minimal downtime.

AI Solutions Architect

300-600
Employers
+565%
Growth

Designs and oversees the implementation of AI solutions, ensuring they meet business requirements and technical standards.

AI Data Platform

120-240
Employers
+549%
Growth

A platform that provides tools and infrastructure for managing and analyzing data for artificial intelligence applications.