MLOps Job Market Trends

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LangFuse

30-60
Employers
+500%
Growth

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

vLLM

100-200
Employers
+488%
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

70-140
Employers
+238%
Growth

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

LangSmith

50-100
Employers
+221%
Growth

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

AI Infrastructure

400-800
Employers
+106%
Growth

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

LLMops

200-400
Employers
+99%
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

120-240
Employers
+85%
Growth

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

Artificial Intelligence Engineer

1.5K-3K
Employers
+70%
Growth

Develops and implements AI models and algorithms to solve complex problems and improve decision-making processes. Essential for advancing automation and technology-driven solutions in various industries.

MLOps Engineer

250-500
Employers
+50%
Growth

A professional responsible for deploying, managing, and optimizing machine learning models in production environments. Ensures seamless integration of ML models with the infrastructure and CI/CD pipelines.