MLOps Job Market Trends

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LangFuse

60-120
Employers
+1000%
Growth

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

vLLM

150-300
Employers
+784%
Growth

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

Lightning AI

8-16
Employers
+450%
Growth

A platform or tool for accelerating AI model development and deployment, focusing on speed and efficiency.

LangSmith

80-160
Employers
+407%
Growth

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

Forward Deployed AI Engineer

80-160
Employers
+363%
Growth

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

AI Infrastructure

600-1.2K
Employers
+202%
Growth

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

LLMops

250-500
Employers
+172%
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.

Artificial Intelligence Engineer

2K-4K
Employers
+143%
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.

AI Solutions Architect

120-240
Employers
+136%
Growth

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