MLOps Job Market Trends
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vLLM
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
Deploys and integrates AI solutions directly with clients, working on-site to ensure successful implementation and customization.
LangSmith
A tool for managing and optimizing language model applications, providing insights and analytics for better performance.
LLMops
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 Data Platform
A platform that provides tools and infrastructure for managing and analyzing data for artificial intelligence applications.
AI Infrastructure
Refers to the hardware and software systems that support the development, deployment, and operation of artificial intelligence applications.
Artificial Intelligence Engineer
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.
Distributed Training
Trains machine learning models across multiple computing nodes simultaneously.
BentoML
An open-source platform for deploying machine learning models as scalable microservices.