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AI Engineer, LLM Systems

torentify • United State
Remote
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Develop and deploy production-ready AI applications, focusing on LLM-powered systems and agent-based workflows. Key responsibilities include model integration, system performance improvement, and end-to-end ownership from exploration to production. Requires strong ML foundation, production-quality coding skills, and practical experience with LLM systems.

Key Highlights
Build and deploy production AI capabilities connecting model intelligence with dependable user experiences.
Develop LLM-powered systems involving prompt engineering, tool use, contextual memory, agent workflows, and multi-step execution.
Take ownership from initial technical exploration through production delivery, monitoring, and ongoing improvement.
Key Responsibilities
Build and deploy production AI capabilities that connect model intelligence with dependable user experiences.
Develop LLM-powered systems involving prompt engineering, tool use, contextual memory, agent workflows, and multi-step execution.
Translate probabilistic model outputs into structured, consistent, and reliable application behavior.
Manage solutions across model integration, infrastructure, deployment, monitoring, and product delivery.
Diagnose and resolve issues involving model behavior, orchestration, infrastructure, application logic, and user experience.
Improve AI systems across output quality, latency, cost, scalability, and production reliability.
Develop practical evaluation methods and use real-world feedback and performance signals to guide improvements.
Collaborate with product and engineering teams to turn ambiguous challenges into scalable, production-ready solutions.
Take ownership of technical exploration, implementation, deployment, and continuous improvement.
Technical Skills Required
Python Machine Learning Large Language Models
Benefits & Perks
Fully remote work available to candidates throughout the United States.
Nice to Have
Familiarity with machine learning frameworks such as PyTorch, JAX, or comparable technologies.

Job Description

About the Company

Our client is developing intelligent software designed to go beyond generating responses and deliver dependable AI experiences that understand context, take action, and complete meaningful tasks. The team focuses on turning advances in AI models into reliable, production-ready systems that provide practical value to users.

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About the Role

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