Develop agentic workflows using LLMs for real-world task execution
Create customization layers for organization-specific logic and build AI pipelines with evaluation and monitoring
Orchestrate multi-agent systems and work on AI system infrastructure
Required Qualifications
5+ years of machine learning experience (PyTorch, TensorFlow) and 2+ years with LLMs (Hugging Face, OpenAI, Anthropic)
Experience in building and deploying production AI systems, including RAG and vector search
Knowledge of prompt engineering, AI safety, and content filtering best practices
Expert-level experience in Rails (3+ years), including REST APIs, PostgreSQL, ActiveRecord, and RSpec
Ability to lead AI integration in full-stack environments and collaborate across teams
Average salary estimate
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