Forward Deployed AI Engineer
Core
Embed senior engineers to design, ship, and operate LLM-powered systems for enterprises, ensuring reliability in probabilistic environments.
Role type
Senior IC Forward Deployed AI Engineer
Builds
Production LLM, RAG, and Agentic Systems for enterprise clients
Domain
Enterprise AI, Large Language Models, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, LLM system design, RAG pipeline construction, agent workflow design, MLOps, cloud infrastructure, CI/CD, incident response, evaluation framework design
Preferred skills
Experience with hallucination mitigation, data drift detection, cost optimization in AI systems
Technologies
Python, Cloud environments, CI/CD tools, Monitoring systems
Responsibilities
Design, build, deploy, and operate LLM-powered systems end-to-end; Own reliability for probabilistic systems including hallucinations and drift; Build and maintain evaluation frameworks for LLM outputs; Operate AI systems with monitoring and rollback strategies; Lead technical delivery and explain system failures to stakeholders
Seniority
Senior, hands-on IC
