Full Stack AI Engineer
Core
Lead the design, development, and deployment of production AI systems end-to-end, focusing on strengthening technical execution and system reliability within a service organization.
Role type
Senior IC AI Engineer (Technical Lead)
Builds
AI-powered solutions for internal tooling and customer-facing features
Domain
Semiconductor manufacturing services / Applied AI
Deliverable
production ML models
Required skills
End-to-end AI system delivery, LLMs and agent-based systems, system reliability patterns, data pipelines, model serving, technical design reviews, mentorship
Preferred skills
Generative AI applications, evaluation frameworks, prompt iteration, operationalizing AI workflows, build vs buy trade-offs
Technologies
LLMs, agent-based systems, generative AI frameworks
Responsibilities
Lead design and deployment of production AI systems, contribute hands-on to codebase, establish scalable patterns for evaluation and reliability, conduct technical design reviews, mentor engineers, support hiring efforts
Seniority
Senior, hands-on IC with mentorship responsibilities
