Senior Full Stack AI Engineer, E2E AI solution
Core
Build, develop, deploy, and operate AI-enabled applications, services, and agent-based solutions supporting semiconductor manufacturing operations and Manufacturing Execution Systems (MES) ecosystems.
Role type
Senior Full Stack AI Engineer (Semiconductor Manufacturing)
Builds
Scalable, secure, production-ready AI systems and agentic AI solutions for factory operations.
Domain
Semiconductor manufacturing / Smart Manufacturing / Enterprise Systems
Deliverable
production ML models
Required skills
Full-stack software development, AI agent development, tool calling, workflow orchestration, multi-step execution, context management, human-in-the-loop processes, C#, Python, Java, TypeScript, JavaScript, relational/NoSQL databases, REST APIs, CI/CD, DevOps, production troubleshooting.
Preferred skills
Factory production control solutions, factory automation systems, engineering platforms, smart manufacturing solutions, semiconductor manufacturing processes, AI Agents, Copilots, multi-agent systems, autonomous AI workflows.
Responsibilities
Build and implement full-stack software solutions including backend services, APIs, user experiences, databases, integrations, and cloud-native components; Integrate AI applications with MES or equivalent experience, manufacturing systems, corporate platforms, document repositories, event-driven services, APIs, and enterprise data sources; Evaluate, monitor, and continuously improve AI solution quality, reliability, safety, governance, observability, and operational performance; Analyze and resolve production issues involving software behavior, MES integration, AI outputs, data flows, infrastructure, scalability, and platform reliability; Drive software engineering excellence through architecture reviews, build discussions, code reviews, testing strategies, CI/CD automation, and operational guidelines; Participate in a 24/7 on-call rotation and provide Level 3 support for production AI applications and platforms.
Seniority
Senior, hands-on IC
