AI Engineer III - Agentic Platform
Core
Build headless business logic, LLM orchestration layers, and agent workflows to expose Amtech capabilities as tools for people, AI agents, and automated jobs.
Role type
Senior IC AI Engineer (Agentic Platform)
Builds
Agentic intelligence capabilities for scheduling, orders, customers, documentation, forecasting, and KPIs; reusable platform across product lines.
Domain
Enterprise software, financial, manufacturing, and supply-chain modernization
Deliverable
production ML models
Required skills
Python, prompt engineering, tool/function calling, agent frameworks (LangChain, LangGraph), LLM provider API integration, AWS infrastructure, real-time/batch model inferencing, RAG pipelines, vector databases, classical ML engineering, MLOps, Docker, Git, CI/CD
Preferred skills
MCP, governed data-access layers, Kubernetes, AWS Bedrock, AWS SageMaker, industrial data environments, monitoring tools (Prometheus, Grafana, Datadog)
Technologies
LangChain, LangGraph, Model Context Protocol, OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, AWS Lambda, ECS/EKS, S3, IAM, CloudWatch, Docker, Kubernetes, Prometheus, Grafana, Datadog
Responsibilities
Build and maintain LLM orchestration layers and agent workflows; Develop RAG pipelines and integrate model-agnostic providers; Build the Data Agent for governed, read-only access to on-premises customer data; Deploy and monitor agents and inference endpoints on AWS; Partner with Data Science, ML Engineering, and MLOps on classical ML production practices; Set technical direction and review other engineers' work
Seniority
Senior, hands-on IC
