Staff/Principal Agentic Solutions Developer - Data scientist with AWS
Core
Architect and implement agentic AI systems and ML-powered solutions to automate semiconductor design verification, product validation, and manufacturing workflows using large-scale unstructured data.
Role type
Staff/Principal Agentic Solutions Developer (Data Scientist)
Builds
Agentic AI systems integrating with Advanced Modeling tools, EDA tools, and test platforms for spec translation, design verification, and root cause analysis.
Domain
Semiconductor manufacturing and design (memory and storage)
Deliverable
production ML models
Required skills
Agentic AI system architecture, LLM deployment in production, prompt tuning, RLHF, structured evaluation frameworks, unstructured data processing, semiconductor domain knowledge, cross-functional collaboration, technical storytelling
Preferred skills
Experience with EDA tools, Advanced Modeling tools, design environments, product/manufacturing test platforms
Technologies
LLMs, RLHF, EDA tools, Advanced Modeling tools
Responsibilities
Drive creation of intelligent ML solutions for semiconductor composition and manufacturing; Architect agentic AI systems for automation; Establish Best Known Methods for deploying LLMs; Benchmark and refine models via prompt tuning and feedback loops; Collaborate with process and design engineers to define problem statements; Communicate technical insights through data storytelling.
Seniority
Staff/Principal, hands-on IC with strategy & mentorship
