Sr Staff Engineer, AI/ML Applications
Core
Lead development of scalable full-stack AI-powered engineering applications and data platforms to improve semiconductor development productivity and accelerate decision-making.
Role type
Sr Staff Engineer (AI/ML Applications & Data Platforms)
Builds
Engineering copilots, design exploration agents, workflow automation, and digital-thread platforms for semiconductor development.
Domain
Semiconductor industry, AI/ML, Data Engineering
Deliverable
production ML models
Required skills
LLM integration, RAG systems, vector databases, agent frameworks, data engineering (ETL, modeling, large-scale processing), Python, React.js, TypeScript, REST APIs, microservices, distributed systems, technical leadership, mentoring
Preferred skills
Semiconductor design flows, EDA tools, physical design, verification, PPA analysis, graph databases, knowledge graphs, Docker, cloud-native platforms, workflow orchestration
Technologies
Azure Data Bricks, React.js, TypeScript, Python, LLMs, RAG, vector databases
Responsibilities
Lead development of AI-powered engineering applications; Integrate LLMs, RAG, and agent frameworks; Design data ingestion and serving pipelines; Build backend services and APIs; Develop modern web applications; Design unified engineering knowledge data models; Build dashboards and workflow automation; Collaborate with cross-functional teams; Drive technical direction and architecture reviews; Mentor engineers.
Seniority
Sr Staff, hands-on IC with strategic influence and mentorship (via careerplan.io/jobs/744000153658256-sr-staff-engineer-aiml-applications-at-renesas-electronics)
