Software Engineer
Core
Building production-ready AI-enabled systems for intelligent manufacturing applications, combining backend/full-stack development, data engineering, and machine learning to support chip manufacturers.
Role type
Senior IC software engineer (AI/ML systems)
Builds
AI-driven analysis systems, data pipelines, and anomaly detection solutions for semiconductor manufacturing
Domain
Semiconductor manufacturing / Industrial automation
Deliverable
production ML models
Required skills
Python, SQL, full-stack development, data engineering, machine learning implementation, MLOps, data visualization, CI/CD, Docker
Preferred skills
Image processing, semi-supervised learning, predictive systems, semiconductor industry experience
Technologies
React/Angular/Vue, Node.js, Pandas, NumPy, Matplotlib, Plotly, Grafana, MLflow, Azure DepOps, Github
Responsibilities
Design and develop backend services and full-stack web applications for AI-driven workflows; Develop and fine-tune ML models for anomaly detection and predictive analysis; Deploy and maintain AI/ML models in production environments; Design and maintain AI infrastructure and runtime environments; Travel to customer cleanrooms for system deployment and on-site troubleshooting.
Seniority
Senior, hands-on IC
