算法技术工程师
Core
Design and develop optical, thermal, positioning, error control, calibration, and fault diagnosis algorithms for semiconductor advanced process manufacturing, including mathematical modeling, system simulation, and hardware optimization.
Role type
Algorithm Engineer (Optical/Thermal/Positioning)
Builds
High-performance algorithm libraries, numerical simulation prototypes, and calibration systems for semiconductor manufacturing equipment.
Domain
Semiconductor manufacturing / Optical engineering / Numerical simulation
Deliverable
production ML models | product features | infrastructure
Required skills
Optical algorithm design, thermal analysis, positioning algorithms, error control, mathematical modeling, system simulation, hardware optimization (CPU/GPU), data pipeline construction, numerical methods (finite difference, finite element), linear algebra, parallel computing, database management, machine learning fundamentals, CAD, 3D visualization.
Preferred skills
Deep learning, optical design tools, semiconductor process knowledge.
Technologies
CPU/GPU, CAD, database platforms, numerical simulation tools, deep learning frameworks.
Responsibilities
Design and develop optical, thermal, positioning, and error control algorithms; build high-performance algorithm libraries with hardware optimization; establish business data systems for data collection and synchronization; deliver end-to-end projects from requirement clarification to version iteration; conduct numerical simulations and feasibility studies for advanced semiconductor processes.
Seniority
Mid-level to Senior, hands-on IC