Algorithm Developer
Core
Develop advanced analytics, machine learning, optimization, and AI-driven solutions to improve productivity in semiconductor service operations.
Role type
Senior IC algorithm developer (analytics & optimization)
Builds
Predictive models, decision-support tools, and scalable productivity solutions for field service operations
Domain
Semiconductor equipment, manufacturing, and service operations
Deliverable
production ML models | product features
Required skills
Python, SQL, statistical analysis, predictive/forecast modeling, optimization techniques, data-driven problem solving, domain knowledge in semiconductor equipment
Preferred skills
Agentic AI-based solutions, JMP, Tableau, Power BI
Technologies
Python, SQL, JMP, Tableau, Power BI, Excel
Responsibilities
Design and deploy analytics/ML/optimization solutions; analyze operational data to identify productivity gaps; build predictive models and business cases; collaborate with cross-functional teams to define requirements and ensure adoption; establish performance monitoring frameworks with KPIs and dashboards; validate tool operations using diagnostic data logs.
Seniority
Mid-Senior, hands-on IC