Algorithm Developer
Core
Design, develop, and deploy analytics, machine learning, and optimization solutions to drive productivity, operational efficiency, and business performance in semiconductor equipment and manufacturing environments.
Role type
Senior IC algorithm developer (analytics & optimization)
Builds
Predictive models, decision-support tools, and scalable productivity solutions for semiconductor equipment operations.
Domain
Semiconductor manufacturing and equipment operations
Deliverable
production ML models
Required skills
Python, SQL, statistical analysis, predictive/forecast modeling, optimization techniques, data-driven problem solving, domain knowledge in semiconductor equipment/manufacturing
Preferred skills
Agentic AI-based solutions, JMP, Tableau, Power BI
Technologies
Python, SQL, JMP, Tableau, Power BI, Excel
Responsibilities
Analyze complex operational and field data to identify productivity opportunities and root causes; Build predictive models and decision-support tools connecting improvements to customer outcomes; Collaborate with Sales, Field Service, and Engineering teams to define requirements and prioritize solutions; Establish performance monitoring frameworks including dashboards and KPIs; Drill down to tool HW configuration, process, and diagnostic data to validate tool operations.
Seniority
Mid-Senior, hands-on IC