Digital Analytics Solution Specialist

• Develop solution algorithms for semiconductor fabrication applications using classical image processing and machine learning methods
• Build understanding of semiconductor manufacturing processes, customer challenges, and market needs
• Define requirements from customer analytics needs and translate them into prototypes
• Develop, implement, test, and optimize solutions addressing technical challenges
• Assess prototype capabilities and limitations and communicate findings to customers
• Work at customer and partner sites globally
• Apply technical expertise to deliver impactful solutions for customers and the semiconductor industry
• Identify improvement areas and market opportunities through exposure to semiconductor FIB-SEM applications
• Develop customer-specific solutions through direct engagement at ZEISS customer sites
• Travel up to 50%, primarily within the United States, with occasional international support

• Master’s or PhD degree in computer science or a related field
• 1–2 years of experience designing and implementing machine learning algorithms for image processing applications
• Experience with neural networks for detection, classification, and segmentation
• Experience with support vector machines
• Expertise in designing, analyzing, implementing, and testing image processing algorithms
• Knowledge of filters, noise and distortion correction, image registration and alignment, and contour extraction
• Ability to understand, maintain, and optimize existing code
• Strong understanding of leading image processing and machine learning libraries, including their strengths and limitations
• Background in semiconductor manufacturing preferred
• Experience working directly with customers in an interactive requirements‑gathering environment

Demonstrates expertise in developing and optimizing machine learning algorithms and image processing solutions tailored for semiconductor fabrication applications. Engages directly with customers to translate analytics needs into effective prototypes while understanding semiconductor manufacturing processes.

• Machine Learning Algorithm Design
• Image Processing Expertise
• Neural Networks Experience
• Customer Engagement Skills
• Semiconductor Manufacturing Knowledge

• Machine Learning
• Image Processing Algorithms
• Neural Networks
• Support Vector Machines
• Image Registration
• Contour Extraction
• Noise Correction
• Distortion Correction
• Algorithm Testing
• Code Optimization

• Communication Skills
• Analytical Thinking
• Problem-Solving

• Master’s Degree
• PhD Degree

• Semiconductor Fabrication
• FIB-SEM Applications
• Customer Analytics
• Prototype Development
• Market Opportunities

• Image Processing Libraries
• Machine Learning Libraries