•Document technical processes and provide regular progress updates to ensure transparency and alignment with project goals
•Implement advanced techniques to enhance model accuracy, robustness, and generalization for semiconductor inspection
•Analyze AI results, interpret production data trends, and recommend actionable improvements to optimize defect detection and reduce false positives...
Evaluate, fine-tune, and improve AI systems through structured testing, quality measurement, safety guardrails, and hallucination reduction techniques.
Design and implementation of machine learning models in different domains (e.g. SCM, Manufacturing, Product Management and Corporate Functions) following the CRISP- DM process.
Train, fine-tune, and optimize deep learning models for various applications....
Evaluate, fine-tune, and improve AI systems through structured testing, quality measurement, safety guardrails, and hallucination reduction techniques.
Design and implementation of machine learning models in different domains (e.g. SCM, Manufacturing, Product Management and Corporate Functions) following the CRISP- DM process.
Train, fine-tune, and optimize deep learning models for various applications....
7+ years of hands-on experience in Data Science, Machine Learning, LLMs and AI.
Deep understanding of Retrieval-Augmented Generation (RAG) architectures, including embeddings, vector databases, semantic search, and retrieval optimization techniques.
Knowledge of Knowledge Graphs, semantic data models, ontologies, graph databases (e.g., Neo4j), and their application in enterprise AI solutions....
Evaluate, fine-tune, and improve AI systems through structured testing, quality measurement, safety guardrails, and hallucination reduction techniques.
Design and implementation of machine learning models in different domains (e.g. SCM, Manufacturing, Product Management and Corporate Functions) following the CRISP- DM process.
Train, fine-tune, and optimize deep learning models for various applications....
Define and implement vision inspection strategies, including camera selection, illumination design, lens selection, field-of-view calculations, and part positioning
Coordinate and run vision evaluation, characterization, and investigation for customer samples and requests
Translate customers' requirements into design specifications, evaluate design feasibility, and provide technical expertise to exceed customer expectations...
Capable of working independently to conduct detailed failure investigations while also collaborating effectively with engineering, quality, and production teams to resolve issues.
Proficient in written and spoken English to clearly document analysis findings, prepare technical reports, and communicate results and recommendations to cross-functional teams.SKILL
Strong technical and analytical skills in conducting failure investigations, including root cause analysis, use of laboratory and analytical equipment and understanding of manufacturing processes and defect mechanisms....
Capable of working independently to conduct detailed failure investigations while also collaborating effectively with engineering, quality, and production teams to resolve issues.
Proficient in written and spoken English to clearly document analysis findings, prepare technical reports, and communicate results and recommendations to cross-functional teams.SKILL
Strong technical and analytical skills in conducting failure investigations, including root cause analysis, use of laboratory and analytical equipment and understanding of manufacturing processes and defect mechanisms....
Own assigned deliverables throughout the software development lifecycle, including design, implementation, integration, troubleshooting, and deployment.
Work closely with project teams to identify and resolve technical risks, dependencies, and delivery challenges to ensure successful project releases.
Contribute to the continuous improvement of development tools, frameworks, and engineering practices....