Provide professional support for technical deconstruction process knowledge graph construction and product evaluation in the advanced packaging domain with focus on 2.5D/3D packaging TSV (Through-Silicon Via) and Hybrid Bonding.
Key Responsibilities
Product Direction Guidance
Advise on packaging module feature design and technical deconstruction depth based on advanced packaging technology evolution (e.g. CoWoS HBM stacking Chiplet interconnect panel-level packaging)
Develop annotation schemas for extracting packaging process information from patents/literature (e.g. bonding temperature/pressure/surface activation processes TSV aspect ratio/fill materials/electrical performance thermal management solutions)
Guide knowledge graph construction covering the process-equipment-material-performance-failure relationship network
Data Quality & Evaluation System
Establish data annotation quality standards for the packaging domain with emphasis on auditing accuracy of process parameters technology roadmaps and performance comparisons
Design evaluation systems for platform packaging technical reports (process deconstruction granularity technology roadmap completeness competitive analysis depth)
Conduct expert-level validation and feedback on platform-generated packaging technology insights
Industry Benchmarking & Resources
Benchmark against advanced packaging technology roadmaps from TSMC Intel Samsung and other industry leaders to ensure platform deconstruction logic aligns with industry practice
Assist in building technology evolution timelines and milestone event libraries for the packaging domain
Requirements
Education: Masters degree or above in Microelectronics Electronic Engineering Materials Science or related fields
Industry Experience: 5 years in semiconductor packaging R&D Process Integration (PIE) or advanced packaging technology development with hands-on involvement in R&D or mass production ramp of at least one technology: 2.5D/3D packaging TSV or Hybrid Bonding
Technical Depth:
Familiar with advanced packaging process flows: RDL Bump TSV formation/filling wafer thinning bonding (thermocompression/hybrid bonding) molding etc.
Understanding of packaging reliability testing standards (JEDEC AEC etc.) and failure analysis methodologies
Capable of extracting process innovation points and parameter optimization pathways from patents/technical literature
Understanding of interconnect challenges and solutions in Chiplet architecture
Product Mindset: Ability to translate complex packaging process knowledge into structured data requirements and evaluation standards
Preferred: R&D/process engineering background at leading packaging companies (TSMC Intel Samsung ASE Amkor); experience with HBM CoWoS or similar high-volume production
Required Experience:
IC
Position OverviewProvide professional support for technical deconstruction process knowledge graph construction and product evaluation in the advanced packaging domain with focus on 2.5D/3D packaging TSV (Through-Silicon Via) and Hybrid Bonding.Key ResponsibilitiesProduct Direction GuidanceAdvise on...
Position Overview
Provide professional support for technical deconstruction process knowledge graph construction and product evaluation in the advanced packaging domain with focus on 2.5D/3D packaging TSV (Through-Silicon Via) and Hybrid Bonding.
Key Responsibilities
Product Direction Guidance
Advise on packaging module feature design and technical deconstruction depth based on advanced packaging technology evolution (e.g. CoWoS HBM stacking Chiplet interconnect panel-level packaging)
Develop annotation schemas for extracting packaging process information from patents/literature (e.g. bonding temperature/pressure/surface activation processes TSV aspect ratio/fill materials/electrical performance thermal management solutions)
Guide knowledge graph construction covering the process-equipment-material-performance-failure relationship network
Data Quality & Evaluation System
Establish data annotation quality standards for the packaging domain with emphasis on auditing accuracy of process parameters technology roadmaps and performance comparisons
Design evaluation systems for platform packaging technical reports (process deconstruction granularity technology roadmap completeness competitive analysis depth)
Conduct expert-level validation and feedback on platform-generated packaging technology insights
Industry Benchmarking & Resources
Benchmark against advanced packaging technology roadmaps from TSMC Intel Samsung and other industry leaders to ensure platform deconstruction logic aligns with industry practice
Assist in building technology evolution timelines and milestone event libraries for the packaging domain
Requirements
Education: Masters degree or above in Microelectronics Electronic Engineering Materials Science or related fields
Industry Experience: 5 years in semiconductor packaging R&D Process Integration (PIE) or advanced packaging technology development with hands-on involvement in R&D or mass production ramp of at least one technology: 2.5D/3D packaging TSV or Hybrid Bonding
Technical Depth:
Familiar with advanced packaging process flows: RDL Bump TSV formation/filling wafer thinning bonding (thermocompression/hybrid bonding) molding etc.
Understanding of packaging reliability testing standards (JEDEC AEC etc.) and failure analysis methodologies
Capable of extracting process innovation points and parameter optimization pathways from patents/technical literature
Understanding of interconnect challenges and solutions in Chiplet architecture
Product Mindset: Ability to translate complex packaging process knowledge into structured data requirements and evaluation standards
Preferred: R&D/process engineering background at leading packaging companies (TSMC Intel Samsung ASE Amkor); experience with HBM CoWoS or similar high-volume production
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