AI/ML Failure Analysis Research Fellow

National University of Singapore; Singapore; Sur place; SGD 70 000 - 100 000; Plein temps

Résumé du poste

National University of Singapore invites applications for a Research Fellow to advance applied AI research in failure analysis and fault isolation for hybrid electronics. The role emphasizes ML-guided diagnostics, integration with test platforms, and collaboration with industry partners.

The candidate will supervise junior researchers and contribute to publications, patents, and technology disclosures while delivering milestones within projects.

Qualifications

• Ph.D. or equivalent in engineering or physics from a reputable institution.
• Experience in microelectronic research, metrology and electrical testing is advantageous.
• Proficiency in data analysis and interpretation with statistical tools.
• Excellent communication and collaborative work in research environments.
• Motivated with strong writing and presentation skills.
• Ability to work independently and in diverse teams.
• Open to Fixed Term Contract.

Responsabilités

• Conduct AI/ML research for semiconductor failure analysis and fault isolation.
• Develop algorithms for defect detection, classification and failure analysis.
• Lead integration of ML-driven diagnostic tools into workflows.
• Manage large-scale data preprocessing and analysis for experiments and simulations.
• Publish findings and present at conferences with industry partners.

Connaissances

AI/ML techniques

Data analysis

Communication skills

Collaborative research

Formation

Ph.D. in Electrical/ Electronics/ Mechanical/ Chemical Engineering/ Physics/ Materials

Outils

Statistical tools

Data visualization

Description du poste

National University of Singapore invites applications for a Research Fellow to advance applied AI research in failure analysis and fault isolation for hybrid electronics. The role emphasizes ML-guided diagnostics, integration with test platforms, and collaboration with industry partners.

The candidate will supervise junior researchers and contribute to publications, patents, and technology disclosures while delivering milestones within projects.