CareerPlan

Internship - Failure Analysis (AI Modelling and Digitalisation)

SingaporeInternship2026-06-26 → 2026-10-24

Core

Automate failure analysis job labelling and develop user interfaces for Virtual Failure Analysis (VFA) using AIML and Large Language Models.

Role type

Internship, AI/ML application developer

Builds

End-user applications for digital automation of failure analysis processes

Domain

Semiconductor manufacturing / Failure Analysis

Deliverable

production ML models

Required skills

Python, AI & Machine Learning, Large Language Models (LLM), Programming

Preferred skills

Project management

Technologies

Python, Jupiter Notebook, Search engines, RPA

Responsibilities

Understand Failure Analysis processes and failure modes, Create programming to automate job labelling, Categorize failure modes through AIML classification, Develop user interface for man-machine interaction, Collaborate with IT to deploy coded applications

Seniority

Internship