Co-op/ Intern

2 weeks ago

Bedok, Singapore Advanced Micro Devices, Inc Full time

Overview:
**WHAT YOU DO AT AMD CHANGES EVERYTHING**

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences - the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. This is who we are at our best. One Company. One Team.

AMD together we advance_

**Responsibilities**:
Project Title

Data Analytics and Visualization of Transistor Electrical Characteristic for 5/3nm Advanced Microprocessors

Description of Project / Objectives

Project Overview: Develop python script to extract and visualized important transistor electrical data parameters.

Description of Main Project Scopes:
In failure analysis, nano-probing is widely used for collecting transistor electrical characteristics which is essential in sieving out any defective transistor in a sea of transistor. Due to the vast number of data features and raw transistor data, it is not feasible to manually process raw transistor electrical data. Hence there is a need to create a script that is capable in processing large amount of raw transistor electrical data efficiently and presenting the processed data in a meaningful manner through data visualization. Through the processing of these transistor data, one should be able to pinpoint the faulty transistor through the extracted data and diagrams.

**Responsibilities**:
1. Understand key transistor electrical characteristics parameters and basic device physics.

2. Understand raw nano-probing data.

3. Extract key transistor parameters.

4. Develop automation script to extract, convert and compilation of electrical data.

5. Data visualization and analysis of processed data

6. Basic GUI development

What the Coop can expect to learn from this project:
The student will have the opportunity to learn advanced device physics, data analysis, data visualization and basic GUI development skills.

Skills Required / Technical Skills

(List specific skills preferred and state if training will be provided)

Python coding skills.

Knowledge on VBA programing for excel.

Other Requirements / Soft Skills

The student needs to be pro-active to drive the project independently. A self-driven individual with a willingness to learn, resourceful and passionate about technology.

Qualifications:

- Benefits offered are described: _AMD benefits at a glance
_._

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