mentor content

PERSONAL BIO

Excellent skills in machine learning and deep learning with Kaggle competition experiences.
Exceptional skills in data analysis, specifically forecasting, modeling, and failure analysis from thousands of semiconductor process steps.
Great programming abilities and statistical skills in data management and data mining.
Outstanding problem-solving ability and excellent communication skills.

WORK EXPERIENCE AND AWARDS

Staff Machine Learning Engineer at Qualcomm · 2021 – Present
Sr. Machine Learning Engineer at Qualcomm · 2019 – 2020
Sr. Yield Engineer at Qualcomm · 2015 – 2019
Sr. Product Engineer at Taiwan Semiconductor Manufacturing Company · 2008 – 2015

EDUCATIONAL BACKGROUND

M.S. in Materials Science and Engineering, NTHU
B.S. in Materials Science and Engineering, NTHU

Job Positions

Brief Introduction of the Department

【Product and Test Development Engineering】

Do you want an opportunity to see what happens when you combine your neurons’ love for electrons with a neural network? Qualcomm Technologies’ engineering team in Taiwan is looking for a creative Electrical Engineer to work on next generation products and technologies. This position is under Taiwan COMET (Center for Operations, Manufacturing Engineering, and Testing), which is Qualcomm's first in Asia Pacific region and is rapidly expanding.

Department Staff Number

- More than 10 people

Internship Job Description

The ideal candidate will have opportunities in the following areas:

-Apply machine learning techniques on LTE5G chipsets (RF, PMIC, Modem, Application Processors, Graphics Processors, AI Processors).

-Design automated system validation solutions using a combination of custom software & hardware along with commercial test equipment.

All Qualcomm employees are expected to actively support diversity on their teams, and in the Company.

Preferred Intern Education Level

- Undergraduate students (third year and above)
- Master students
- Ph.D. students

Preferred Intern Skill Sets or Qualities

Basic Qualifications:

- Currently enrolled in or received a bachelor’s or Master’s Degree in Math/Statistics/Engineering or other equivalent quantitative discipline.
- Experience with one or more scripting language. (e.g., Java, Python, R, C#)

Preferred Qualifications:

- Proficient in at least one or more query language, schema definition language, and scripting language.
- Knowledge of transforming real problem into solution schema in a business environment with large-scale, complex datasets.
- Strong data analysis skill and passionate in automation modeling.
- Experience and understanding of search, relevancy and automation techniques.
- Strong verbal and written communication skills.
- Desire to work in a collaborative, intellectually curious environment
- Business fluency in English
- Experience in O plus / Exensio is a big plus

Education Requirements:

Bachelor's, Electrical Engineering or Computer Engineering or Data Science

Keywords: Machine Learning, Data Science, 5G, Deep Learning, AI

Brief Introduction of the Department

【Product and Test Development Engineering】

Do you want an opportunity to see what happens when you combine your neurons’ love for electrons with a neural network? Qualcomm Technologies’ engineering team in Taiwan is looking for a creative Electrical Engineer to work on next generation products and technologies. This position is under Taiwan COMET (Center for Operations, Manufacturing Engineering, and Testing), which is Qualcomm's first in Asia Pacific region and is rapidly expanding.

Department Staff Number

- More than 10 people

Internship Job Description

The ideal candidate will have opportunities in the following areas:

- Design client-side and server-side architecture. Build the front-end of applications through appealing visual design (RF, PMIC, Modem, Application Processors, Graphics Processors, AI Processors)

- Combine computing backend solutions using data science or machine learning knowledge to deliver vital impact via user integrated system.

All Qualcomm employees are expected to actively support diversity on their teams, and in the Company.

Preferred Intern Education Level

- Undergraduate students (third year and above)
- Master students
- Ph.D. students

Preferred Intern Skill Sets or Qualities

Minimum Qualifications:
- Knowledge of multiple front-end languages and libraries (e.g. HTML/ CSS, JavaScript, XML, jQuery)
- Knowledge of multiple back-end languages (e.g. C#, Java, Python) and JavaScript frameworks (e.g. Angular, React, Node.js)
- Familiarity with databases (e.g. MySQL, MongoDB), web servers (e.g. Apache).
- Using scripting or authoring languages, management tools, content creation tools and applications.
- Conferring with teams to resolve conflicts, prioritize needs, develop content criteria, or choose solutions.
- Developing or validating test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.
- Editing, writing, or designing Website content, and directing team members who produce content.
- Back up files from Web sites to local directories for recovery.
- Identifying problems uncovered by customer feedback and testing, and correcting or referring problems to appropriate personnel for correction.
- Evaluating code to ensure it meets industry standards, is valid, is properly structured, and is compatible with browsers, devices, or operating systems.

Preferred Qualifications:
- Experienced web design interacting backend knowledge such as Machine Learning fundamentals , Computing logic or statistical modeling
- Familiarity with data visualized implementation in semiconductor industry or other tech field application
- Understanding machine learning knowledge is a plus

Education Requirements:

BS/MS in Computer Science, EE or Information System

Keywords: Software Engineer, Full stack, Machine learning

王士維 Clayton Wang