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Test Data Analysis Engineer

Celeno

Celeno

This job is no longer accepting applications

See open jobs at Celeno.
Data Science
Tokyo, Japan
Posted on Tuesday, August 1, 2023

Job Type: Permanent  - Full Time 

Remote Work Available: Yes 

 

Renesas is one of the top global semiconductor companies in the world. We strive to develop a safer, healthier, greener, and smarter world, and our goal is to make every endpoint intelligent by offering product solutions in the automotive, industrial, infrastructure and IoT markets. Our robust product portolio includes world-leading MCUs, SoCs, analog and power products, plus Winning Combination solutions that curate these complementary products. We are a key supplier to the world’s leading manufacturers of the electronics you rely on every day; you may not see our products, but they are all around you.

 

Renesas employs roughly 21,000 people in more than 30 countries worldwide. As a global team, our employees actively embody the Renesas Culture, our guiding principles based on five key elements: Transparent, Agile, Global, Innovative, and Entrepreneurial. Renesas believes in, and has a commitment to, diversity and inclusion, with initiatives and a leadership team dedicated to its resources and values. At Renesas, we want to build a sustainable future where technology helps make our lives easier. Join us and build your future by being part of what’s next in electronics and the world.

 

[Background of Recruitment]

Wafer prices for advanced processes are high, and the cost impact of manufacturing yield is very large.

To improve this yield, it is important to determine the true causes of defects and improve manufacturing processes and mass production testing.

Renesas analyzes and analyzes test data based on a combination of manufacturing processes, design information, and mass production test environments,

and uses advanced analysis technology that makes full use of software failure diagnosis and hard wafer analysis to determine the true cause and improve yields.

However, the level of difficulty of analysis has been increasing recently due to the miniaturization of manufacturing processes, so the company is strengthening

its human resources to maintain its current technology and develop data analysis technology for cutting-edge (3nm) processes.

 

[Responsibilities]

By using statistical analysis methods and ML/AI analysis methods such as BigData analysis of test data of semiconductor products, we can extract issues hidden

in the production process to improve yield and test efficiency.

・Technical area: Data analysis algorithm development

・Target Products: R-Car/RH850 and other in-vehicle products in general

・Project description: Development of applications and dashboards on test data analysis systems/infrastructure

・Responsible for: Planning, proposal, requirement definition, development, evaluation, release, user support, etc. for the above

 

[Required Skills and Work Experience]

[Must]

  - Data Scientist Certification Level (Literacy Level) (Pass Level) Skills.

  - Experience (2-3 years) in developing data analysis systems (database + algorithms + graphing) using BigData analysis methods

[Want]

  - Coding skills related to visualization technology (data visualization)

  - Presentation skills (ability to communicate proposals to others in an appropriate and logical manner)

  - Basic knowledge of semiconductors and their testing methods

 

[Required Language Skills]

[English]Business Level (TOEIC 700)

[Japanese]Native Level

This job is no longer accepting applications

See open jobs at Celeno.