SR DATA SCIENCE ENGINEER - SMART MFG & AI 資料科學家

Updated about 9 hours ago

Job Description

As a Data science engineer at Micron Technology, Inc., you will report to the Smart Manufacturing and Artificial Intelligence organization. The team defines, drives and delivers end to end smart manufacturing solution, integrated across functions of the business. The team will look into applying industry-leading the best methodologies in automation, AI and machine learning to enhance Micron’s product development, business and administrative processes across the company.

Responsibilities and Tasks
1. Work with an international team of data scientists, data engineers, software engineers, process and equipment engineers, process integration engineers, yield enhancement engineers, R&D, etc. in a collaborative manner to develop new data science solutions that improve quality, improve yield, reduce deviations, improve manufacturing cycle time, reduce cost, extend manufacturing capabilities, etc.
2. Draw from a broad background of data-mining techniques in mathematics, statistics, information technology, machine learning, data engineering, visualization, etc. to discover insightful patterns in the dataset
3. Work on projects and develop solutions that would be of high impact in various areas such as Fabrication plant, Assembly and Test and Procurement etc
4. Work closely with IT and Supplier on data management, taking an idea, access and prepare necessary data, work with data scientists to create machine learning models, develop it to an application with intuitive user interface, integrate with any pre-existing systems, demonstrate successful use cases and wins, etc.
5. Developing new or enhancing prior data acquisition and ETL pipelines from various sources into big data ecosystem.
6. Developing responsive design web interface for result visualization and user interaction
7. Working with various scientific data such as equipment sensor data and logs, image and various types of signals, manufacturing process data, etc. to extract meaningful information for analytics
8. Creating intuitive user interface for interactive data visualization to explain insights from data

Requirements

Requirements
1. B.S/M.S degree in Science, Computer Science, Industrial Engineering or any other engineering discipline with extensive programming exposure
2. Good hands on programming experience (eg Java, C++, python, etc)
3. Strong communication skills (written, verbal and presentation)
4. Willing to travel and enjoy working in diverse environment
5. Any exposure to below will be advantageous
Cloud ecosystem (Google Cloud, AWS, Microsoft Azure) and cloud computing tools (Dataproc, Dataflow, etc)
ETL, Database (MS SQL, Oracle, MySQL, Snowflake, BigQuery, CloudSpanner etc.)
Image processing (OpenCV, Python PIL, scikit-image, etc.)
Web Development (Angular, typescript, css, Node.js, etc)
Mobile app development (Ionic framework, apache cordova, etc)

3
3 years of experience required
1.2M ~ 1.8M TWD / year
Optional Remote Work
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Logo of Micron Technology 台灣美光.

Micron Technology 台灣美光

Semiconductor
5001 - people

About us

台灣美光是美商美光科技(Micron Technology, Inc.)在台子公司,美光科技成立於1978年,是全球前三大記憶體製造商,總部設立於美國愛達荷州波伊西市(Boise),並分別於美國、台灣、日本、新加坡、中國、歐洲等地設有研發設計或製造據點;全球員工超過3萬人。

台灣美光跨足半導體後段封測領域,以領先之姿,帶領亞洲半導體產業持續向上,讓世界供應鏈持續向台灣匯聚能量。台灣美光升級為集合晶圓製造、封裝測試於一體,並有研發團隊進駐的DRAM卓越製造中心。

我們提供高度多樣化的產品陣容,並與客戶密切合作,幫助他們開發整個記憶體系統。事實上,您也許每天都在使用我們的記憶體-在電腦、網路和伺服器應用中,在移動、嵌入式、消費者、汽車和工業設計中。

作為世界上最豐富的專利持有者之一,我們不斷反思、重鑄和精進新思路,給更廣泛的市場帶來革新並找出方法,使我們的技術能夠激發新的應用或對現有設計做出根本改進。

記憶體是我們的根基,是我們商業的核心競爭力。當我們展望未來時,將同時持續透過我們的核心記憶體業務和推動產品多樣化及技術來驅動創新與擴展新市場,以鞏固過去取得的成就。


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