SR Full Stack Data Scientist

Updated about 10 hours ago

Job Description

As a senior full-stack data scientist at Micron Technology, Inc., you will report to the Smart Manufacturing and Artificial Intelligence (SMAI) 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.
 
The idea candidate will have strong motivation of growing a career as a full stack SMAI solution developer. He or She would develop the user friendly frontend application with ML/DL embedded functions. A solid programming skills, good problem solving capability and a quick learner are preferred characteristics. 

You will interact with Machine Learning Engineers, Data Engineers, and Business Areas Engineers to identify questions and issues for SMAI projects and improvement of existing tools. In this position, you will help develop software programs, algorithms and/or automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources. There will be significant opportunities to perform exploratory and new solution development activities.

Job Requirements

  • Fluency in Python and SQL
  • Ability to extract data from different databases via SQL and other query languages and applying data cleansing, outlier identification, and missing data techniques.
  • At least 2+ years of experience in building frontend applications (Angular preferred)
  • Strong hands-on knowledge on HTML5, CSS3, ES6+
  • Good understanding of OOPs concepts
  • Hands on experience on REST APIs using Express/Flask/.Net
  • Experience building interactive graphics using libraries such as Highchart and d3.js
  • Knowledge of database management and scaling
  • Basic knowledge of UI/UX and prototype designing
  • Experience in CI/CD automation is a plus (Jenkins)
  • Experience with cloud native technologies including container lifecycle and orchestration (e.g. Docker, Helm, K8S)
  • Experience in the areas: statistical modeling, feature extraction and analysis, machine learning and other advanced analytical methods is a plus but not a requirement.
  • Experience in Hadoop/Spark or cloud environment is a plus
  • Strong verbal and written communication skills.
  • Strong troubleshooting, problem analytics and debugging capabilities.

Requirements

Job Requirements

  • Fluency in Python
  • Ability to extract data from different databases via SQL and other query languages. Experience with applying data cleansing, outlier identification, and missing data techniques are a plus.
  • At least 2+ years of experience in building frontend applications (Angular preferred)
  • Strong hands-on knowledge on HTML5, CSS3, ES6+
  • Good understanding of OOPs concepts
  • Hands on experience on REST APIs using Express/Flask/.Net
  • Experience building interactive graphics using libraries such as Highchart and d3.js
  • Knowledge of database management and scaling
  • Basic knowledge of UI/UX and prototype designing
  • Experience in CI/CD automation is a plus (Jenkins)
  • Experience with cloud native technologies including container lifecycle and orchestration (e.g. Docker, Helm, K8S)
  • Knowledges in the areas: statistical modeling, feature extraction and analysis, machine learning and other advanced analytical methods is a plus but not a requirement.
  • Knowledges in Hadoop/Spark or cloud environment is a plus
  • Strong verbal and written communication skills.
  • Strong troubleshooting, problem analytics and debugging capabilities.
2
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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