SR Machine Learning Engineer

Updated about 1 month ago

Job Description

The Smart Manufacturing and AI team at Micron Technology is looking for an ambitious Machine Learning Engineer. Are you curious, high velocity and ready to solve complex problems? Do you dream in SQL and machine learning models? If so, we want you to join us! Our mission is to enable to deliver industry winning machine learning solutions to power Micron’s dominance in the highly competitive memory solutions market. Qualified applicants will have experience in a variety of data and cloud technologies and have extensive practice modeling data, querying, and deploying scalable data pipelines to execute machine learning models. You will collaborate with Data Scientists, ML Engineers, Data engineers and expert users to build and deploy scalable AI/ML solutions that drive value and insight from Micron’s manufacturing processes and systems.

Responsibilities include, but not limited to:

  • Build and maintain data/solution pipelines that feed machine learning models
  • Work in a technical team through development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics using machine learning and artificial intelligence
  • Design and optimize data structures in data management systems (Hadoop, Snowflake, and Cloud platforms) to enable AI/ML solutions.
  • Build custom software components and analytics applications
  • Create/Maintain CI/CD pipelines of machine learning solutions in the cloud

Requirements

Education Qualifications:

  • Technical Degree required. Computer Science or Statistics background highly desired.

Minimum Qualifications:

  • Experience in building and executing end-to-end ML systems automating training, testing and deploying Machine Learning models
  • Familiarity with machine learning frameworks (TensorFlow, PyTorch, scikit-learn, etc.)
  • Familiarity with software architecture (data structures, data schemas, etc.).
  • Software development skills and the desire to work on cutting edge development in a Cloud environment
  • Strong scripting and programming skills in one of the following, Python or Java
  • Experience with continuous integration/continuous delivery (CI/CD) tools (Jenkins, Git, Docker, Kubernetes)
  • Experience developing Machine Learning or A.I. solutions with either Python, AWS, AZURE, GCP
  • 3+ years building scalable ETL pipelines
  • 3+ years of experience with big data processing and/or developing applications and data sources
  • 3+ years of strong working knowledge of databases (Oracle, MSSQL, Snowflake, or BigQuery)
  • Outstanding analytical thinking, interpersonal, oral and written communication skills
  • Proficiency in the Microsoft Office suite
  • Ability to prioritize and meet critical project timelines in a fast-paced environment
  • Self-motivated and team oriented

Preferred:

  • Deep knowledge of math, probability, statistics and algorithms Demonstrated ability to study and transform data science prototypes into production solutions
  • Knowledge of computer vision and/or signal processing including techniques for classification and feature extraction

5
3 years of experience required
1.2M ~ 1.8M TWD / year
Optional Remote Work
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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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