【ML】Machine Learning Engineer / 機器學習工程師

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Job updated over 1 year ago

Job Description

【Job Description】
• Perform feature engineering, building and optimizing classifiers using machine learning techniques.
• Data mining using state-of-the-art methods.
• Design and implement software systems and tools for internal process automation based on data mining and machine learning techniques.
• Design, implement, and operate data analytics platforms for business intelligence analysis.
• Provide data insights and develop data intelligence solutions/reports for business decisions.
• Work with other teams to assist with data-related technical issues and support their data infrastructure needs.
• Evaluate and identify the use of new or existing software products and technologies.
• Perform other duties as necessary.


Requirements

【MUST TO HAVE】
• Good experience with statistics skills, such as regression and classification.
• Familiar with machine learning algorithms and techniques, such as k-NN, Naive Bayes, and SVM.
• Familiar with deep learning algorithms and techniques, such as CNN, RNN, and LSTM.
• Experience in reinforcement learning, time series, and generative models.
• Good experience with data science toolkits, such as R, Python, Scikit-learn, Keras, and TensorFlow.
• Good knowledge of SQL databases and database query languages.
• Good experience with data cleaning, visualization, and reporting.

【NICE TO HAVE】
• Good skills in scripting and programming will be appreciated.
• Experience with processing large, multi-dimensional datasets is a plus.
• Experience with NoSQL is a plus.

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2
57,750 ~ 149,100 TWD / month
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About us

★ 【2022年HR Asia公佈獲選《亞洲最佳企業雇主獎 - Best Companies to Work in Asia Awards》殊榮】
  2022 HR Asia連結:https://hr.asia/awards/taiwan-2022/
★ 【2022年榮獲《1111幸福企業 - 金獎》殊榮】
  2022 幸福企業金獎連結:https://reurl.cc/qZLn7D
★ 企業社會責任:參與GOLF學用接軌聯盟,協助在學生提前與產業接軌、強化職場即戰力。

ONElab(瑞嘉軟體)為英國知名線上軟體設計集團ONEworks集團旗下在台之研發中心,集團在亞歐兩洲各設有多家子公司或研發中心,員工達數千人;集團營業獲利與成長甚佳,在全球同業中已是備受矚目的燦爛之星。2010年於台灣成立以來,我們於短時間內快速從無至有,成長至今已有近200位夥伴攜手前進。公司座落於台北內湖科技園區內,近年我們更將版圖擴張至新竹、台中等地,延攬各地研發人才,為公司的未來發展提供更強大的原動力。

ONElab提供尖端的軟體開發及維運能力,並憑藉著專業客制化服務,成功的透過授權將ONElab平台快速推廣至亞洲及全球,公司客戶均來自歐、美、亞等經營線上遊戲重量級企業或跨國集團,並針對客戶需求以客製化方式設計研發,目前尚未接受台灣客戶需求下單。

ONElab深信員工不僅是公司資產,更是重要的夥伴,我們希望彼此的相處如同家人一般,我們聆聽尊重每一種聲音,同時打造方便交流及互動的開放空間,讓溝通更加輕鬆、自在,進而在其中取得共識與認同。因此採規畫性彈性上班制,工作環境比照歐美同業等級,福利甚佳,以『好奇心、勇氣、客戶滿意、誠信、團隊合作』為公司核心價值,並以提升夥伴幸福指數為管理目標,竭誠歡迎各路高手加入,共創更美好的未來!



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