Description
你對於使用機器學習及人工智慧技術十分有熱忱嗎?
你對於機器學習能如何用來解決資訊安全相關的問題十分好奇嗎?
你對於運用時下最熱門的技術，ex. Deep Learning 十分感興趣，甚至有經驗嗎?
我們正尋找擁有這樣特質的你……加入趨勢科技 Core Tech Machine Learning/AI team!
在這個團隊，你可以~
- 運用各種最新的技術，提出最有創意的想法來開發解決方案
- 與 AI 團隊中其他頂尖好手共同合作運用機器學習來解決各式各樣資安問題
- 參與趨勢核心 threat projects， 提升資安相關的技術和問題處理流程，增加技術的廣度
Responsibilities
We are looking for a talented, machine learning expert:
- A hands-on Machine Learning Engineer with strong experience in Machine Learning, especially in Deep Learning, NLP…
- Possess strong statistical modeling skills, being able to develop algorithms and to translate algorithms into code, completes programming, implements efficiencies, performs testing, and debugging.
- Will interact with threat experts to define requirements and/or necessary modifications.
- Be able to apply knowledge of experimental methodologies, statistics, optimization, probability theory and machine learning using code for tool building, statistical analysis and modeling using both general purpose software languages (e.g., C++, C#, Java, Python) and statistical languages (e.g., R).
- Will work with large-scale computing frameworks, data analysis systems and modeling environments (e.g., Spark, Hadoop).
- Will research on innovative machine learning technique that could solve real-world challenging problems.
Essential Requirements
- A master’s degree in Computer Science, Computational Linguistics, Physics, Mathematics or related field.
- Have 3+ years experience with applying predictive modeling using sophisticated algorithms such as Support Vector Machine, Deep Learning, NLP…on resolving real-world problems.
- Proficient in C++, Java, and/or Python.
- Experience with some or all of the following: REST APIs, SQL, Amazon Web Services, Hadoop, Linux is a plus.
- Ability to effectively communicate complex ideas to other members of the team.
- Nice to have: Threat security knowledge, including malware, spam, vulnerability, and web threat.
Proficient in Java, C++, or both.
2+ years Unix-liked (Linux or FreeBSD) system admin, networking or web programming experience.
Familiar with open source projects.
Develop an new Trend Micro’s APT solution, leveraging machine learning algorithms to provide world class threat preventation product.
面試時間約一個小時，主要是在聊履歷和 Backend 一些很 common 的技術問題，也有介紹一下以前做過的 Projects。
面試的主管後來會介紹一下職務內容，他們的 team 比較偏 Hadoop/Platform，目前要開始新的 Project，會需要使用 Apache Storm。