Responsibilities
- Responsibility: Develop a new Trend Micro’s APT solution, leveraging machine learning algorithms to provide world class threat prevention product.
- Opportunity: Compute and analyze the REAL big data.
- You can see how values are created through the magic.
- Attend international conference; make friends with the masters and geeks.
- Present your work/discovering/sharing to the world’s best engineers on the global stage.
Essential Requirements
- Bachelor/master degree in computer science related field or equivalent experience, advanced degree is a plus
- Experience in AWS / Azure development.
- Proficient in Java. Able to debug, trace, and troubleshoot a large software project.
- 2+ years’ Unix-liked (Linux or FreeBSD) system administration and programming experience, able to automate tasks with shell scripts (bash).
- 2+ years’ networking or web programming experience, web service build-up from database, middleware, to application presentation.
Desirable Pluses
- Knowledge in distributed or parallel computing, such as Hadoop, Spark and MapReduce.
- Knowledge in networking protocols, such as generic TCP/IP, SMTP and HTTP.
- Knowledge in data mining or machine learning. Yes, we have BIG data for you.
- Knowledge in RDBMS system or NoSQL solution, such as MySQL, PostgreSQL or DynamoDB.
- Threat security knowledge, including virus, malware, vulnerability, and web threat.
- Experience with CI/CD.
- Experience with agile software development practice, such as Scrum.
Personality
- Fast learner. Capability for independent working and problem solving.
- Aggressive working attitude and willing to take challenge.
- Excellent oral and written communications skills.
技能標籤： data mining, java, machine learning
Support Vector Machine, Deep Learning.
Experience with handling and analysis of large-scale knowledge extraction, pattern recognition, text mining, graph analysis.
Experience with very large dataset collection/processing/analysis under customer’s environment and able to provide predictive capability of potential future threats.
第一次面試和 3 個 RD 主管談，屬於核心研發團隊,除了之前舊有的 Security 研究，另一個就是 Web 研發
第二次面試和 RD 主管、PM Leader、HR，主要是自己做的研究以及期望薪資，很喜歡趨勢的研究環境，有自己核心的研發，但也不會和產品脫節。
跟兩個主管談，趨勢說要發展一個整合的系統，覺得研究的方向不錯。
用 Python 考 3 題 codility，約莫兩個多小時，覺得比較偏實作，沒有複雜的演算。
網路上刷的 codility 比較偏複雜的演算法，但趨勢的 codility 則陷阱題偏多。
一面約莫 2 個小時，跟三個部門談，專注在技術的問題：如論文內容和現職工作內容。
二面跟部門大主管面談約 1.5 小時，問很細節的技術性問題、project 如何合作，印象最深刻的等等；問我可以將技術應用在哪些地方？為何要選擇這份工作？
SPN 大主管面試，約莫 1 個多小時，自我介紹後就都在講 project 的技術層面。
覺得 codility 寫得很順，三題在兩個半小時內都有寫完。
面試時和一個研發部門的主管以及人資聊了一個多小時，主管都問 project 技術性問題，或者是之前的工作內容，以及介紹一下部門的分工情形及公司產品，他說主要是在 data center 裡需要 Machine Learning 的人才；人資則會問有沒有其他 offer 或者對公司的興趣程度等等。
面試過程聊起來感覺滿開心的，最後也順利拿到 offer 囉~
前測給 3 題，限 2 個半小時內寫完。考試內容偏應用，比演算法相對容易。
面試時間大概是一個半小時，先跟用人主管一對一面談。主管問了一些技術方面的問題，和以前做過的專案內容；HR 最後會問對趨勢有興趣的地方是什麼。
趨勢的 Codility 陷阱題偏多！
第一次面試總共面了快兩小時，只有問到專業技術的問題，包括碩士論文寫過的東西和現在的工作內容。
第二次面試大概一個半小時，和 Yamato 大主管面，問技術性問題和工作流程等很細節的東西，也有問到未來可以為公司做什麼樣的貢獻。這次面試主要被問到很多關於之前 project 如何合作、印象最深刻的事情等等，最後才會跟 HR 談到薪資的部分，Offer get！