R0006036: Sr. Machine Learning Engineer (VicOne_ Automotive Security)

Job updated 3 months ago

Job Description

With the advent of the 5G era, the cloud based V2X brings exciting new possibilities. An electric vehicle is not only a computer with four wheels, but also a mobile data center! Between 2018 and 2022, 125 million cars with embedded connected functions will be sold globally, and hundreds of millions of “connected cars” will join the ecosystem, bringing new challenges and security breaches. It is estimated that by 2030, there will be 700 million connected cars globally and 90 million self-driving cars!

Under the waves of the electric vehicles trend, all electric vehicle component suppliers who want to sell products will have to obtain cyber security-related certifications. VicOne (a subsidiary of Trend Micro) aims to assist those who want to enter the electric vehicle industry to obtain cybersecurity certification standards. To embrace the new business opportunities, we are hiring all passionate "YOU" to join and be inspired to go onto a new journey while exploring Electric Vehicle Security Market in-depth!

We are currently seeking an experienced Machine Learning Engineer with a strong background in both fundamental ML and state-of-the-art Large Language Model (LLM), we aim to empower the security mechanisms of Electric Vehicles (EV), you will have the distinctive opportunity to pioneer and deploy cutting-edge AI technologies, thereby transforming the automotive industry landscape!

Responsibilities:
- Develop, refine and optimize machine learning (ML) models for various applications across business.
- Collaborate with cross-functional teams including software engineers, data scientists, and domain experts to understand requirements and translate them into scalable machine learning solutions.
- Collect, preprocess, and analyze large volumes of automotive data from various sources, such as Vehicle Signals, GPS, and CAN bus.
- Evaluate and validate the performance of machine learning models using appropriate metrics and statistical methods.

Requirements

Skills and Qualifications:
- Bachelor's or master's degree in Computer Science, Electrical Engineering, or a related STEM field. A Ph.D. is a plus.
- Solid understanding of machine learning algorithms and deep learning architecture like Transformer and related models (such as GPT-3 or similar models)
- Skilled in programming languages such as Python, C++, or Java, with hands-on experience in well-known machine learning frameworks and libraries, like TensorFlow, PyTorch, scikit-learn, LangChain, and PySpark.
- Experience working on machine learning projects in the automotive industry, preferably in areas such as autonomous vehicles, driver assistance systems, predictive maintenance, or intelligent transportation systems.
- Strong knowledge of data preprocessing techniques, feature engineering, and model optimization.
- Familiar with automotive data formats (e.g., CAN bus data, sensor data, GPS data) and tools for data collection and analysis.
- Excellent problem-solving and analytical skills, with the ability to translate complex requirements into practical machine learning solutions.

1
No requirement for relevant working experience
40,000+ TWD / month
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About us

你認識趨勢科技嗎?你認識的趨勢科技是什麼樣貌?趨勢科技有什麼過人之處,讓 FBI 自動找上門?讓世界最大跨國警察組織-國際刑警組織 (Interpol) 搶著跟它合作?讓全球 50 大企業中的 45 家企業都成為它的忠實客戶?還讓國內外知名大學拿它當課堂研究案例?現在就來探索你所不知道的趨勢科技!

【 全球安全連結世界的資安領航者 】

趨勢科技是網路資安解決方案全球領導廠商,協助世界創造一個安全的資訊交換環境。我們專為消費者、企業及政府機構設計的創新解決方案,是保護護消費者、企業及政府機構安全連結世界的最佳夥伴。市佔率在全球雲端安全、全球虛擬化安全與伺服器安全皆為第一。

【 企業版圖橫跨全球五大洲 】

趨勢科技 1988 年成立於美國加州,總部位於日本東京,於 1998 年正式在日本東京證交所掛牌上市(股票代碼:4704)。自成立以來,趨勢科技以領導性的先進技術迅速在世界五大洲拓展版圖,目前全球營運據點遍及 55 個國家,共有 7,000 位員工。

【 亞洲與台灣最大的純軟體公司 】

趨勢科技在亞洲共計有近 4,000 位同仁,台灣有 1,700 位同仁,擁有超過 1,000 位以上的工程師在台灣,負責研發全球超過 3 千萬名企業、家庭與個人用戶使用的最新及最完整的資訊安全核心技術及產品,是全球的研發中心,更是亞洲與台灣最大的純軟體公司。

【 致力於實現更安全的數位世界 】

  • 與世界最大跨國警察組織 (INTERPOL) 合作,歐洲刑警組織 (Europol) 以及英國國家犯罪局 (NCA) 合作,協助打擊全球網路犯罪
  • 協助 FBI 破獲史上最大的網路犯罪,與FBI共同舉辦網路威脅研討會
  • 協助日本東京都警視廳破獲網路銀行詐騙
  • Cybersecurity Tech Accord(網路資安技術協議)創始會員,聯盟致力保護所有客戶,防止不肖組織和國家發動惡意攻擊。會員包括:Cisco, Facebook, HP, Intel, Microsoft, Nokia, Oracle, Siemens等

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