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趨勢科技 - 全球雲端資安領航者 / 全亞洲最大軟體公司 / 企業版圖橫跨五大洲 / 趨勢全球研發基地在台灣
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Overview
At Trend Micro, we are on a mission to make the world safer for exchanging digital information.
Join us to tackle the challenges of threats using AI and machine learning.
You will work with large-scale data, deliver AI solutions, and collaborate with threat experts to enhance cybersecurity for millions of users.
What You’ll Do
- Design, develop, and deploy scalable data processing pipelines to support AI-driven threat detection and cybersecurity solutions.
- Work with petabyte-scale datasets from diverse sources, applying advanced statistical analysis, data mining, and machine learning techniques.
- Build and optimize machine learning models to detect and mitigate emerging threats in real time.
- Collaborate closely with threat researchers, security analysts, and product teams to translate complex security patterns into deployable AI solutions.
Qualification/Requirement
- Minimum 4 years of professional experience as a Data Scientist or in a related analytical role.
- Proficient in Python and PySpark for large-scale data processing and analysis.
- Familiarity with cloud-based big data platforms (e.g., AWS EMR, Google Cloud Dataproc, Azure Databricks).
- Strong hands-on experience in designing, building, and deploying machine learning models and pipelines.
- Solid computer science fundamentals, including a deep understanding of algorithms, data structures, data modeling, and system programming.
- Broad knowledge of statistics, data mining, machine learning, and artificial intelligence algorithms.
- Demonstrated ability to work independently to solve complex problems
- Excellent communication skills and the ability to translate complex technical concepts into actionable business insights.
Nice to Have
- Experience or understanding of email threat detection, email security, or related cybersecurity domains.
- Previous publications or presentations in top-tier machine learning conferences or journals, such as:
- NeurIPS (Conference on Neural Information Processing Systems)
- ICML (International Conference on Machine Learning)
- KDD (ACM SIGKDD Conference on Knowledge Discovery and Data Mining)
- AAAI (Association for the Advancement of Artificial Intelligence)
- CVPR (Conference on Computer Vision and Pattern Recognition)
- Experience with MLOps tools and frameworks (e.g., MLflow, Kubeflow, Airflow).
- Proficiency in SQL and experience with relational and NoSQL databases.
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連結智慧 守護世界 --- Connected Intelligence for Securing a Connected World
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