Data Scientist (Content Security)
- Taipei City
- Permanent
- Full-time
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.連結智慧 守護世界 --- Connected Intelligence for Securing a Connected World