AI Security Analysis Engineer Graduate (TikTok Shop-Security) - 2027 Start

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: mastersSkills: ["Communication","Cross-team collaboration","Learning mindset","Problem-solving"]

Join a Singapore team responsible for security threat analysis across the non-China TikTok Shop region. You’ll apply AI to identify abnormal traffic and anomalous user behavior, build machine-traffic identification models, and perform traceability and incident response using system logs, traffic data, and intelligence data. Collaborate with business partners, engineers, and blue team members to produce standardized incident analysis reports and optimization recommendations.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
TikTok
TikTok
14 hours ago

AI Security Analysis Engineer Graduate (TikTok Shop-Security) - 2027 Start

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 14 hours agoStatus: Live

Job Summary

Join a Singapore team responsible for security threat analysis across the non-China TikTok Shop region. You’ll apply AI to identify abnormal traffic and anomalous user behavior, build machine-traffic identification models, and perform traceability and incident response using system logs, traffic data, and intelligence data. Collaborate with business partners, engineers, and blue team members to produce standardized incident analysis reports and optimization recommendations.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Adopt AI technologies to identify abnormal traffic, detect anomalous user behavior patterns, and enable intelligent attack traceability for complex security incidents.
  • •Build machine traffic identification models using machine learning to identify crawler traffic and implement disposal and interception strategies.
  • •Conduct traceability analysis for e-commerce security incident cases using system logs, traffic data, and intelligence data, summarizing attack methods and threat characteristics.
  • •Perform incident response and traceability analysis for traffic security incidents, mapping attack paths and defense vulnerabilities.
  • •Produce standardized incident analysis reports and provide optimization suggestions for the e-commerce security field.

Key Requirements

  • •Undergraduate or postgraduate currently pursuing a degree or master’s in Computer Science, Computer Engineering, or a related technical discipline, and available to start full-time by the end of the year.
  • •Deep understanding of machine learning fundamentals and anomaly detection, including graph neural networks, temporal modeling, and cluster analysis.
  • •Good data analysis skills with experience in security log analysis/mining and strategy development.
  • •Coding experience with general-purpose development tools such as Python, Spark, and SQL.
  • •Solid foundation in computer science and network security, including understanding common cyber attacks and defense countermeasures.
Experience:E-commerceCybersecurity
Education:Master's in Computer Science or Computer Engineering
Skills:CommunicationCross-team collaborationLearning mindsetProblem-solving
Tech Stack:AI technologiesMachine learningAnomaly detectionGraph neural networksTemporal modelingCluster analysisSecurity log analysisPythonSparkSQLNetwork security

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn