Traffic Security Analytics Specialist - TikTok Shop

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Analytics & Business IntelligenceExperience: 2+ yearsEducation: bachelorsSkills: ["Analytical thinking","Risk assessment"]

Analyze and govern traffic security risks for TikTok Shop by detecting crawlers and malicious traffic, investigating abnormal account/device/IP behavior, and identifying suspicious trends from logs, network, device, and behavioral data. Help design and optimize anti-crawling and anti-abuse strategies across key e-commerce scenarios. Partner with engineering, algorithm, and business teams to improve prevention against AI-driven automation, proxy networks, and black-market fraud.

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FursaFursa
TikTok
TikTok
1 month ago

Traffic Security Analytics Specialist - TikTok Shop

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Source: Company careers pageValidated by: Fursa AI
Last checked: 19 hours agoStatus: Live

Job Summary

Analyze and govern traffic security risks for TikTok Shop by detecting crawlers and malicious traffic, investigating abnormal account/device/IP behavior, and identifying suspicious trends from logs, network, device, and behavioral data. Help design and optimize anti-crawling and anti-abuse strategies across key e-commerce scenarios. Partner with engineering, algorithm, and business teams to improve prevention against AI-driven automation, proxy networks, and black-market fraud.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Analytics & Business Intelligence
Seniority: Mid level

Key Responsibilities

  • •Perform traffic security analysis and risk operations, including crawler detection, malicious traffic identification, and abnormal account/device/IP behavior analysis.
  • •Analyze abnormal traffic patterns from logs, network, device, and behavioral data to identify suspicious activities and emerging risks.
  • •Design and optimize anti-crawling and anti-abuse strategies across key e-commerce scenarios.
  • •Collaborate with engineering, algorithm, and business teams to enhance traffic security and risk control capabilities.
  • •Monitor emerging fraud trends (e.g., AI-driven automation, proxy networks, black-market abuse) and improve prevention strategies.

Key Requirements

  • •Bachelor's degree or above in Computer Science, Information Security, Data Analytics, Mathematics, Statistics, or a related field.
  • •2+ years of experience in traffic security analysis, risk control, anti-fraud, anti-crawling, or data analytics.
  • •Proficiency in SQL with strong log analysis and anomaly investigation skills.
  • •Familiarity with big data platforms such as Hive, Spark, or ClickHouse.
  • •Understanding of HTTP/HTTPS and traffic risk scenarios such as crawler traffic, bulk registration, fake orders/traffic inflation, proxy/IP pools, emulators, and device farms.
Experience:2+ years
Education:Bachelor's
Skills:Analytical thinkingRisk assessment
Tech Stack:SQLHiveSparkClickHouseHTTPHTTPSTLS

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