Senior Data Scientist, Global Data Analytics for Internal Audit Function - AMS

TikTok
New York
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Stakeholder management","Data storytelling","Communication","Collaboration","Knowledge sharing"]

Build data products that power continuous auditing by translating internal audit objectives, risk hypotheses, and control designs into scalable analytical tests, metrics, and models. Partner with audit teams across e-commerce, ads, trust & safety, payments, infrastructure, and security to define KRIs, detect anomalies and emerging risks, and create audit-ready warehouses, ETL pipelines, dashboards, and reusable analytics frameworks. Enable self-service analytics for auditors through standardized datasets, documentation, and training.

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FursaFursa
TikTok
TikTok
1 month ago

Senior Data Scientist, Global Data Analytics for Internal Audit Function - AMS

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Job Summary

Build data products that power continuous auditing by translating internal audit objectives, risk hypotheses, and control designs into scalable analytical tests, metrics, and models. Partner with audit teams across e-commerce, ads, trust & safety, payments, infrastructure, and security to define KRIs, detect anomalies and emerging risks, and create audit-ready warehouses, ETL pipelines, dashboards, and reusable analytics frameworks. Enable self-service analytics for auditors through standardized datasets, documentation, and training.
Location: New York
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Partner with Internal Audit teams to design data-driven testing strategies across multiple business domains.
  • •Translate audit objectives, risk hypotheses, and control designs into scalable tests, metrics, and models.
  • •Support audit engagements by understanding end-to-end workflows, conducting stakeholder interviews/system walkthroughs, and developing analytical logic and completeness/accuracy/integrity testing.
  • •Define and monitor KRIs and risk-aligned metrics; analyze user behavior, monetization, content/transaction lifecycles, and system events to detect anomalies and risk signals.
  • •Design and maintain audit-ready data warehouses/data marts, implement data quality/reconciliation monitoring, and build ETL pipelines, analytics frameworks, and dashboards for continuous auditing and control effectiveness monitoring.

Key Requirements

  • •5+ years of hands-on experience in data analytics, data science, analytics engineering, or data engineering.
  • •Strong proficiency in SQL and at least one mainstream programming language (Python or R).
  • •Experience building and maintaining data products for areas such as product analytics, business/marketing analytics, or risk/compliance/continuous audit analytics.
  • •Solid understanding of ETL, data integration, and large-scale data processing with cloud data infrastructure (AWS, GCP, Azure, Snowflake).
  • •Experience implementing data quality checks, reconciliations, or data observability solutions; able to translate ambiguous risk questions into structured analytical approaches.
Experience:5+ years
Education:Bachelor's
Skills:Stakeholder managementData storytellingCommunicationCollaborationKnowledge sharing
Tech Stack:SQLPythonRETLAWSGCPAzureSnowflakeHadoopFlinkMapReduceData warehousingDimensional modelingMachine learningAIAnomaly detectionDashboards

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