Data Scientist Project Intern (Data Acquisition) - 2026 Start (BS/MS)

TikTok
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningSkills: ["Communication","Analytical thinking","Problem-solving","Self-motivation","Collaboration"]

Work on short, high-impact projects within the Data Solutions team to improve TikTok’s data labeling workflows. You’ll design matching algorithms and probabilistic models for task allocation and confidence scoring, build features from labeler performance and system logs, and validate improvements through A/B tests and simulations. You’ll also analyze platform data for operational forecasting and partner with engineering, product, and business stakeholders to plan implementation.

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FursaFursa
TikTok
TikTok
1 month ago

Data Scientist Project Intern (Data Acquisition) - 2026 Start (BS/MS)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 23 hours agoStatus: Live

Job Summary

Work on short, high-impact projects within the Data Solutions team to improve TikTok’s data labeling workflows. You’ll design matching algorithms and probabilistic models for task allocation and confidence scoring, build features from labeler performance and system logs, and validate improvements through A/B tests and simulations. You’ll also analyze platform data for operational forecasting and partner with engineering, product, and business stakeholders to plan implementation.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Design and implement matching algorithms and probabilistic models for task allocation and confidence scoring using multi-objective optimization.
  • •Build robust features for allocation decisions and confidence assessments by extracting signals from labeler performance data, task characteristics, and system logs.
  • •Design and execute A/B tests, simulations, and validation experiments to measure performance and iterate on model improvements.
  • •Conduct exploratory analysis and generate predictive models for operational forecasting to produce actionable insights for product and business decisions.
  • •Present findings and recommendations to engineering, product, and business teams to support implementation planning and decision-making.

Key Requirements

  • •Pursuing a Bachelor's or Master's degree in Computer Science, Data Science, Operations Research, Statistics, or a related field.
  • •Proficiency in Python and core data science libraries (paandas, numpy, scikit-learn), including experience with machine learning algorithms, optimization techniques, statistical modeling, and SQL for data extraction.
  • •Strong analytical and problem-solving abilities, including breaking down complex optimization problems.
  • •Excellent communication skills for presenting technical findings to diverse stakeholders.
  • •Self-motivated ability to manage multiple projects in a collaborative, fast-paced environment.
Education:
Skills:CommunicationAnalytical thinkingProblem-solvingSelf-motivationCollaboration
Tech Stack:PythonPaandasNumpyScikit-learnSQLA/B testing

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