Data Scientist - Data Acquisition

TikTok

4.5

(6)

Singapore

Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.
  • #7499027013367531784

    Position summary

    and task allocation. You will be at the center of a cross-functional initiative to improve how data signals are captured, transformed, and used to guide critical assignments within a scaled delivery framework.
    This role requires fluency in building data-driven allocation systems, deep comfort with experimentation and analysis, and the ability to translate real-world challenges into technical solutions using machine learning and statistical modeling.

    Job Description

    1. Optimisation Modelling: Design and develop data-driven models and frameworks that support intelligent assignment, prioritization, and resource utilization across operational workflows.
    2. Feature Engineering: Build and maintain pipelines that transform raw signals such as behavioral data, labelling task attributes, and performance metrics into structured features for decision-making.
    3. Project Planning and Execution: Develop and manage project plans, timelines, and budgets for data science initiatives.
    4. Stakeholder Management: Communicate project progress, challenges, and results to stakeholders and senior management.

    Qualifications

    Minimum Qualifications

    1. At least 5 years of experience applying machine learning, statistical modeling, or optimization to operational or business challenges.
    2. Strong skills in data wrangling, feature development, and exploratory analysis.
    3. Proficient in Python and SQL; experience working with large-scale or distributed data systems.
    4. Track record of owning end-to-end data projects, from requirements gathering to implementation.

    Preferred Qualifications

    1. Background in decision science, resource allocation models, or workflow optimization.
    2. Experience working within structured operational environments such as service delivery, content review, or quality control systems.
    3. Understanding of experimentation infrastructure, including A/B testing and metric design.
    4. Ability to communicate technical insights clearly to both technical and business audiences.

    Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.