Data Scientist

2 weeks ago

Singapur, Singapore TikTok Full time

Overview

Data Scientist (Resource Allocation/Capacity Planning) – Data Cycling Centre, TikTok. We are seeking a Data Scientist to develop and implement advanced analytical models to optimize resource utilization, forecast demand, and enhance operational efficiency. This role requires a blend of statistical expertise, machine learning proficiency, and business acumen to drive impactful decisions.

Responsibilities
  • Optimisation Modelling: Design and develop data-driven models and frameworks that support intelligent assignment, prioritization, and resource utilization across operational workflows.
  • Forecasting: Build and refine demand forecasting models to support workforce planning, inventory management, and operational scaling.
  • Optimization: Design algorithms to optimize resource allocation, balancing cost, efficiency, and service quality.
  • Feature Engineering: Build and maintain pipelines that transform raw signals such as behavioral data, labeling task attributes, and performance metrics into structured features for decision-making.
  • Continuous Improvement: Monitor model performance, iterate on solutions, and incorporate feedback to enhance accuracy and impact.
  • Project Planning and Execution: Develop and manage project plans, timelines, and budgets for data science initiatives.
  • Stakeholder Management: Communicate project progress, challenges, and results to stakeholders and senior management.
Qualifications
  • Minimum Qualifications: Bachelors degree in Data Science, Statistics, Computer Science, Operations Research, or a related field.
  • At least 1 year of experience applying machine learning, statistical modeling, or optimization to operational or business challenges, with a proven track record of building and deploying predictive models in a business environment.
  • Experience in resource allocation, capacity planning, or operations research.
  • Proficient in Python and SQL; experience with large-scale or distributed data systems.
  • Track record of owning end-to-end data projects, from requirements gathering to implementation.
  • Excellent communication skills with the ability to convey technical insights to both technical and business audiences.
  • Preferred Qualifications: Experience in structured operational environments (e.g., service delivery, content review, or quality control systems).
  • Understanding of experimentation infrastructure, including A/B testing and metric design.
About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. Our global offices include Los Angeles, Singapore, New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

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