AI Data Strategy & Delivery Lead — Safety Ops

TikTok; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

TikTok in Singapore is seeking an experienced Data Service & Operations professional to lead end-to-end data production strategies for content safety model training and evaluation. You will align business goals with data requirements across algorithm, product, and operations teams.

You will optimize processes, design scalable data solutions, manage cross-functional collaboration, monitor quality and delivery, and drive continuous improvement through dashboards and retrospectives.

Qualifications

• Bachelor's degree with 5+ years of relevant work experience in data/AI projects.
• Strong analytical and problem-decomposition skills with ability to translate business needs into data solutions.
• Proven experience in full-cycle project management and process design/standardization.
• In-depth knowledge of ML data production pipelines: data collection/annotation → model training → model evaluation.
• Proficient with SQL and Excel for analysis, retrospectives, and reporting.
• Excellent cross-functional communication and project leadership skills with strong documentation.
• Highly self-driven with ownership mindset in fast-paced environments.

Responsibilities

• Responsible for end-to-end project delivery management for data safety model training and evaluation data.
• Understand business goals and data requirements; lead data production strategies and scalable solutions.
• Establish and optimize standardized processes, guidelines, and quality systems for data production.
• Coordinate with cross-functional teams to manage timelines, blockers, and risks.
• Build quality assessment and retrospective mechanisms; drive continuous improvement through data monitoring and root-cause analysis.

Skills

Project management

SQL

Data analysis

Cross-functional leadership

Problem solving

Documentation

Ownership mindset

Education

Bachelor's degree in CS/Data Science

Tools

Python

R

Job description

TikTok in Singapore is seeking an experienced Data Service & Operations professional to lead end-to-end data production strategies for content safety model training and evaluation. You will align business goals with data requirements across algorithm, product, and operations teams.

You will optimize processes, design scalable data solutions, manage cross-functional collaboration, monitor quality and delivery, and drive continuous improvement through dashboards and retrospectives.