AI Data Platform Product Manager

TikTok; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

TikTok is seeking a Data Product Manager to own and evolve the data infrastructure layer of our AI data annotation platform. You will bridge product management with data engineering, defining vision for pipelines, data quality, and RBAC governance, while staying hands-on with schemas, orchestration, and quality checks.

You will translate labeling requirements into data pipeline specs, work with data engineers on ETL/ELT workflows, and shape features aligned with business goals and scalability

Qualifications

• 3+ years in data engineering or data platform, with at least 1 year in product management/ownership.
• Proficient in SQL (Hive/Spark SQL); Python for data processing/automation.
• Hands-on with data pipeline tools and ETL/ELT design patterns.
• Experience with data governance: RBAC, data quality monitoring, SLA management, data lineage.
• Strong understanding of data warehousing, dimensional modeling, and big data architecture.

Responsibilities

• Own the product strategy and roadmap for data infrastructure — ingestion, transformation, quality assurance, delivery pipelines, and metric governance.
• Define data asset standards: unified metric dictionaries, pipeline templates, data quality SLAs.
• Design and drive RBAC for all data assets ensuring security across teams.
• Translate business labeling requirements into data pipeline specs; collaborate with data engineers on ETL/ELT workflows.
• Define and prioritize data product features based on business goals and scalability needs.
• Model data schemas and standardize ingestion formats (CSV, SQL-Hive, JSON, API).
• Monitor pipeline reliability, throughput, and SLA adherence; drive root-cause analysis.
• Partner with Engineering/Ops/QA/Platform PM to ensure data readiness for feature modules.

Skills

PRD writing

Analytical thinking

Cross-functional influence

Agile delivery

Education

Bachelor's / Master's in CS / Data Engineering / IS

Tools

Airflow

Spark

Flink

Job description

TikTok is seeking a Data Product Manager to own and evolve the data infrastructure layer of our AI data annotation platform. You will bridge product management with data engineering, defining vision for pipelines, data quality, and RBAC governance, while staying hands-on with schemas, orchestration, and quality checks.

You will translate labeling requirements into data pipeline specs, work with data engineers on ETL/ELT workflows, and shape features aligned with business goals and scalability