热门公司

TikTok
TikTok

Leading short-form video platform

Analysis & Insights Global Lead - AI Data Service and Operations

职能机器学习
级别资深
地点Singapore
方式现场办公
类型全职
发布3个月前
立即申请

福利待遇

Learning Budget

Remote Work

医疗保险

育儿假

股权

必备技能

TensorFlow

SQL

Airflow

About the Team

The Business Insights and Optimisation (BIO) team is part of our AI Data Service and Operations (ADSO) team that provides safety and non-safety data annotation services, search operation services, and customer services for Byte Dance's international products, helping them to build their own data ecological security.

About the Role

As the Analysis & Insights Global Lead, you will lead the Analysis & Insights team globally, manage/mentor/lead analysts to all kinds of annotation and labeling projects in Tik Tok.

Responsibilities

Metrics Governance and Lifecycle Management:

  • Define and maintain a clear governance framework for all key metrics - including ownership, definitions, usage, and change management processes.
  • Drive the review and alignment of metric targets, providing objective views and recommendations.
  • Ensure metric consistency across teams and systems, minimizing conflicting interpretations and enabling coherent performance tracking across the organization.

Data Integrity and Quality Assurance:

  • Champion data accuracy, completeness, and consistency across all operational and performance metrics.
  • Implement data validation checks and governance mechanisms to uphold data quality, ensuring trustworthy insights for decision-makers.

Operational Analytics & Systematic Insights:

  • Lead in-depth and systematic analysis of operations and business performance, producing high-quality insights that inform strategic and tactical decisions.
  • Deliver structured reporting and actionable recommendations tailored to different audiences.

Build Scalable Analytics Infrastructure:

  • Design and/or collaborate to develop strong foundational infrastructure and dashboards to support diverse and evolving business use cases.
  • Ensure infrastructure enables fast and reliable generation of insights and reports at scale.

Standardization Across Lines of Business:

  • Drive the unification and standardization of metrics, reporting practices, and performance scorecards across different Lines of Business (Lo Bs).

Performance Measurement and Evaluation:

  • Deliver comprehensive scorecards and evaluation frameworks to track individual, team, and organizational performance.

Stakeholder Engagement & Enablement:

  • Collaborate cross-functionally to promote data literacy and ensure stakeholders can interpret and act on analytical outputs effectively.
  • Serve as a strategic advisor, guiding leaders in the effective use of insights to drive performance.

Qualifications

Minimum Qualifications

  • Experience: Minimum 5 years of experience in Data Science, Statistics, Business Analytics, Economics or related quantitative fields, within complex, data-driven environments.
  • Leadership & People Management: Minimum 3 years of people management experience with proven experience in coaching, mentoring, and developing analytics professionals. Demonstrated ability to inspire, motivate, and align cross-functional teams around common goals and strategic priorities.
  • Analytical & Strategic Thinking: Proven expertise in translating complex data into actionable business strategies and communicating them effectively at all organizational levels along with the ability to drive a culture of continuous improvement, innovation, and accountability within the team.
  • Technical & Operational Skills: Proficient in SQL, data visualization, and other data analysis tools along with the experience of overseeing the implementation of data governance and metric standardization across teams or business units.
  • Project & Resource Management: Proven experience in prioritizing, resourcing, and delivering multiple analytics projects in a fast-paced environment and the ability to build scalable analytics infrastructure and processes that support rapid reporting and diverse business use cases.
  • Business Acumen & Communication: Deep understanding of operational workflows, business processes, and industry dynamics relevant to the function along with exceptional communication skills with the ability to simplify complex analyses and build consensus across stakeholders.

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关于TikTok

TikTok

TikTok

Late Stage

While TikTok remains accessible to civilians in most countries and regions, a minority — including India, Iran, China, and Afghanistan — have imposed nationwide bans. In the United States, legislation providing for a full ban was enacted but not implemented because of a restructure of U.S.

10,001+

员工数

Los Angeles

总部位置

$220B

企业估值

评价

10条评价

3.8

10条评价

工作生活平衡

2.8

薪酬

4.0

企业文化

4.2

职业发展

3.5

管理层

2.5

72%

推荐率

优点

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

缺点

Poor work-life balance and long hours

High stress and overwhelming workload

Management and leadership issues

薪资范围

58个数据点

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · ANTI-FRAUD DATA ANALYST - USDS

1份报告

$143,750

年薪总额

基本工资

$125,000

股票

-

奖金

-

$143,750

$143,750

面试评价

2条评价

难度

4.0

/ 5

时长

21-35周

体验

正面 0%

中性 0%

负面 100%

面试流程

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Behavioral Interview

5

Final Round

6

Offer

常见问题

Coding/Algorithm

Behavioral/STAR

Technical Knowledge

Culture Fit