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TikTok
TikTok

Leading short-form video platform

Analysis & Insights Global Lead - AI Data Service and Operations

직무머신러닝
경력시니어급
위치Singapore
근무오피스 출근
고용정규직
게시3개월 전
지원하기

복지 및 혜택

교육비 지원

원격 근무

의료보험

육아휴직

스톡옵션

필수 스킬

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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전체 스크랩

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TikTok 소개

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+

직원 수

Los Angeles

본사 위치

$220B

기업 가치

리뷰

10개 리뷰

3.8

10개 리뷰

워라밸

2.8

보상

4.0

문화

4.2

커리어

3.5

경영진

2.5

72%

지인 추천률

장점

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

단점

Poor work-life balance and long hours

High stress and overwhelming workload

Management and leadership issues

연봉 정보

58개 데이터

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · ANTI-FRAUD DATA ANALYST - USDS

1개 리포트

$143,750

총 연봉

기본급

$125,000

주식

-

보너스

-

$143,750

$143,750

면접 후기

후기 2개

난이도

4.0

/ 5

소요 기간

21-35주

경험

긍정 0%

보통 0%

부정 100%

면접 과정

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Behavioral Interview

5

Final Round

6

Offer

자주 나오는 질문

Coding/Algorithm

Behavioral/STAR

Technical Knowledge

Culture Fit