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채용TikTok

TikTok Search & Analysis - Senior Data Scientist

TikTok

TikTok Search & Analysis - Senior Data Scientist

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

복지 및 혜택

Equity

Remote Work

필수 스킬

SQL

Python

PyTorch

About the Role

The primary role of a Senior Data Scientist for our Data team is to conduct deep analysis into user behavior, product features and content ecosystem to generate business insights that could be applied to actionable improving initiatives. You will work closely with cross-function teams, such as PM\RD\MLE, to improve user experience and fulfill growth of Tik Tok in all different regions.

The Data Science Search Team analyses a combination of product usage and product performance data to derive meaningful insights that would serve as a guide to better product and decision-making for our business leaders. The team will work through different business scenarios including improving LIVE app Experiences, Host Operation, User experiences. In addition, it is important to manage the data life cycle to ensure problems are quantitatively measured to propose logical solutions.

Responsibilities

  • Work with large and complex data to solve technical and statistical challenges, and drive business impact, specifically within the global search team.
  • Design metrics framework to measure product healthiness, keep tracking of core metrics and understand root causes of metric movements.
  • Drive data informed decisions on experiment launches and rigorously measure the impact of product or technical changes.
  • Validate hypotheses, identify product growth opportunities, and influence direction for improvement with analyses, experimentation or other scientific methods.
  • Partner with engineers and product stakeholders to deliver product insights and strategy.
  • As a domain expert, solve difficult problems such as understanding and improving ecosystems, optimizing recommendation systems, conducting statistical research on causal inference; drive team's improvement on analytical rigor and quality.

Qualifications

Minimum Qualifications:

  • A Bachelor's degree or higher in Computer Science, Statistics, Mathematics, or a related field.
  • A minimum of 3 years of experience, preferably with a background in analytics for internet services or large-scale C2C products.
  • Proficiency in SQL and adept in data visualization tools.
  • Proven ability to manage data extraction, analysis, and visualization within complex data ecosystems, translating findings into business applications.
  • Exceptional communication skills, capable of distilling complex data into actionable insights for both technical and non-technical stakeholders.
  • A proactive learner with a curious mind, self-sufficient with a strong aptitude for collaborative problem-solving.

총 조회수

4

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

TikTok 소개

TikTok

TikTok

Late Stage

A short-form video entertainment app and social network platform

10,001+

직원 수

Los Angeles

본사 위치

$220B

기업 가치

리뷰

3.8

10개 리뷰

워라밸

2.8

보상

3.7

문화

4.1

커리어

3.2

경영진

2.9

68%

친구에게 추천

장점

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

단점

Work-life balance challenges

Fast-paced and stressful environment

High expectations and tight deadlines

연봉 정보

49개 데이터

Mid/L4

Senior/L5

Mid/L4 · Applied AI Product Data Scientist

1개 리포트

$273,000

총 연봉

기본급

$210,000

주식

-

보너스

-

$273,000

$273,000

면접 경험

2개 면접

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