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TikTok Search & Analysis - Senior Data Scientist

TikTok

TikTok Search & Analysis - Senior Data Scientist

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Wellness benefits

Annual team offsites

Top Tier compensation with equity

Remote work flexibility

Required Skills

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.

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About TikTok

TikTok

TikTok

Late Stage

A short-form video entertainment app and social network platform

10,001+

Employees

Los Angeles

Headquarters

$220B

Valuation

Reviews

3.1

3 reviews

Work Life Balance

1.5

Compensation

2.0

Culture

1.2

Career

1.8

Management

1.0

5%

Recommend to a Friend

Pros

Limited positive feedback available

Company size allows for potential opportunities

Technology platform experience

Cons

Mass layoffs and poor handling of terminations

Unprofessional management and HR behavior

Exposure to traumatic content without adequate support

Salary Ranges

52 data points

Mid/L4

Senior/L5

Mid/L4 · Applied AI Product Data Scientist

1 reports

$273,000

total / year

Base

$210,000

Stock

-

Bonus

-

$273,000

$273,000

Interview Experience

4 interviews

Difficulty

3.5

/ 5

Duration

21-35 weeks

Experience

Positive 0%

Neutral 25%

Negative 75%

Interview Process

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Technical Phone Screen

5

Onsite/Virtual Interviews

6

Team Matching

7

Offer

Common Questions

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Data Structures