Data Scientist-Analytics - TikTok

ByteDance logo


View Salaries, Reviews, and more  

Job Summary

S$9,217 - S$18,435 / Monthly EST

Job Type

Mid Senior

Years of Experience
At least 5 years

Tech Stacks
Python SQL R Strategy

Job Description

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 TikTok in all different regions. 

Responsibilities - What You'II Do 
- Work with large and complex data to solve technical and statistical challenges, and drive business impact. 
- 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.

- Bachelor's degree in data science, statistics, econometrics, quantitative sociology or a related scientific major, with 5+ years of related work experience. 
- Expertise in SQL and programming in Python or R. 
- Strong analytical and causal reasoning mindset, and rigidity on statistical correctness. 
- Strong communication, influence and product leadership. 
- Track record of driving business impact with data insights. 
- Passion about social products and curiosity to deep dive. 
- Preferred: knowledge of machine learning and recommendation systems. 
- Preferred: Master or Ph.D. Degree in a quantitative field 

Interview Questions of Data Scientist-Analytics - TikTok at ByteDance

Interview questions from ByteDance that are similar to Data Scientist-Analytics - TikTok
View more interview questions from ByteDance โ†’
Unlock Your Interview Potential
The only end-to-end front end interview preparation platform by FAANG ex-interviewers and Staff Engineers.
Get hired at FAANG
Users now work at:

Achieve your dream job with our top-notch tools!

Resume Checker Illustration

Resume Checker

Our free resume checker analyzes the job description and identifies important keywords and skills missing from your resume in just a minute!

Check Now
Interview Preparation Illustration

AI InterviewPrep

Utilizing advanced AI, our tool generates tailored interview questions based on your industry, role, and experience. Practice and receive feedback on your answers in real time!

Check Now
Resume Builder Illustration

Resume Builder

Let us show you the differences between a bad, good, and great resume, and guide you in building a resume that helps you stand out to employers, ensuring you land your next position faster!

Check Now