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Senior Data Scientist - Global E-Commerce (Supply Chain and Logistics)

TikTok

Senior Data Scientist - Global E-Commerce (Supply Chain and Logistics)

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

복지 및 혜택

Unlimited Pto

Remote Work

Equity

Parental Leave

필수 스킬

Python

TensorFlow

Airflow

About the Team

Global E-Commerce is a content e-commerce business with international short video product as the carrier. It is committed to becoming the first choice for users to discover and purchase good products with affordable prices. Global E-Commerce business team hopes to provide users with more tailored and efficient consumption experience, enabling merchants to receive reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable and high-quality products sell easily and a better life within reach.

The international supply chain and logistics team integrates logistics, warehousing, transportation and other resources to build a global "goods accessible" network, to provide international e-commerce customers with low-cost, high-efficiency, and high-determinacy supply chain and logistics solutions supporting multiple business models, and enhance consumer experience.

Responsibilities

  • Conduct data science and analytics for international e-commerce supply chain and logistics.
  • Apply the latest statistics and machine learning methods to merchant and supply chain management to facilitate business growth.
  • Work with development, product, and operations teams to optimize supply chain logistics functionalities using statistical or machine learning techniques.
  • Analyze and deconstruct the impact of logistics strategies, contributing to data-driven decision-making and capabilities like forecasting and simulation.

Qualifications

Minimum Qualifications

  • Bachelor's degree or higher in Computer Science, Statistics, Mathematics, or relevant fields, with 3 years of experience in data mining, machine learning or operational research.
  • Proficient in SQL and data analysis/modeling with R/Python. Familiarity with big data technologies like Hadoop, Spark, Hive, and Flink is a plus.
  • Knowledgeable in data analytics, mining techniques, and machine learning or optimization algorithms, with an understanding of deep learning principles.
  • Strong analytical and problem-solving skills, with the ability to learn quickly and work well in a team.
  • Skilled in cross-team collaboration, business acumen, and strong communication, with resilience and interest in new technologies and challenges.

Preferred Qualifications

  • Prior experience in supply chain or logistics and practices in big data or algorithm engineering is desirable.

총 조회수

1

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