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Software Engineer Intern (E-Commerce Business Growth- Data Compass) - 2024 Summer (MS/PhD)

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TikTok

Mar 14

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Software Engineering
  • Seattle

Requirements

  • Currently pursuing a Masters degree or PhD in Computer Science, Data Mining, Statistics, Operations Research or relevant subjects.
  • Proficiency in coding skills using Python, Spark, Tensorflow/PyTorch, and other deep learning tools.
  • Hands-on experience with data structure algorithms, machine learning models such as sales forecasting, classification task, deep learning etc.
  • Proven experience of implementing business projects and launching product features.
  • Preferred Qualifications:
  • Experienced with feature engineering from massive raw data, such as customer/seller/influencer profiling and e-commerce transactions.
  • Experienced in deep learning, time series forecasting, causal inference or relevant fields.
  • Solid understanding of search and recommendation systems, with an emphasis on AIGC field, is a plus.
  • A strong desire to learn and discover new things, result-oriented, customer-oriented, team player, and self-driven.

Responsibilities

  • Improve the working efficiency of e-commerce merchants, influencers, and account managers to boost the growth of sellers' products, customers, and revenue.
  • Participate in the optimization of sellers' operations, such as marketing insights, assortment planning, customer relationship management (CRM), anomaly detection, and diagnostic attribution.
  • Participate in the optimization of merchandise operations, such as seasonal and trend analysis, supply and demand analysis, new product and product growth analysis, and improving the alignment of products and associated traffic.
  • Participate in the optimization of the marketing strategies and Return on Investment (ROI) of sellers and influencers in TikTok e-commerce live streaming, short video, and ShopTab.
  • Analyze and conduct feature engineering for massive data such as customer profiling, e-commerce transactions, relationships between products, business opportunities, and deploy the model pipeline.
  • Use techniques such as representation learning, graph modelling, causal inference, and time series forecasting to assist merchants and influencers in problem-solving and discovering growth opportunities.
  • Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process
  • Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm

TikTok

Entertainment & Media
Industry
10,001+
Employees
2017
Founded Year

Mission & Purpose

TikTok is a social media platform where users create and share short videos on various topics, including entertainment, education, and lifestyle. Their ultimate goal is to inspire creativity and bring joy to people's lives through engaging and entertaining content. TikTok's purpose is to provide a platform for self-expression and connection, fostering a global community where individuals can express themselves authentically and connect with others who share similar interests and passions.