Machine Learning Engineer Graduate (E-Commerce Governance) - 2027 Start

TikTok Inc
  • Seattle, WA
    3 days ago

    Job Description

    The Governance and Experience Algorithm team was established in September 2020 and its main job is to support the following businesses with the most advanced AI technology

    • Combat any kinds of risks/violations issues in E-commerce scenarios.
    • Build an E-commerce ecosystem and improve platform service capabilities

    We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth. Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume. Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.

    Responsibilities:

    • Responsible for identifying algorithms for risk/violation/low-quality issues in e-commerce scenarios such as products, shopping cart short videos, and live streaming with products.
    • Responsible for mining and identifying algorithms to detect fraudulent behaviors and identify risky, violated, or low-quality merchants and creators.
    • Responsible for optimizing algorithms for large-scale brand libraries, products, and content deduplication/clustering.
    • Responsible for data construction, instruction fine-tuning, CoT, alignment, and other work for large models in the e-commerce domain, aiming for ultimate effect optimization in the e-commerce domain.
    • Responsible for exploring reinforcement learning and operational research algorithms in intelligent dispatching and intelligent audit scheduling to improve audit quality and efficiency. Minimum Qualifications:
    • Individuals who are completing or have recently completed a Bachelor s degree in Software Development, Computer Science, Computer Engineering or a related discipline.
    • Solid coding skills, ability to develop in a Linux environment, proficient in Python, Go, or C++
    • Solid foundation in data structures/algorithms, proficient in machine learning/deep learning theory, and rich practical experience
    • Familiar with 1-2 areas in natural language processing, computer vision, multimodal, graph algorithms, search algorithms, text/data mining, and LLM
    • Excellent analytical and problem-solving skills, passionate about challenging problems

    Preferred Qualifications:

    • Individuals who are completing or have recently completed a Master s degree in Software Development, Computer Science, Computer Engineering or a related discipline.
    • Good team spirit and strong communication skills
    • Experience in platform governance/audit/risk control/content security or overseas internet/e-commerce business

    Numbers & Facts

    LocationSeattle, WA

    Skills

    • Algorithmsunmatched
    • Analysis Skillsunmatched
    • C++ Programming Languageunmatched
    • Communication Skillsunmatched
    • Computer Engineeringunmatched
    • Computer Programmingunmatched
    • Computer Scienceunmatched
    • Computer Visionunmatched
    • Constructionunmatched
    • Data Miningunmatched
    • Data Structuresunmatched
    • Deep Learningunmatched
    • Ecosystemsunmatched
    • Go Programming Language (Golang)unmatched
    • Graph Searchunmatched
    • Internet Securityunmatched
    • Linux Operating Systemunmatched
    • Machine Learningunmatched
    • Natural Language Processing (NLP)unmatched
    • Onboardingunmatched
    • Operations Researchunmatched
    • Problem Solving Skillsunmatched
    • Python Programming/Scripting Languageunmatched
    • Quality Managementunmatched
    • Reinforcement Learningunmatched
    • Risk Analysisunmatched
    • Risk Managementunmatched
    • Search Algorithmsunmatched
    • Shopping Cartsunmatched
    • Software Developmentunmatched
    • Text Miningunmatched
    • Video Streamingunmatched
    • eCommerceunmatched

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