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

Tiktok Inc
Seattle, WA, United States
1 day ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Starter
Working hours
Regular working hours

Tech stack

Computer Vision C++ (Programming Language) Computer Engineering Data Deduplication Data Mining Data Structures Linux Python (Programming Language) Search Algorithms Machine Learning Natural Language Processing Software Engineering
+7 more
Reinforcement Learning Large Language Models Deep Learning Information Technology Live Streaming Video Streaming Software Coding

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, * 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

Requirements

Machine Learning, eCommerce, eCommerce, Ecosystems, Onboarding, Algorithms, Shopping Carts, Video Streaming, Risk Analysis, Construction, * 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, * 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

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