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
Job source
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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