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Описание вакансии
Текст:
TL;DR
Algorithm Engineer - Recommendation & Search (AI/Web3): Designing and managing search and recommendation services to enhance content matching and distribution within the blockchain ecosystem with an accent on machine learning-based personalization and data-driven strategies. Focus on building core recommendation modules and optimizing content experience to maximize user impact.
Location: Remote (Asia)
Company
Binance is the world's largest cryptocurrency exchange and a leading global blockchain ecosystem.
What you will do
- Design and manage search recommendation services and models to empower content ecosystem development.
- Utilize ML-based personalization methods and design patterns to enhance content matching and distribution efficiency.
- Leverage deep knowledge of recommendation systems to drive AI product upgrades and improve business outcomes.
- Lead the development of core content recommendation modules using data-driven strategies.
- Collaborate with content, business, and product management teams to define success metrics and identify opportunities.
Requirements
- MSc or PhD in Machine Learning, Computer Vision, Computer Science, or Applied Mathematics.
- At least 5 years of relevant industry experience.
- Strong hands-on experience with PyTorch or TensorFlow.
- Experience in large-scale application development, preferably in user-facing content applications.
- Must be based in Asia.
- Excellent cross-team collaboration skills for working effectively with global teams.
Nice to have
- Previous experience in the content domain.
- Publication record at top-tier conferences or journals.
Culture & Benefits
- Opportunity to shape the future of the world's leading blockchain ecosystem.
- Collaboration with world-class talent in a global organization with a flat structure.
- Innovative environment with high autonomy and fast-paced projects.
- Results-driven workplace with opportunities for career growth and continuous learning.
- Competitive salary and comprehensive company benefits.
- Work-from-home arrangement.
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