16 hours ago
Kuala Lumpur, MalaysiaSenior
Responsibilities
- Develop and optimize recommendation models for trading products, content, and community using large-scale behavioral data.
- Explore cross-domain transfer learning and cold-start strategies across business scenarios.
- Optimize multi-objective ranking models for CTR, CVR, LTV, and other outcomes.
- Model cross-scenario user behavior sequences, short- and long-term interests, and changes in user intent.
- Build reusable user representations to address domain transfer, sparse feedback, and cold-start challenges.
- Explore generative recommendation methods, including semantic IDs and generative candidate generation, and integrate them with discriminative recommendation pipelines.
Requirements
- At least four years of experience developing search, advertising, or recommendation algorithms at a consumer-facing internet company.
- Deep understanding of candidate retrieval, ranking, and multi-objective modeling.
- Strong computer science fundamentals and proficiency in at least one of Python, Java, or C++.
- Strong software design and coding practices, analytical and logical thinking, and ability to solve challenging technical problems.
- Strong business judgment, communication, and collaboration skills, with the ability to translate business needs into technical solutions.
- Preferred experience with major technology companies such as ByteDance, Alibaba, Tencent, Meituan, Kuaishou, or Xiaohongshu.
- Preferred experience with multi-objective modeling, user sequence modeling, personalized uplift modeling, or generative modeling.
- Preferred publications at leading international conferences such as KDD, SIGIR, RecSys, ACL, or NeurIPS.
- Preferred hands-on experience bringing LLM or agent applications into production for search, advertising, or recommendation use cases.
Benefits
- Study Growth Fund supporting professional development and continuous learning.
- Internal team-building activities, workshops, and events.
- Opportunity to collaborate with a diverse international team.
- Career advancement opportunities within a rapidly expanding global company.
- Internal mobility opportunities to support long-term career development.
- Work on global-scale recommendation systems serving more than 80 million users across over 200 countries and regions.
Categories
About Bybit
Bybit operates a cryptocurrency exchange and digital-asset platform for retail and institutional traders, offering spot and derivatives trading, payments, custody, and Web3 tools. Founded in 2018 and privately held, it serves a global user base and supports major assets such as Bitcoin and Ethereum. Its business model centers on trading and financing fees and related services across its exchange and institutional offerings.