Deskripsi Pekerjaan
Join ByteDance's pioneering team as an Algorithm Engineer specializing in Knowledge Graphs for Global E-Commerce. You'll be at the forefront of developing large-scale product knowledge graphs that revolutionize online shopping experiences across our global platforms. This role offers the unique opportunity to architect intelligent systems that transform complex product data into actionable insights, powering personalized recommendations and seamless discovery for millions of users worldwide.
Collaborate with world-class engineers and data scientists to design cutting-edge algorithms that optimize graph-based solutions for e-commerce applications. You'll work on real-time data processing, semantic reasoning, and machine learning integration to enhance product categorization, search relevance, and user engagement. The ideal candidate will thrive in a fast-paced environment where innovation directly impacts how users discover and purchase products across our diverse ecosystem.
ByteDance provides an unparalleled platform to apply your technical expertise to solve complex challenges at scale. If you're passionate about leveraging knowledge graphs to transform e-commerce and want to contribute to the future of digital commerce, this is your opportunity to make a global impact.
Tanggung Jawab
- Design and develop scalable algorithms for building and maintaining large-scale product knowledge graphs
- Implement graph-based solutions for product recommendation, search optimization, and semantic categorization
- Collaborate with cross-functional teams to integrate knowledge graphs into e-commerce platforms
- Research and apply state-of-the-art techniques in knowledge representation and reasoning
- Optimize graph algorithms for real-time data processing and performance tuning
- Develop machine learning pipelines to enhance graph-based insights and user personalization
- Lead technical initiatives for knowledge graph expansion and quality improvement
Kualifikasi
- Bachelor's degree in Computer Science, Engineering, or related field; Master's or PhD preferred
- 3+ years of experience in algorithm development and knowledge graph technologies
- Proficiency in programming languages: Python, Java, or C++
- Expertise with graph databases (Neo4j, Amazon Neptune) and query languages
- Strong foundation in machine learning, NLP, and data mining techniques
- Experience with distributed systems and big data technologies (Hadoop, Spark)
- Proven ability to translate business requirements into technical solutions