Highly Skilled Data Scientist for E-commerce Innovations
6 days ago
TIKTOK PTE. LTD., a leading global short-form mobile video-sharing platform, seeks an experienced Data Scientist (E-commerce) to join our innovative team in Singapore.
Job Summary
We are looking for a highly skilled Data Scientist with a strong background in machine learning and software development to lead our e-commerce business initiatives. As a key member of our team, you will be responsible for designing large-scale machine learning algorithms to model real-time interests of creators, optimizing commodity relationship mining and ranking, and building targeted algorithm strategies to empower creators and merchants. You will also support the rapid development of our e-commerce business, serving millions of merchants, exploring more efficient business models, and promoting ecological development.
Responsibilities
* Develop and deploy scalable AI/machine learning solutions using frameworks like PyTorch, TensorFlow, or MXNet.* Design and implement large-scale machine learning algorithms to model real-time interests of creators and improve conversion efficiency.* Optimize TikTok's massive commodity relationship mining and ranking and recall of creators' product recommendations, and improve the overall GMV of the platform.* Use large-scale data to deeply analyze the behavior of creators and merchants and build targeted algorithm strategies to empower creators and merchants, improve merchants' monetization efficiency, and boost industrial upgrading.* Collaborate with cross-functional teams to drive business growth and improve user experience.* Stay up-to-date with industry trends and advancements in machine learning and AI, applying this knowledge to improve our products and services.
Requirements
* Bachelor's degree in Computer Science, Software Development, or a related technical field* 3+ years of experience in machine learning, software development, or a related field* Strong theoretical understanding of machine learning, with familiarity with algorithms such as Collaborative Filtering, Matrix Factorization, Factorization Machines, Word2vec, Logistic Regression, Gradient Boosting Trees, and Deep Neural Networks.* Experience in training and deploying models using frameworks like PyTorch, TensorFlow, or MXNet.* Excellent communication and teamwork skills* Strong problem-solving and analytical abilities* Experience working with large datasets and ability to derive insights from them.* Ability to work in a fast-paced environment and adapt to changing priorities.* Passion for staying up-to-date with industry trends and advancements in machine learning and AI.* Experience in e-commerce, recommendations, or search engines is a plus.
What We Offer
* Competitive salary: SGD $120,000 - $180,000 per annum*, depending on experience* Comprehensive benefits package, including medical insurance, retirement savings plan, and paid time off* Opportunity to work on cutting-edge projects and contribute to the growth of a leading technology company* Collaborative and dynamic work environment* Professional development opportunities, including training and mentorship programs* Access to the latest technologies and tools* Recognition and reward for outstanding performance*
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