Machine Learning Engineer Intern (TikTok Shop Global E-Commerce, Recommendation Alliance) - 2026 Start (BS/MS)
- company
- TikTok
- location
- Singapore
- posted
- 17 Jun
- **Responsibilities**
- Team Introduction
- The alliance team aims to serve merchants and creators on the e-commerce platform to meet merchants' business indicators and improve creators' creative efficiency. By cooperating with merchants and creators, we aim to provide high-quality content and a personalized shopping experience for TikTok users, create efficient shopping tools at seller centers, and promote cooperation between merchants and creators.
- We are looking for talented individuals to join us for an internship in 2026. Internships at TikTok aim to offer students industry exposure and hands-on experience. Watch your ambitions become reality as your inspiration brings infinite opportunities at TikTok.
- Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to TikTok and its affiliates' jobs globally.
- Applications will be reviewed on a rolling basis - we encourage you to apply early.
- Successful candidates must be able to commit to at least 3 months long internship period.
- **Responsibilities**
- Build and design large-scale machine learning algorithms to model the real-time interests of creators to 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 the large scale of 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.
- Support the rapid development of TikTok's e-commerce business, serve millions of merchants, explore more efficient business models, satisfy users with the best shopping experience, and promote ecological development.
- Support the production of scalable and optimised AI/machine learning (ML) models.
- Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.
- **Qualifications**
- Minimum Qualifications
- Undergraduate or Postgraduate currently pursuing a Degree/Master in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
- Solid 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.
- Strong learning ability, with excellent communication and teamwork skills.
- Preferred Qualifications
- Publications at conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, CIKM, ICLR, ICML, IJCAI, AAAI, RecSys, and similar.
- Practical
Experience
- Experience from internships, research, or projects, especially in fields like e-commerce, recommendations, or search engines.
- Problem Solving and Creativity: Passionate about technology and solving challenging problems, with high levels of creativity and quick problem-solving capabilities.
- By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy
- If you have any questions, please reach out to us at apac-earlycareers@tiktok.com
- Job Information
- **About TikTok**
- TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.
- Why Join Us
- Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and bring joy - a mission we work towards every day.
- We strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. Every challenge is an opportunity to learn and innovate as one team. We're resilient and embrace challenges as they come. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our company, and our users. When we create and grow together, the possibilities are limitless. Join us.
- Diversity & Inclusion
- TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
More ecommerce jobs from TikTok
- Software Engineer Graduate (Data Arch - E-commerce) - 2027 Start, Seattle, WA, US
- Accelerated Development Program (E-Commerce, Malaysia) - 2027 Start, Kuala Lumpur, MY
- Graduate Development Program (TikTok Shop E-commerce, Indonesia) - 2027 Start, Jakarta, Jakarta, ID
- Team Lead - Global E-Commerce Search Operations, Kuala Lumpur, Federal Territory of Kuala Lumpur, MY
- Machine Learning Engineer Graduate (E-Commerce Recommendation Live) - 2027 Start, Seattle, WA, US
- Graduate Development Program (TikTok Shop E-commerce, Vietnam) - 2027 Start, Ho Chi Minh City, Ho Chi Minh City, VN
- Software Development Engineer in Test Intern (Global E-Commerce) - 2027 Summer, Seattle, WA, US
- Research Scientist - LLM Applications for International E-commerce Scenarios - Global Frontier Tech Recruitment Program - 2027 Start (PhD), SG
- Business Development Project Intern (E-Commerce-Operations) - 2026 Start (BS/MS), Munich, Bavaria, DE
- Frontend Software Engineer Graduate (Global E-commerce) - 2027 Start, Seattle, WA, US
- Legal Counsel, ECommerce, EMEA, London, England, GB
- Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Recommendation) - 2026 Start (PhD), SG
- Technical Sourcer - E-Commerce - San Jose (Third-Party Associate), San Jose, CA, US
- Backend Engineer Intern (Data Platform, Global E-Commerce) - 2027 Start, SG
- Machine Learning Engineer Graduate (Global E-Commerce, Risk Control) - 2027 Start (PhD), SG
- Multimodal LLM Algorithm Engineer Intern (Global E-Commerce, Knowledge Graph) - 2027 Start, SG
- Machine Learning Engineer Intern (Global E-Commerce, Risk Control) - 2027 Start (PhD), SG
- Machine Learning Engineer Intern (Global E-Commerce, Search) - 2027 Start (PhD), SG
- eCommerce Client Partner Graduate( GBS KR )-2027 Start, Seoul, Seoul, KR
- Machine Learning Engineer Graduate (Global E-Commerce, Search) - 2027 Start (PhD), SG
- Machine Learning Engineer Intern (Global E-Commerce) - 2027 Start, SG
- Machine Learning Engineer Intern (Global E-Commerce, Risk Control) - 2027 Start, SG
- Machine Learning Engineer Intern (Global E-Commerce, Search) - 2027 Start, SG
- Machine Learning Engineer Graduate (Global E-Commerce, Platform Governance) - 2027 Start, SG
- AI Agent Algorithm Engineer Graduate (Global E-Commerce, Affiliate) - 2027 Start, SG
- Machine Learning Engineer Graduate (Global E-Commerce) - 2027 Start, SG
- LLM Machine Learning Engineer Graduate (Global E-Commerce, Supply Chain and Logistics) - 2027 Start, SG
- Software Engineer Intern (TikTok Global E-Commerce Recommendation & Search Architecture) - 2027 Start, SG
- AI Agent Algorithm Engineer Graduate (Global E-Commerce, Affiliate) - 2027 Start (PhD), SG
- Machine Learning Engineer Intern (Global E-Commerce, Recommendation) - 2027 Start (PhD), SG
- AI Agent Algorithm Engineer Intern (Global E-Commerce, Affiliate) - 2027 Start (PhD), SG
- Big Data Engineer Graduate (TikTok Global E-Commerce Recommendation & Search Architecture) - 2027 Start, SG
- Machine Learning Engineer Intern (Global E-Commerce, Platform Governance) - 2027 Start, SG
- LLM Machine Learning Engineer Graduate (Global E-Commerce, Supply Chain and Logistics) - 2027 Start (PhD), SG
- Machine Learning Engineer Graduate (Global E-Commerce, Recommendation) - 2027 Start (PhD), SG
- Machine Learning Engineer Intern (Global E-Commerce, Platform Governance) - 2027 Start (PhD), SG
- Privacy Counsel, E-Commerce, EMEA, London, England, GB
- TikTok Shop - Creator Strategist (E-commerce) - Thailand, Bangkok, Bangkok City, TH
- TikTok Shop - Cluster Lead (E-commerce) - Thailand, Bangkok, Bangkok City, TH
- HR Business Partner - Global E-Commerce Logistics (Los Angeles), Seattle, WA, US
- E-Commerce Communications Manager (Germany) - Austria & Netherlands, Munich, Bavaria, DE
- Talent Acquisition Specialist Project Intern (Global E-Commerce) - 2026 Start (BS/MS), Milano, Lombardia, IT
- Algorithm Engineer Intern (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (BS/MS), SG
- Communications Manager, E-Commerce, Malaysia, Kuala Lumpur, Federal Territory of Kuala Lumpur, MY
- Research Scientist Graduate (Global E-commerce Content Recommendation) - 2026 Start (PhD), San Jose, CA, US
- Paid Media Operations Lead, EMEA, London, England, GB
- Talent Acquisition Specialist - eCommerce - Singapore (Third-party Associate), SG
- Head of e-commerce Communications, Indonesia, Jakarta, Jakarta, ID
- Talent Acquisition Project Intern (E-Commerce) - 2026 Summer (BS/MS), San Jose, CA, US
- Talent Acquisition Project Intern (E-Commerce) -2026 Start (BS/MS), Jakarta, Jakarta, ID