Machine Learning Engineer, Search Recommendation (E-commerce) - Singapore
6500 - 13000 SGDTIKTOK PTE. LTD.
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.
Job highlights
Positive team atmosphere, Career growth opportunity, 100+ mil users, Meal allowance, Competitive compensation
Responsibilities
About the team
The Search Growth E-commerce team is at the forefront of developing the search recommendation algorithm for TikTok's rapidly expanding global e-commerce enterprise. Utilizing cutting-edge machine learning technology, advanced NLP, CV, recommendation, and multi-modal technology, we're shaping a pioneering engine within the industry. Our objective is to deliver the ultimate e-commerce search experience to over 1 billion active TikTok users worldwide.
Responsibilities
- Elevate search recommendation services and models for TikTok E-commerce, driving heightened e-commerce search traffic on both TikTok and TikTok Mall, while enhancing user search and purchasing cognition.
- Optimize the recommender system, focusing on hyperscale machine learning models. This involves diverse tasks spanning recall/first-stage ranking to final-stage ranking within the end-to-end workflow.
- Push the boundaries of short text and general recommendation technology, with a specific emphasis on the interaction between recommendation and NLP technology.
Qualifications
Minimum Qualifications
- Bachelor or advanced degree in computer science or a related technical discipline.
- Excellent coding skills. Solid knowledge of data structure and algorithms.
- Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.
- Publication records in top journals or conferences will be a plus. Experience winning ACM-ICPC medals will be a plus.
Preferred Qualifications
- Good product sense with a focus on user experience.
- Domain knowledge or working experience in any of these areas: modern Recommendation, Search, Advertisement, E-commerce.
11250 - 22500 SGD
...Our team works on large-scale recommendation systems for various offerings... ...cutting-edge solutions for e-commerce recommendation systems.... ...at massive scales, using deep learning/transfer learning/multi-task... ...of scalable and optimised AI/machine learning (ML) models - Focus...11250 - 22500 SGD
...about this and hope you are too. About the Team The Search E-Commerce team is responsible for the search algorithm for our rapidly... ...global e-commerce business. We use state-of-the-art large-scale machine learning technology, the cutting-edge NLP, CV and multi-modal...8000 - 16000 SGD
...Responsibilities About the team Our Search Team focuses on LLM application... ...tool-use capabilities. Apply reinforcement learning, knowledge representation, and automated... ...understanding of LLM fundamentals (e.g., prompt engineering, fine-tuning workflows). - Strong problem...6500 - 13000 SGD
...compensation Responsibilities About the team Our Search Team enhances local services by improving user... ...driving ecosystem growth. They leverage large-scale machine learning to refine search and recommendation systems, focusing on personalized relevance, CTR/CVR...11250 - 22500 SGD
...headquarters are in Los Angeles and Singapore, and we also have offices in... ...is an opportunity to learn and innovate as one team. We're... ...too. About the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best...6500 - 13000 SGD
...Responsibilities About The Team Our Recommendation Architecture Team is responsible for... ...and training infra optimization of machine learning models - Build and maintain high performance... ...and techniques of computer science, engineering, and mathematical analysis - Update...6500 - 13000 SGD
...Responsibilities About the team Our Search Architecture Team is... ...architecture for our Search Engine to provide the best experience... ...and development of the global e-commerce search system architecture, ensuring... ..., support large-scale machine learning optimization; -Focus...6500 - 13000 SGD
...headquarters are in Los Angeles and Singapore, and we also have offices in... ...is an opportunity to learn and innovate as one team. We're... ...Responsibilities About the team Our Search Architecture Team is... ...the architecture for our Search Engine to provide the best experience...11250 - 22500 SGD
...headquarters are in Los Angeles and Singapore, and we also have offices in... ...is an opportunity to learn and innovate as one team. We're... ...too. About the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best...- ...their own right and also demonstrate their support of others. 【The Role】 We are looking for a Machine Learning Engineer with strong experience in large-scale recommendation systems to help build the next-generation social media platform. You will own critical components...
500 SGD
...Cantina is expanding, and we're looking for an ML Engineer to join our growing Singapore team! In this role, you will build and scale systems for... ...or scaling large-scale data systems and pipelines for machine learning, including dataset curation, filtering, and quality improvement...6500 - 13000 SGD
...headquarters are in Los Angeles and Singapore, and we also have offices in... ...is an opportunity to learn and innovate as one team. We'... ...visa. About The Team Our Recommendation Architecture Team is responsible... ...infra optimization of machine learning models - Build and...11250 - 22500 SGD
...and hope you are too. About the team Our Search Team is responsible for building and owning our search engine which provides our users the best search... ...combine information retrieval technology with modern machine learning methods from related fields such as NLP,...10000 - 20000 SGD
...headquarters are in Los Angeles and Singapore, and we also have offices in... ...is an opportunity to learn and innovate as one team. We'... ...developing state-of-the-art machine learning models and strategies... ...Responsibilities - Build industry leading recommendation system; develop highly...11250 - 22500 SGD
...hope you are too. About the Team The Global E-commerce Algorithm team is the core engine driving the ultimate shopping experience and user... ...E-Commerce" by building cutting-edge AI, search, and recommendation systems that connect millions of users with the products...- ...About the Role As a Senior Machine Learning Engineer – Search, you will play a pivotal role in shaping the intelligence behind GoFood and GoPay. You’ll design, build, and deploy cutting-edge search, recommendation, and monetization models that power on-demand and financial...
- ...sparse weight deltas and published what we learned. ( blog ) Open source agents with... ...performance through training and harness engineering. ( blog ) The fine-tuning bottleneck is... ...engagements. ( blog) The Role: As an Applied Machine Learning Engineer, you will serve as a...
11250 - 22500 SGD
...Responsibilities Team Introduction Our Search Team is responsible for building and owning our search engine which provides our users the best search experience... ...information retrieval technology with modern machine learning methods from related fields such as NLP,...- ...smarter mobility worldwide, connecting cities as we reduce carbon and replace cars. Could you be the full-time Machine Learning Engineer in Singapore we’re looking for? Your future role Take on a new challenge and apply your data science and AI expertise in...
12000 - 19000 SGD
...At the Riot Singapore Efficiency team, we're driven by innovation and optimization. Our team harnesses the power of Machine Learning approaches and Artificial Intelligence to reimagine the way... ...entertainment. As a Machine Learning Engineer, you will help apply Machine...12000 - 23000 SGD
...four years (2021-2024). Check out the rest of our awards HERE. 【The Role】 We are looking for a Machine Learning Engineer with strong experience in large-scale recommendation systems to help build the next-generation social media platform. You will own critical...5700 - 6700 SGD
...business problems into analytical and machine learning solutions. Design, develop, train,... ...through APIs. Collaborate with software engineering and DevOps teams to build scalable,... .... Present analytical findings and recommendations clearly to both technical and non-technical...5500 - 6500 SGD
...We are seeking an experienced Senior Data Scientist / Machine Learning Engineer to join our dynamic team. As a Senior Data Scientist / Machine... ...machine learning and artificial intelligence. Evaluate and recommend new tools, libraries, and methodologies to enhance the efficiency...4000 - 5500 SGD
...regret that only shortlisted candidates will be notified. Job Description We are currently seeking a Research Engineer to support machine learning research in air quality, atmospheric science, and environmental data analytics. The successful candidate will develop and...7000 - 15000 SGD
...Lead the design, implementation, and operation of the complete machine learning lifecycle, including data pipelines, training workflows,... ...and consistently met. Production Readiness & Performance Engineering Own production deployment and operational excellence, including...- ...We are seeking an experienced AI/ML Engineer to lead the design, development, and scaling... ...role combines deep expertise in classical machine learning with cutting-edge Generative AI... ...optimization (embeddings tuning, hybrid search), and agentic workflows (LangChain/LangGraph...
10000 - 20000 SGD
...working with a publicly-listed global e-commerce company. Salary budget wide open!!!... ...offer competitive package. Remote role in Singapore. about job (Staff or Principal Engineer level) • Build and optimize personalized recommendation algorithms within the search journey (...6500 - 13000 SGD
...hours Responsibilities Team Introduction Our Search Team enhances local services by improving user... ...driving ecosystem growth. They leverage large-scale machine learning to refine search and recommendation systems, focusing on relevance and query understanding...11250 - 22500 SGD
...Team Introduction Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok... ...information retrieval technology with modern machine learning methods from related fields such as NLP,...6500 - 13000 SGD
...Responsibilities Team Introduction The Search Team is building a large-scale, full-stack search engine to serve billions of users worldwide. Our... ...one or more of: NLP, Search, Ranking, Ads, Recommender Systems, or Machine Learning. - Familiarity with LLMs or multimodal...
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Machine Learning Engineer, Search Recommendation (E-commerce) - Singapore. Be the first to apply!
