Algorithm Engineer
3 weeks ago
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the Team
The E-commerce Global Supply Chain and Logistics team is dedicated to enhancing clients' shopping experience and reducing logistics operational cost in TikTok E-commerce. We are currently looking for talented software engineers that have a deep understanding of machine learning (ML), operations research (OR), data mining and statistical inference.
Responsibilities
- Participate in the construction of the full-link intelligent system of ByteDance e-commerce supply chains, and be responsible for business-oriented data mining and continuous iteration of algorithms.
- Combined with massive e-commerce information, through data mining and machine learning, predict the performance of products in traffic/conversion throughout the whole lifespan, improve the efficiency of product operation, and assist in optimizing traffic distribution, to satisfy the requirements of product growth, hero product incubation, content-based product operation and some other scenarios.
- Participate in the full process operation of inventory, investment attraction, product selection, and placement in key channels, activities and mega campaigns, and provide algorithm suggestions from the dimensions of selecting sellers and products.
- Explore the impact mechanism of products on user behavior, and meet the business needs of increasing new customer acquisition, repurchase rate, and active user numbers through product selection strategies.
Qualifications
- Master's or PhD degree in Computer Science, Engineering, Operations Research or related fields.
- Familiar with at least one of the machine learning/deep learning/casual inference, with at least 3 years of relevant experience.
- Proficient in one or more languages such as Python/Java, able to abstract problems and model optimization independently, familiar with big data processing technologies such as Spark/Hadoop/Hive.
- Proficient in SQL language
- Self-confidence, initiative and communication. Be able to take the initiative to deeply understand business and adapt to rapid business changes, have good personal expression and organizational communication skills, and be able to push things forward.
Preferred Qualifications
- Work experience in e-commerce, supply chain, logistics, transportation or related fields is preferred.
- Publications at KDD,NeurIPS,WWW,SIGIR,WSDM,CIKM,ICLR,ICML,IJCAI,AAAI and related conferences.
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.
-
Algorithm Engineer
2 weeks ago
Singapur, Singapore TikTok Full timeAbout the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you'll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as NLP,...
-
Algorithm Engineer
4 weeks ago
Singapur, Singapore 3160 KLA-Tencor (Singapore) Full timeDescription Responsibilities: The job focuses on the development of image and signal processing algorithms for the next generations of optical inspection and metrology systems. The responsibilities of this position covers the entire life cycle of algorithms, including modeling, proof-of-concept design, production software design and implementation,...
-
Algorithm Engineer
2 months ago
Singapur, Singapore 3160 KLA-Tencor (Singapore) Full timeDescription Responsibilities: The job focuses on the development of image and signal processing algorithms for the next generations of optical inspection and metrology systems. The responsibilities of this position covers the entire life cycle of algorithms, including modeling, proof-of-concept design, production software design and implementation,...
-
Algorithm Engineer
2 weeks ago
Singapur, Singapore The Learning Experience Full timeTRUST RECRUIT PTE. LTD. is seeking an Algorithm Engineer with expertise in Machine Learning, Deep Learning, and statistics. As an Algorithm Engineer, you will be responsible for designing and analyzing processes in the field of smart manufacturing. You will utilize technologies such as ML, deep learning, and operation research to explore data, construct...
-
Algorithm Engineer
4 weeks ago
Singapur, Singapore 3160 KLA-Tencor (Singapore) Full timeDescription Responsibilities: The job focuses on the development of image and signal processing algorithms for the next generations of optical inspection and metrology systems. The responsibilities of this position covers the entire life cycle of algorithms, including modeling, proof-of-concept design, production software design and implementation,...
-
Algorithm Software Engineer Intern
2 weeks ago
Singapur, Singapore Tencent Full timeResponsibilities:Developing inference service for algorithm models.Creating AIGC applications with high performance and low latency.Deploying algorithm service and large models on various Cloud platforms like Tencent Cloud, AWS, and GCP.Requirements:Bachelor's degree or higher in Computer Science, Computer Engineering, or equivalent.Understanding model...
-
(Senior) Algorithm Engineer
2 months ago
Singapur, Singapore OMNIVISION Full timeDescription Description: Be responsible to research and develop innovative computer vision/deep learning algorithms for image applications. Responsibilities: Research, develop and optimize computer vision/deep learning algorithms for image applications, such as, object recognition, face recognition, video analytics, image quality enhancement, and...
-
(Senior) Algorithm Engineer
4 weeks ago
Singapur, Singapore OMNIVISION Full timeDescription Description: Be responsible to research and develop innovative computer vision/deep learning algorithms for image applications. Responsibilities: Research, develop and optimize computer vision/deep learning algorithms for image applications, such as, object recognition, face recognition, video analytics, image quality enhancement, and...
-
Algorithm Engineer
2 months ago
Singapur, Singapore TikTok Full timeAbout the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as...
-
Algorithm Engineer
4 weeks ago
Singapur, Singapore TikTok Full timeAbout the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as...
-
Algorithm Engineer
2 months ago
Singapur, Singapore TikTok Full timeAbout the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as...
-
Algorithm Engineer
4 weeks ago
Singapur, Singapore TikTok Full timeAbout the team Our Search Team is responsible for building and owning TikTok's search engine which provides our users the best search experience. On the TikTok Search Team, you’ll have the opportunity to build a full-stack search engine system and combine information retrieval technology with modern machine learning methods from related fields such as...
-
Algorithm Software Engineer Intern
1 week ago
Singapur, Singapore Tencent Full timeResponsibilities: Level Infinite is Tencent’s global gaming brand. It is a global game publisher offering a comprehensive network of services for games, development teams, and studios around the world. We are dedicated to delivering engaging and original gaming experiences to a worldwide audience, whenever and wherever they choose to play while...
-
Singapur, Singapore OMNIVISION Full timeDescription Description: Develop image/video processing algorithms for camera related applications. Responsibilities: Expand existing solutions to new levels of functionality, quality, and performance. Assist other teams with algorithm implementation, testing and verification Drive the productization of the hardware. Algorithm documentation ...
-
Algorithm Engineer
2 weeks ago
Singapur, Singapore TIKTOK PTE. LTD. Full timeTikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta,...
-
Video Processing Algorithm Engineer
1 week ago
Singapur, Singapore Zoom Full timeAs a Video Processing Algorithm Engineer, you will explore opportunities to research and develop video process algorithms to both improve real-time video quality and performance, and add new features to Zoom video products. Work across our stack, developing software ranging from Web Server to business application layer for our distributed, cloud-hosted...
-
Video Codec Algorithm Engineer
1 month ago
Singapur, Singapore Zoom Full timeWe are seeking a passionate Video Codec Algorithm Engineer to research and develop video compression algorithms/video encoder/decoder to improve real-time video quality and performance on Zoom video products. Responsibilities:Research on the latest video compression technologiesPossess strong skills in the areas of development and real-time implementation...
-
Video Codec Algorithm Engineer
4 weeks ago
Singapur, Singapore Zoom Full timeWe are seeking a passionate Video Codec Algorithm Engineer to research and develop video compression algorithms/video encoder/decoder to improve real-time video quality and performance on Zoom video products. Responsibilities:Research on the latest video compression technologiesPossess strong skills in the areas of development and real-time implementation...
-
Graphics and Image Algorithm Engineer
2 months ago
Singapur, Singapore BIGO Full timeThe Graphics and Image Group is primarily responsible for portrait beautification, video enhancement, and special effects in various Bigo business scenarios, including BigoLive, Likee, and imo, providing a new audio and video experience that is enjoyable, visually appealing, and entertaining to hundreds of millions of global users.Job Responsibilities:1....
-
Graphics and Image Algorithm Engineer
4 weeks ago
Singapur, Singapore BIGO Full timeThe Graphics and Image Group is primarily responsible for portrait beautification, video enhancement, and special effects in various Bigo business scenarios, including BigoLive, Likee, and imo, providing a new audio and video experience that is enjoyable, visually appealing, and entertaining to hundreds of millions of global users.Job Responsibilities:1....
