NLP Algorithm Engineer
1 month ago
Requirements
Domain data extraction, performing data extraction on multimodal data such as text, tables, and images in fields such as life science, intellectual property, materials, and tele-communications; Build and iterate large-scale semantic search systems; Responsible for the research and implementation of LLM-related technologies, optimization of generative large models, and implementation in business scenarios; Read papers, research solutions, design experiments, and have the ability to improve existing systems independently; Align large models with business landing through technologies such as SFT, PEFT, DPO/PPO, etc.
Responsibilities
Master's degree or above in mathematics and computer-related majors; Familiar with at least one of Python/Java/C++, with strong engineering capabilities; Familiar with common machine learning/deep learning algorithms, familiar with deep learning frameworks such as tensorflow, pytorch, and preferably have experience with large-scale distributed training; Understand the principles related to GPT, such as prompt, finetuning, transformer, and other key technologies; Have experience in information extraction (entity recognition, relationship extraction, event extraction), machine reading comprehension (document understanding, table understanding), information retrieval (text representation learning, hybrid retrieval), and be familiar with the principles of large models and efficient parameter fine-tuning techniques; Work diligently and responsibly, be good at communication, have a strong sense of teamwork, and be eager to learn.-
Senior NLP Algorithm Engineer
1 month ago
Singapur, Singapore Hireio, Inc. Full timeAbout TikTokTikTok is the leading platform for short-form mobile videos, dedicated to inspiring creativity and bringing joy to over 1 billion users. With global headquarters in Los Angeles and Singapore, and offices in cities like New York, London, and Tokyo, we prioritize innovation and collaboration.Our MissionAt TikTok, we aim to inspire creativity and...
-
Singapore NLP Algorithm Engineer
1 month ago
Singapur, Singapore Hireio, Inc. Full timeAbout Hireio, Inc.TikTok is the leading platform for short-form mobile videos, committed to inspiring creativity and bringing joy to over 1 billion users worldwide. With offices in major cities, we prioritize innovation and collaboration.Why Work with Us?Creation is at the core of our mission. We aim to inspire creativity and foster a collaborative...
-
NLP Engineer
1 month ago
Singapur, Singapore RiceBowl Full timeJob Title: NLP EngineerRiceBowl is seeking a highly skilled NLP Engineer to join our team. As an NLP Engineer, you will be responsible for developing and implementing advanced language models to enhance our organization's capabilities in understanding, processing, and generating human language.Key Responsibilities:Design, build, and implement NLP models and...
-
Singapore NLP Algorithm Engineer
1 month ago
Singapur, Singapore Hireio, Inc. Full timeAbout TikTokTikTok is the leading platform for short-form mobile videos, dedicated to inspiring creativity and bringing joy to over 1 billion users. With global headquarters in Los Angeles and Singapore, and offices in cities like New York, London, and Tokyo, we prioritize innovation and collaboration.Why Join Us?Creation is at the heart of TikTok's mission....
-
Singapore NLP Algorithm Engineer
4 weeks ago
Singapur, Singapore Hireio, Inc. Full timeAbout TikTokTikTok is the leading platform for short-form mobile videos, committed to inspiring creativity and bringing joy to over 1 billion users worldwide. With offices in major cities like Los Angeles, New York, London, and Singapore, we prioritize innovation and collaboration.Why Join Us?Creation is at the core of TikTok’s mission. We aim to inspire...
-
Senior NLP Engineer
4 days ago
Singapur, Singapore PatSnap Full timeAbout PatSnap Patsnap empowers IP and R&D teams by providing better answers, so they can make faster decisions with more confidence. Founded in 2007, Patsnap is the global leader in AI-powered IP and R&D intelligence. Our domain-specific LLM, trained on our extensive proprietary innovation data, coupled with Hiro, our AI assistant, delivers actionable...
-
Algorithm Engineer
1 month ago
Singapur, Singapore TikTok Full timeAbout UsTikTok is a global community of creators and viewers, and we're looking for talented individuals to join our Live Platform Intelligence team in 2025.Job DescriptionWe're seeking a skilled Algorithm Engineer to participate in the optimization of ByteDance LIVE business and serve the LIVE experience of billions of global users. As a member of our team,...
-
Machine Learning Engineer
1 month ago
Singapur, Singapore TikTok Full timeAbout the team The Search team is mainly responsible for the search algorithm innovation and architecture research and development of Douyin, international short video, Jinri Toutiao, Watermelon video and other products, as well as e-commerce, life services and other businesses. We use cutting-edge machine learning technology for end-to-end modeling and...
-
Algorithm Engineer
1 month ago
Singapur, Singapore Hireio, Inc. Full timeAbout the TeamHireio, Inc. is a cutting-edge technology company that utilizes advanced AI and machine learning techniques to enhance its e-commerce platform. Our team is dedicated to developing innovative solutions that drive business growth and improve work efficiency.Job ResponsibilitiesWe are seeking a highly skilled Algorithm Engineer to join our team....
-
Algorithm Development Engineer
1 month ago
Singapur, Singapore PatSnap Full timeCompany OverviewPatSnap is a leading tech innovation intelligence service provider, empowering R&D leaders to maximize innovation intelligence within their workflow and strategic planning. Leveraging AI-powered and machine learning technology, PatSnap's platform combs through billions of datasets, connecting the dots for innovators.Department OverviewThe R&D...
-
NLP Team Leader
3 weeks ago
Singapur, Singapore PatSnap Full timeAbout PatSnap Patsnap empowers IP and R&D teams by providing better answers, so they can makefaster decisions with more confidence. Founded in 2007, Patsnap is the global leaderin AI-powered IP and R&D intelligence. Our domain-specific LLM, trained on ourextensive proprietary innovation data, coupled with Hiro, our AI assistant, deliversactionable insights...
-
Senior NLP Engineer
3 months ago
Singapur, Singapore PatSnap Full timeCompany Introduction PatSnap is a a SaaS-based tech innovation intelligence service provider.Patsnap helps R&D leaders to maximise the value of innovation intelligencewithin their R&D workflow and strategic planning. As the global leaders inconnected innovation intelligence, PatSnap use AI-powered and machinelearning technology to comb through billions of...
-
Algorithm Engineer
1 month ago
Singapur, Singapore Shopee Full timeThe Engineering and Technology team at Shopee is responsible for developing the core of the Shopee platform. We are a group of passionate engineers from around the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; we build foundations for a long-lasting future. We don't limit...
-
Senior NLP and Machine Learning Engineer
1 month ago
Singapur, Singapore Hireio, Inc. Full timeAbout Hireio, Inc.TikTok is a leading platform for short-form mobile videos, dedicated to inspiring creativity and bringing joy to over 1 billion users worldwide. With offices across the globe, including Singapore, we value humility, intelligence, compassion, and creativity in our team.Why Work with Us?We embrace curiosity and aim for excellence. We...
-
Algorithm Test Development Engineer
3 months ago
Singapur, Singapore PatSnap Full timeCompany Introduction PatSnap is a a SaaS-based tech innovation intelligence service provider. Patsnap helps R&D leaders to maximise the value of innovation intelligence within their R&D workflow and strategic planning. As the global leaders in connected innovation intelligence, PatSnap use AI-powered and machine learning technology to comb through billions...
-
TikTok E-Commerce Algorithm Engineer
1 month ago
Singapur, Singapore TikTok Full timeAbout the TeamWe are a team of talented engineers responsible for developing cutting-edge NLP/ML algorithms and strategies to enhance user experience, improve merchant service quality, and drive revenue growth on TikTok's E-commerce Platform.Job ResponsibilitiesParticipate in the development of AI customer service within the TikTok e-commerce ecosystem to...
-
Singapore NLP and Machine Learning Engineer
1 month ago
Singapur, Singapore Hireio, Inc. Full timeAbout TikTokTikTok is the leading platform for short-form mobile videos, dedicated to inspiring creativity and bringing joy to over 1 billion users worldwide. With offices across the globe, including Singapore, we value humility, intelligence, compassion, and creativity in our team.Why Join Us?At TikTok, we embrace curiosity and aim for excellence. We...
-
Research Fellow
1 month ago
Singapur, Singapore Nanyang Technological University Full timeResearch Fellow in AI and NLPWe are seeking a highly skilled Research Fellow to join our team at the College of Computing & Data Science (CCDS) at Nanyang Technological University. The successful candidate will conduct research on cutting-edge large language models (LLMs) and their application in education.Key Responsibilities:Conduct research on LLMs and...
-
Research Fellow
4 months ago
Singapur, Singapore Nanyang Technological University Full timeThe College of Computing & Data Science (CCDS) invites applications for the position of Research Fellow. The Research Fellow will conduct research on cutting-edge large language models (LLMs) and the application on education. This role involves leading research efforts, developing innovative algorithms, managing large datasets, and ensuring the system's...
-
Algorithm Engineer-Supply Chain and Logistics
1 month ago
Singapur, Singapore TikTok Full timeAbout the TeamTikTok's global e-commerce team is dedicated to optimizing logistics fulfillment services through cutting-edge technologies like machine learning and deep learning.ResponsibilitiesDevelop deep learning and operations research models for supply chain and logistics optimization.Utilize e-commerce big data and deep learning models to predict...