Large Language Model Algorithm Engineer
2 months ago
Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join Us
Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.
Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.
To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.
Join us.
About the Team
AML is ByteDance's machine learning platform, serving as the middle platform for machine learning. It provides training and inference systems for recommendation, advertising, computer vision (CV), speech, and natural language processing (NLP) for businesses such as Douyin, Toutiao, and Xigua Video. AML offers powerful machine learning computing resources to internal business departments, conducting research on algorithms that are both universal and innovative in addressing issues in these businesses. Additionally, through the Volcano Engine, AML provides core capabilities of some machine learning and recommendation systems to external enterprise clients. Moreover, AML engages in cutting-edge research in fields like AI for Science and scientific computing.
Volcano Ark is a large language model (LLM) service platform launched by Volcano Engine, offering comprehensive functionalities and services such as model training, inference, evaluation, and fine-tuning, with a focus on supporting the LLM ecosystem. Volcano Ark, through a stable and reliable security and mutual trust solution, ensures the security of models provided by model providers and the information security of model users. It accelerates the penetration of large model capabilities into various industries, contributing to the commercial growth of model providers and users.
Responsibilities:
- Contribute to the advancement of next-generation artificial intelligence technologies, including large models, multimodal capabilities, text comprehension, generation algorithms, and reinforcement learning within the context of Volcano Ark.
- Focus on and drive the practical application of relevant technologies in business scenarios, including but not limited to knowledge base question-answering, voice assistants, Text2Code, summarization and instruction extraction, role-playing, intelligent content creation, etc.
- Conduct in-depth tracking and research on cutting-edge technologies in large models and related areas, including but not limited to NLP (Natural Language Processing), CV (Computer Vision), multimodal capabilities, and embodied intelligence.
Qualifications
Minimum Qualifications
- Bachelor's degree or above in Computer Science, Engineering or equivalent is preferred, with 3+ years of experience building scalable system;
- Excellent coding skills, a solid foundation in data structures and algorithms, and familiarity with deep learning frameworks such as PyTorch.
- Experience in the fields of natural language processing, computer vision, video understanding, reinforcement learning, etc., is preferred.
Preferred Qualifications
- In the large model field, preference will be given to those who have led impactful projects or published influential papers. Priority will be given to those with experience in pre-trained models and downstream applications in NLP, CV, video, etc.
- Preference will be given to candidates with publications in top-tier conferences (NeurIPS, ICML, ICLR, CVPR, ICCV, ACL, KDD, etc.), relevant internship experience, or ACM competition winners.
ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.
Tell employers what skills you have
TensorFlow
Information Security
Machine Learning
Image Processing
Data Structures
Natural Language Processing
Mathematics
Artificial Intelligence
Computer Vision
PyTorch
Python
AML
Statistics
Publications
Scientific Computing
Signal Processing
-
Large Language Model Algorithm Engineer
1 week ago
Singapore BYTEDANCE PTE. LTD. Full timeAbout the RoleByteDance PTE. LTD. is seeking a talented AI researcher to join our Machine Learning Platform team. As a key member of our team, you will contribute to the advancement of next-generation artificial intelligence technologies, including large models, multimodal capabilities, text comprehension, generation algorithms, and reinforcement learning...
-
Large Language Model Algorithm Engineer
1 week ago
Singapore BIGO TECHNOLOGY PTE. LTD. Full timeRoles & ResponsibilitiesResponsibilities1. Responsible for the technical research of large language models related to Bigo's business scenarios including but not limited to pre-training, SFT (Supervised Fine-Tuning), and RLHF (Reinforcement Learning from Human Feedback).2. Implement large model landing in conjunction with the business scenarios, including...
-
Senior Large Language Model Engineer
2 weeks ago
Singapore MARINE ONLINE (SINGAPORE) PTE. LTD. Full timeJob SummaryAt MARINE ONLINE (SINGAPORE) PTE. LTD., we are seeking a highly skilled Senior Large Language Model Engineer to join our team. The ideal candidate will have a strong background in deep learning and natural language processing, with a proven track record of designing and optimizing large language models.Key ResponsibilitiesDesign and optimize large...
-
Artificial Intelligence Engineer
1 week ago
Singapore MARINE ONLINE (SINGAPORE) PTE. LTD. Full timeJob Summary:At MARINE ONLINE (SINGAPORE) PTE. LTD., we're seeking a highly skilled Large Language Model Architect to join our team. As a key member of our AI department, you will be responsible for designing and optimizing large language models, developing strategies for fine-tuning and streamlining the training process, and creating systems for efficient...
-
Research Associate
2 days ago
Singapore Nanyang Technological University Full timeThe School of Electrical and Electronic Engineering at Nanyang Technological University is seeking a Research Associate to collaborate with multiple disciplines of machine learning and artificial intelligence to develop multimodal large language models with capabilities such as conversational information retrieval, multimodality sensemaking, question...
-
Singapore UMILIFE (SINGAPORE) PTE. LTD. Full timeJob SummaryAt UMILIFE (SINGAPORE) PTE. LTD., we are seeking a highly skilled Senior Large Language Model Optimization Specialist to join our team. As a key member of our AI development team, you will be responsible for designing and optimizing large language models, devising fine-tuning strategies, and streamlining the training process.Key...
-
Algorithm Software Engineer Intern
2 weeks ago
Singapore Tencent Singapore Full timeJob Responsibilities:At Tencent Singapore, we are dedicated to delivering engaging and original gaming experiences to a worldwide audience. As a key member of our team, you will be responsible for developing inference services for algorithm models, deploying algorithm services and large models on different Clouds, and developing AIGC applications with high...
-
Singapore BYTEPLUS PTE. LTD. Full timeRoles and ResponsibilitiesAt ByteDance PTE. LTD., we are seeking an exceptional Cloud Native Engineer for Large Model Platform to join our team. The ideal candidate will have a strong background in cloud computing and large-scale model systems, with expertise in Golang, C++, Cuda, and Linux systems. Key Responsibilities:Develop and maintain large-scale AI...
-
Singapore BYTEDANCE PTE. LTD. Full timeAbout the RoleAs a Senior Software Engineer, Large Model Development at ByteDance PTE. LTD., you will be responsible for the development of the Ark Large Model Platform on Volcano Engine. This involves researching and implementing systematic solutions for large model applications in various industries, with a focus on reducing the IT cost of large models and...
-
Research Fellow
5 months ago
Singapore NTU (Nanyang Technology University- Main Office-HR) Full timeThe School of Electrical and Electronic Engineering is seeking to hire a talented Research Fellow in natural language processing and large language models to work with a team from multiple disciplines of machine learning and artificial intelligence to develop multimodal large language models with capabilities such as conversational information retrieval,...
-
Natural Language Processing Specialist
1 month ago
Singapore RiceBowl Full timeJob Summary:RiceBowl is seeking a highly skilled Natural Language Processing (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. This role requires a strong background in NLP...
-
Research Fellow
5 months ago
Singapore NTU (Nanyang Technology University- Main Office-HR) Full timeThe School of Electrical and Electronic Engineering is seeking to hire a talented Research Fellow in natural language processing and large language models to work with a team from multiple disciplines of machine learning and artificial intelligence to develop multimodal large language models with capabilities such as conversational information retrieval,...
-
Cloud Native Engineer
1 week ago
Singapore BYTEPLUS PTE. LTD. Full timeRoles & ResponsibilitiesByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa.Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the...
-
NLP Algorithm Engineer
3 days ago
Singapore PatSnap Full timeAbout the RolePatsnap is a leading innovation intelligence service provider, and we're seeking a highly skilled NLP Algorithm Engineer to join our team. As a key member of our innovation team, you will be responsible for developing and implementing large-scale semantic search systems, leveraging your expertise in machine learning and deep learning...
-
Algorithm Engineer, TikTok e-Commerce
2 months ago
Singapore TIKTOK PTE. LTD. Full timeRoles & ResponsibilitiesTikTok 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,...
-
Singapore BYTEDANCE PTE. LTD. Full timeRoles & ResponsibilitiesByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance's sponsorship of a visa.Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the...
-
Recommendation Algorithm Engineer
1 week ago
Singapore BIGO TECHNOLOGY PTE. LTD. Full timeRoles & ResponsibilitiesResponsibilities1. Design & build the industry-leading recommendation system, promote & verify the performanceof recommendation algorithms.2. Develop state-of-the-art machine learning models to solve problems3. Understand product objectives and machine learning techniques, improve model andrecommendation strategy4. Understand user...
-
Multimodal Algorithm Researcher
4 days ago
Singapore Hireio, Inc. Full timeHireio, Inc. Job DescriptionAbout the TeamHireio, Inc.The team at Hireio, Inc. utilizes the most advanced AI technology to combat various risks and violations in our e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency.Our ultimate goal is to achieve the highest risk...
-
Singapore Tencent Full timeJob Description:Tencent is seeking a skilled Algorithm Software Engineer Intern to join our team. In this role, you will develop inference services for algorithm models, deploy algorithms on different cloud platforms, and work on AIGC applications.Responsibilities:Design and implement inference services for complex algorithm models.Develop and deploy AIGC...
-
Algorithm Software Engineer Intern
2 weeks ago
Singapore Tencent Singapore Full timeResponsibilities: Level Infinite is a global game publisher offering a comprehensive network of bespoke 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 building a community that fosters...
