Deep Learning Engineer

6 days ago


Singapore TIKTOK PTE. LTD. Full time

**Responsibilities**

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, Seoul and Tokyo.

**Why Join Us**

At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at TikTok.
- Responsible for the developing of deep learning models and related intelligent systems for the supply chain and logistics of international E-Commerce business.
- Participate in the process of optimizing the business results by using some of the following techniques: computer vision, natural language processing, sales prediction, time-series, geo-coding, etc..
- Keep track of cutting-edge technologies in the fields of computer vision, natural language processing and multi-modal machine learning; make use of these technologies to optimize the results in tasks such as fine-grained product style analysis, product similarity analysis and product attribute recognition, etc.

**Qualifications**
- At least 3 years of work experience in related field
- Have in-depth study in a certain field of natural language processing or computer vision, including but not limited to: image/video classification and recognition, image segmentation, object detection, OCR, graph neural network, text classification, NER, multimodal, unsupervised and self-supervised learning;
- Familiar with at least one framework of TensorFlow / PyTorch / MXNet and its training and deployment details, as well as the training acceleration methods such as mixed precision training and distributed training;
- Familiar with the latest research and technology in model compression acceleration, including but not limited to model quantization, pruning, knowledge distillation, as well as inference frameworks such as TensorRT;
- Have strong practical ability, winners in Kaggle, COCO, ImageNet, NOI/IOI and other competitions are preferred, and those who have papers published in relevant competitions and top academic conferences (such as CVPR, ICCV, ECCV, ACL, EMNLP, etc.) are preferred as well;
- Familiar with AutoML related algorithms, preferably with experience in automatic search of network structure or hyper parameters;

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.


  • Deep Learning Engineer

    17 hours ago


    Singapore HERTZWELL PTE. LTD. Full time

    **Role: Deep Learning Engineer - Unleash Your Creativity and Make a Difference** Attention tech wizards! Ready to dive into the tech deep end and make some waves?Are you a tech ninja with a love for deep learning and embedded systems? Hertzwell, the radar software company revolutionizing low-resolution data, is on the hunt for a fearless Embedded Deep...

  • Deep Learning Engineer

    18 hours ago


    Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

    Deep Learning Engineer Job DescriptionWe are seeking a talented Deep Learning Engineer to join our team at the Jinan-NTU Green Technology Research Institute. As a key member of our research team, you will be responsible for developing and implementing AI models for sustainable logistics and carbon measurement.Your primary focus will be on applying deep...


  • Singapore HERTZWELL PTE. LTD. Full time

    Attention tech wizards! Ready to dive into the tech deep end and make some waves?Are you a tech ninja with a love for deep learning and embedded systems? Hertzwell, the radar software company revolutionizing low-resolution data, is on the hunt for a fearless Embedded Deep Learning Engineer to join our dynamic crew and blaze a trail in the tech world! Your...


  • Singapore ST Engineering Land Systems Ltd. Full time

    The Kinetics Training Solutions team at ST Engineering Land Systems Ltd. is seeking a Deep Learning Specialist to develop and implement behavior trend AI models and engineering solutions to improve operating processes.Main Responsibilities:Develop and implement deep learning AI models to tackle a broad range of real-world problems and implement them at...


  • Singapore BRIGHTOIL PETROLEUM (S'PORE) PTE. LTD. Full time

    Role DescriptionBRIGHTOIL PETROLEUM (S'PORE) PTE. LTD. is seeking a highly skilled Deep Learning Architect to join our team of experts in designing and optimizing large language models. As a Deep Learning Architect, you will be responsible for designing and optimizing large language models using advanced techniques such as fine-tuning, prompt engineering,...


  • Singapore Capgemini Full time

    About the RoleCapgemini is seeking a highly skilled Deep Learning Specialist to join our AI development team. As a key member of our team, you will be responsible for designing, implementing, and optimizing AI models that generate content, enhance user experiences, and solve complex problems.The ideal candidate will have a strong background in machine...


  • Singapore SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN Full time

    Position SummaryWe are seeking a highly skilled Research Assistant / Senior Research Assistant to join our team at SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN. The successful candidate will be responsible for conducting research in deep learning and Artificial Intelligence, and publishing research papers in top-tier venues.Key Responsibilities:Conduct...


  • Singapore Singtel Group Full time

    Job Overview:We are seeking a highly skilled AI Scientist to join our innovative Video Intelligence Engineering team. The successful candidate will have a strong background in computer vision, machine learning, and deep learning technologies. As an AI Scientist, you will be responsible for developing and enhancing AI models and agentic solutions for video...


  • Singapore BRIGHTOIL PETROLEUM (S'PORE) PTE. LTD. Full time

    Job TitleDeep Learning Architect for LLMsBrightoil Petroleum (S'pore) Pte. Ltd. is seeking a highly skilled Deep Learning Architect for LLMs to design and develop cutting-edge NLP systems. As a key member of our AI/ML engineering team, you will be responsible for developing and deploying LLMs for various applications, working closely with cross-functional...


  • Singapore BYTEDANCE PTE. LTD. Full time

    About BYTEDANCE PTE. LTD.">BYTEDANCE PTE. LTD. is a leading technology company that aims to inspire creativity and enrich life through its innovative products and services. Founded in 2012, the company has made significant contributions to the development of artificial intelligence, machine learning, and big data analytics.">Job Overview:">We are seeking a...


  • Singapore NCS Pte. Ltd. Full time

    Job Description:Conduct in-depth research and develop novel deep learning models to address challenging video analytics problems, such as camouflage person detection, fine-grained object recognition, and dense crowd counting.Explore, customize, and enhance state-of-the-art Generative AI models (e.g., Large Language Models (LLMs), Vision Language Models...


  • Singapore Baidu, Inc. Full time

    Become a part of Baidu, Inc.'s cutting-edge computer vision team as a Senior Deep Learning Developer!About the PositionThis role involves developing and optimizing deep learning models for computer vision tasks, with a focus on AIGC applications.As a senior member of our team, you will lead research initiatives, collaborate with colleagues, and drive...

  • Deep Learning Expert

    18 hours ago


    Singapore HTX (Home Team Science & Technology Agency) Full time

    What You Will Be Working OnAddressing various Home Team use cases through the development of deep learning-based computer vision models.Designing and developing AI solutions that meet the needs of Home Team officers.Collaborating with cross-functional teams to build capabilities for the Home Team.


  • Singapore HPS PARTNERS PTE. LTD. Full time

    We are seeking a highly skilled Deep Learning and Computer Vision Researcher to join our team at HPS PARTNERS PTE. LTD.Research Focus:In this role, you will focus on improving perception models for feature detection and tracking, utilizing deep learning and computer vision techniques to detect key features such as road boundaries, obstacles, and dynamic...


  • Singapore SINGAPORE-MIT ALLIANCE FOR RESEARCH AND TECHNOLOGY CENTRE Full time

    Achieving Breakthroughs in Deep Learning for HealthcareThis position offers an opportunity to push the boundaries of what is possible in drug discovery and healthcare using cutting-edge machine learning and generative AI approaches. By combining these techniques across various biomedical domains, we will create entirely new classes of AI foundation models...

  • Research Engineer I

    2 days ago


    Singapore Nanyang Technological University Full time

    Details of the School can be found here: Key Responsibilities: The research engineer is required to collect user generated content from various social media platforms, and design, implement, and evaluate Deep Learning algorithms for the aspect-based sentiment analysis of the collected datasets in the “Strengthening the Social Fabric of Singapore” project...

  • Machine Learning

    5 days ago


    Singapore ENDOSIQ TECHNOLOGY PTE. LTD. Full time

    We are looking for **Machine Learning / Deep-Learning Student **to join us for a 3/6/12 months programme. EndoSiQ Technology Pte Ltd is incubated under Trendlines Medical Singapore Pte Ltd. **Background**:Worldwide, a third of adults suffer from some form of Cardiovascular disease (CVD) which annually contribute to the deaths of 17.7 million people...


  • Singapore Nanyang Technological University Full time

    Our TeamWe are a dynamic team of researchers and engineers working together to advance medical innovations and improve patient outcomes.We are seeking an exceptional individual to join our team as a Research Associate and contribute to our mission of leveraging technology to improve healthcare delivery.Key Responsibilities:Lead innovative research in medical...


  • Singapore Continental Full time

    Your tasks Internship Responsibilities - Work with Continental AG and Nanyang Technological University to research and develop new methodologies applicable to working products or solutions with real-world impacts - Develop novel algorithms and methods in deep multitask learning to tackle practical challenges - Experiment and evaluate the designed and...


  • Singapore ALIBABA SOUTHEAST ASIA HOLDING PRIVATE LIMITED Full time

    At ALIBABA SOUTHEAST ASIA HOLDING PRIVATE LIMITED, we are committed to delivering cutting-edge technologies that transform industries and improve lives. As a Senior NLP Engineer, you will play a critical role in driving our NLP innovation forward by leading research and development in the field of NLP technology.Job ResponsibilitiesAs a Senior NLP Engineer,...