jobs in ByteDance

ByteDance

50-200 Employees · IT / Software

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429 Job Vacancies

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Singapore

  • Define and execute go-to-market and sales strategies for GenAI and cloud solutions.
  • Drive new business acquisition while expanding strategic relationships within existing enterprise accounts.
  • Build and maintain executive-level relationships with C-suite stakeholders and key decision-makers across target industries. ...
Posted
13 days ago

Singapore

  • Learn to troubleshoot, repair and replace faulty components within a server.
  • Learn to troubleshoot networking devices and cabling.
  • Learn to interpret a server break fix ticketing system to determine what is required to address a server issue. ...
Posted
13 days ago

Singapore

  • Exploring Cutting-Edge NLP Technologies: From basic tasks like word segmentation and Named Entity Recognition (NER) to advanced business functions like text and multimodal pre-training, query analysis, and fundamental relevance modeling, we apply deep learning models throughout the pipeline where every detail presents a challenge.
  • Cross-Modal Matching Technologies: Applying deep learning techniques that combine Computer Vision (CV) and Natural Language Processing (NLP) in search, we aim to achieve powerful semantic understanding and retrieval capabilities for multimodal video search.
  • Large-Scale Streaming Machine Learning Technologies: Utilising large-scale machine learning to address recommendation challenges in search, making the search more personalized and intuitive in understanding user needs. ...
Posted
13 days ago

Singapore

  • Propose, plan, and execute Red Team Operations to determine if infrastructure components, systems and applications meet confidentiality, integrity, authentication, availability, authorization, and non-repudiation standards based on realistic threats to the organization.
  • Maintain a deep understanding of ByteDance Enterprise Products, how they work, and how they could be attacked or abused.
  • Conducts security exercises that emulate real-world threats, TTPs that are most relevant to our organization. ...
Posted
13 days ago

Singapore

  • Enhance the multimodal perception encoder: The current encoder uses a fixed frame rate. We need to explore more efficient adaptive frame rates while considering the integration of modalities such as audio and user behavior.
  • How to fuse multimodal perception and thinking capabilities to promote stronger comprehensive perception and cognitive abilities of the model.
  • Hold a PhD degree, with priority given to those who have published papers in fields such as machine learning (ML), computer vision (CV), and natural language processing (NLP). ...
Posted
13 days ago

Singapore

  • Design of Reward Models: In the RL process, designing an effective reward model is crucial. It must accurately reflect the effectiveness of the reasoning process and guide the model to iteratively improve its reasoning ability. This involves not only setting appropriate evaluation criteria across different tasks, but also ensuring the reward model to adapt dynamically during training to match the evolving model performance.
  • Stability of the Training Process: In the absence of high-quality SFT data, ensuring stable training in RL becomes a major challenge. RL often involves extensive exploration and trial-and-error, which may lead to unstable training or even performance degradation. Developing robust training strategies is essential to ensure the reliability and effectiveness of the training process for models.
  • Expanding from Mathematics and Code Tasks to Natural Language Tasks: Current RL reasoning methods are primarily applied to mathematics and code tasks, where CoT data is more abundant. However, natural language tasks are more open and complex. Expanding from successful RL strategies to natural language processing tasks requires in-depth research and innovation in both data design and RL methodology to enable cross-task general reasoning capabilities. ...
Posted
13 days ago
  • To troubleshoot, repair and replace faulty components within a server.
  • To troubleshoot networking devices and cabling.
  • To interpret a server break fix ticketing system to determine what is required to address a server issue. ...
Posted
13 days ago
  • Learn to troubleshoot, repair and replace faulty components within a server.
  • Learn to troubleshoot networking devices and cabling.
  • Learn to interpret a server break fix ticketing system to determine what is required to address a server issue. ...
Posted
13 days ago

Singapore

  • Contribute to the design of fraud programs and projects in line with defined roadmap and risk appetite, especially for stolen card and accont taken over related domains
  • Lead fraud investigations to identify suspicious trends and resolve escalated issues from cross functional teams taking into consideration risk versus customer impact
  • Analyse cardholder disputed transactions as per card scheme regulation, and provide subject matter expertise in payments risk ...
Posted
13 days ago

Singapore

  • Support APAC real estate portfolio tracking and space planning, including occupancy, seating capacity and business requirements.
  • Assess workplace requirements such as workstations, meeting rooms and functional spaces, and support solution development from feasibility, efficiency and cost perspectives.
  • Cultivate strong relationships with internal and external stakeholders, to ensure seamless communication, alignment on real estate matters, effective negotiation and issue resolution. ...
Posted
13 days ago