Tencent Logo

Tencent

Research Engineer

Reposted 10 Days Ago
Be an Early Applicant
In-Office
Singapore
Expert/Leader
In-Office
Singapore
Expert/Leader
The role involves researching and optimizing generative models, improving algorithms in AI painting, text and video generation, and enhancing model performance for business application.
The summary above was generated by AI
Business UnitTechnology Engineering Group (TEG) is responsible for supporting the company and its business groups on technology and operational platforms, as well as the construction and operation of R&D management and data centers, TEG provides users with a full range of customer services. As the operator of the largest networking, devices, and data center in Asia,TEG also leads the Tencent Technology Committee in strengthening infrastructure R&D through internal and distributed open source collaboration, constructing new platforms and supporting business innovation.What the Role Entails

Job Description

  • Research and optimize content generation models (text, image, audio, 3D models, etc.) to address challenges such as generation quality, diversity, controllability, and efficiency.
  • Aim to improve user experience and production effectiveness, and support the productization of algorithms.
  • Conduct algorithm training and optimization in areas such as image generation, multi-modal large models, and few-shot learning.
  • Based on inhouse products and business needs, improve the performance and experience of AI painting, text generation, and video generation through: Prompt optimization / Generation model R&D / Adapter development / Performance acceleration which also includes resolving algorithm bottlenecks when applying models in real business scenarios.
  • Address the industrial deployment of multimodal generative models and actively explore model design and optimization in an R&D context
Who We Look For
  • PhD (preferably fulltime) in Computer Science, Artificial Intelligence, Mathematics, or related fields.
  • Solid foundation in computer vision or machine learning algorithms; candidates with publications in top conferences or journals are preferred.
  • Proficient in machine learning and deep learning fundamentals, and familiar with mainstream AIGC frameworks, including GAN, VAE, VQGAN, Diffusion models, etc.
  • Familiar with generation model extensions such as ControlNet, LoRA, and Text Inversion.
  • Familiar with multi-modal models like CLIP, ERNIE-ViL, and other transformer-based cross-modal representation models. Hands-on experience in NLP, multi-modal learning, or AI-generated content is a strong plus.
  • Strong learning ability, clear logical thinking, excellent communication skills, and a high level of curiosity.
  • Good teamwork and interpersonal communication skills.
  • Fluency in both English and Mandarin to deal with international stakeholders and stakeholders who are based in HQ
Equal Employment Opportunity at Tencent

As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.

Top Skills

Aigc Frameworks
Clip
Controlnet
Deep Learning
Diffusion Models
Ernie-Vil
Gan
Lora
Machine Learning
Text Inversion
Vae
Vqgan

Similar Jobs

15 Days Ago
In-Office
Singapore, SGP
Expert/Leader
Expert/Leader
Gaming • Software • Metaverse
The role involves optimizing content generation models, improving user experience, and deploying multimodal generative models, requiring advanced skills in AI and machine learning.
Top Skills: AIClipControlnetDeep LearningDiffusion ModelsErnie-VilGanLoraMachine LearningText InversionVaeVqgan
13 Hours Ago
In-Office
Singapore, SGP
Internship
Internship
Gaming • Software • Metaverse
The Research Engineer Intern will focus on optimizing content generation models, enhancing user experience, and supporting algorithm productization through R&D in areas like AI painting and video generation.
Top Skills: ClipComputer VisionControlnetDeep LearningDiffusion ModelsErnie-VilGanLoraMachine LearningText InversionVaeVqgan
27 Days Ago
In-Office or Remote
8 Locations
Senior level
Senior level
Information Technology
As an AI Research Scientist/Engineer, you'll develop advanced techniques for language models and agents. Responsibilities include novel fine-tuning methods, creating evaluation frameworks, and enhancing reasoning skills for strategic decision-making benchmarks. The role involves collaborating with leading researchers to drive innovations in open-source AI.
Top Skills: Python

What you need to know about the Singapore Tech Scene

The digital revolution has driven a constant demand for tech professionals across industries like software development, data analytics and cybersecurity. In Singapore, one of the largest cities in Southeast Asia, the demand for tech talent is so high that the government continues to invest millions into programs designed to develop a talent pipeline directly from universities while also scaling efforts in pre-employment training and mid-career upskilling to expand and elevate its workforce.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account