Mobile AI Inference Engine Engineer

2 months ago


Singapore BIGO TECHNOLOGY PTE. LTD. Full time
Roles & Responsibilities

Department Overview:

The Graphic Image team is primarily responsible for various business scenarios, including BigoLive, Likee, imo, within BIGO, focusing on portrait beautification, video enhancement, special effects gameplay, providing a new audio and video experience for millions of users worldwide that is fast, attractive, and entertaining.


Job Responsibilities:

  1. Responsible for optimizing and deploying AI models on mobile devices to improve the performance and response speed of AI applications.
  2. Collaborate with team members, participate in the analysis of requirements, architecture design, and code implementation of the mobile inference engine.
  3. Stay updated on the latest technological advancements in both the academic and industrial sector

Qualifications:

  • Bachelor's degree or above in a computer-related field with a solid foundation in computer theory.
  • Solid foundation in data structures and algorithms, proficient in C++ programming with good coding habits and style.
  • Familiar with ARM architecture, experience in ARM Neon Intrinsics/Assembly development.
  • Familiar with AI model deployment, experience with open-source inference engines is a plus, such as MNN, TNN, TFLITE, etc.
  • Understanding of AI acceleration technologies, familiarity with model compression, model quantization, model pruning, TVM, and similar technologies is a plus.
  • Familiarity with deep learning frameworks such as TensorFlow, PyTorch, with practical usage and optimization experience, is advantageous.
  • Responsible, capable of independent problem research and resolution, and possesses excellent teamwork and communication skills.
  • Prior achievements in relevant competition areas are preferred.

Tell employers what skills you have

TensorFlow
Teamwork
ARM
Artificial Intelligence
PyTorch
ARM Assembly
Communication Skills
Teamwork Skills
Able To Work Independently
C++
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