Senior Architectural Computing Algorithm Expert

2 weeks ago

Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full time
Roles & Responsibilities

Responsibilities:

  • Responsible for researching and exploring AI algorithms, including but not limited to testing and tracking, semantic segmentation, natural language processing, AIGC (Artificial Intelligence Generated Content) and knowledge graphs.
  • Analyze the application of algorithms in business scenarios and promote their implementation, enhancing the adaptability and automation level of AI algorithms, especially in terms of the quality and diversity of generated content.
  • Responsible for model training, optimization, conversion, and resolving issues in the training and conversion processes.

Requirements:

  • PhD in Computer Science, Mathematics, or related fields; at least 2 years of software development experience, with the knowledge of common data structures and techniques, heterogeneous computing and computer architecture.
  • Understanding of the basic principles of artificial neural networks, with a background in traditional machine learning. Familiarity with cutting-edge AI algorithms, including but not limited to NLP/LLM/AIGC-related tasks and algorithms.
  • Strong research and analysis skills in algorithms, capable of analyzing and replicating leading conference papers.
  • More than 1 year of experience in software development or design, familiar with software processes, engineering methodologies, and tools.
  • Proficient in programming languages like Python/C/C++, familiar with various AI frameworks such as PyTorch, TensorFlow, MindSpore, and experienced in using deep learning frameworks for LLM/NLP/AIGC-related content generation and optimization.
  • Strong research and analysis skills in algorithms, capable of analyzing and replicating top conference publications, especially in the LLM/NLP/AIGC domain.
  • Ability to independently complete the design, development, and self-testing of algorithm modules, meeting company reliability requirements, especially in ensuring the reliability of generated content quality.
  • Experience in technical cooperation project management is preferred.

Interested candidate who wish to apply for this position, please click on APPLY NOW

EA License No.: 01C4394 | PERSOLKELLY Singapore Pte Ltd

EA Registration No.: R23117518 | Heah Sian Wei

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Tell employers what skills you have

TensorFlow
Machine Learning
Data Structures
Natural Language Processing
Segmentation
Mathematics
Artificial Intelligence
Artificial Neural Networks
Computer Vision
Reliability
PyTorch
Adaptability
Computer Architecture
Statistics
Publications
Software Development

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