NLP Algorithm Engineer

2 weeks ago


Singapore PatSnap Full time

About the Role

Patsnap is a leading innovation intelligence service provider, and we're seeking a highly skilled NLP Algorithm Engineer to join our team. As a key member of our innovation team, you will be responsible for developing and implementing large-scale semantic search systems, leveraging your expertise in machine learning and deep learning algorithms.

Key Responsibilities

  • Design and implement large-scale semantic search systems using machine learning and deep learning algorithms.
  • Develop and optimize generative large models for business scenarios.
  • Align large models with business landing through technologies such as SFT, PEFT, DPO/PPO.
  • Collaborate with cross-functional teams to integrate AI technology into our innovation workflow.

Requirements

  • Master's degree or above in mathematics and computer-related majors.
  • Familiar with at least one of Python/Java/C++, with strong engineering capabilities.
  • Familiar with common machine learning/deep learning algorithms and deep learning frameworks such as tensorflow, pytorch.
  • Experience in information extraction, machine reading comprehension, and information retrieval.
  • Strong sense of teamwork and ability to communicate effectively.

About PatSnap

Patsnap is a SaaS-based innovation intelligence service provider headquartered in Singapore with 1200 employees worldwide. We help R&D leaders maximize the value of innovation intelligence within their R&D workflow and strategic planning. As the global leaders in connected innovation intelligence, Patsnap uses AI technology to comb through billions of datasets, and help innovators connect the dots.


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