Algorithm Engineer

1 month ago


Singapur, Singapore Hireio, Inc. Full time
About the Team

Hireio, Inc. is a cutting-edge technology company that utilizes advanced AI and machine learning techniques to enhance its e-commerce platform. Our team is dedicated to developing innovative solutions that drive business growth and improve work efficiency.

Job Responsibilities

We are seeking a highly skilled Algorithm Engineer to join our team. The successful candidate will be responsible for:

  • Designing and implementing large-scale multimodal AI algorithms for e-commerce scenarios.
  • Developing and tuning multimodal models using massive e-commerce data.
  • Collaborating with the team to research and develop methods for efficient use of multimodal information.
  • Supporting the production of scalable and optimized AI/ML models.
  • Building algorithms for extracting, transforming, and loading large volumes of real-time unstructured data.
  • Testing the performance of deployed models and identifying and resolving bugs.
  • Working in a team setting and applying knowledge of statistics, scripting, and programming languages.
Requirements

To be successful in this role, you will need:

  • Minimum 3 years of work experience in related fields.
  • Familiarity with one or more deep learning frameworks such as TensorFlow or PyTorch.
  • Deep understanding of multimodal mainstream research directions.
  • Experience in NLP, entity mining, text classification, detection, segmentation, and video classification.
  • Practical experience in DALL-E, CLIP, GLIDE, and other related projects is a plus.
  • Good performance in international competitions in related fields is a plus.
  • Published papers in high-level computer science conferences are a plus.

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