NLP & IR Algorithm Engineer - Search & Recommendation

5G-Starlink Pte.; Singapore; On-site; SGD 80,000 - 140,000; Full time

Job summary

5G-Starlink Pte. in Singapore seeks a talented ML/NLP researcher to advance Huawei search, recommendations, and advertising semantics, while enhancing ranking and building text-content related innovations.

You will design algorithms and research theories in information retrieval and ordering models, exploring contrastive learning, active learning, and sparse methods, with practical model compression and fine-tuning in a fast-paced R&D environment.

Qualifications

• Bachelor or above in Computer Science/AI/Math or related field.
• Experience in ML/NLP research and pre-trained models.
• Publications in top NLP/AI conferences is a plus.

Responsibilities

• Improve Huawei search/recommendation/ads semantics understanding and ranking.
• Design and implement text-content related algorithms for optimization.
• Explore information retrieval ordering models with learning strategies like contrastive/active learning.

Skills

ML Algorithms

NLP Experience

Python/C++

Deep Learning

Education

Bachelor or above in CS/AI/Math

Tools

PyTorch

TensorFlow

MindSpore

Git

Job description

5G-Starlink Pte. in Singapore seeks a talented ML/NLP researcher to advance Huawei search, recommendations, and advertising semantics, while enhancing ranking and building text-content related innovations.

You will design algorithms and research theories in information retrieval and ordering models, exploring contrastive learning, active learning, and sparse methods, with practical model compression and fine-tuning in a fast-paced R&D environment.