Algorithm Engineer

HongKong Cloudsway Limited·IT / E-Business

HongKong
HK work permit required
3 to 5 yrs exp
Master
Job Highlights
深度學習框架技能要求
搜尋引擎相關經驗
NLP算法經驗碩士學歷
Job Description

Duties include:

1. Research and develop semantic understanding algorithms for search engine scenarios, including but not limited to: user query intent recognition and semantic parsing, search term and file/entity semantic relevance modeling, semantic generalization and correction for long-tail search scenarios, and semantic understanding technology for language/multimodal search.

2. Build large-scale pre-training models, graph neural networks, and other cutting-edge technologies to enhance the semantic accuracy of search results.

3. Analyze user search behavior data, uncover semantic understanding bottlenecks and propose optimization solutions.

4. Collaborate with search sorting and knowledge graph teams to push algorithms to online systems.

5. Follow up on the latest developments in the NLP field (such as Prompt Learning, contrastive learning, etc.), and explore their application in search scenarios.

Position requirements

1. Computer-related professional master's degree or above, with at least 3 years of NLP algorithm experience.

2. Proficient in Python and deep learning frameworks (PyTorch/TensorFlow).

3. Have search engine related experience, familiar with Query Understanding/Intent Recognition/Semantic Matching, etc. scenes.

4. Familiar with BERT, Transformer, etc. models, with extensive data training and optimization experience.

5. Have the following experience is preferred:

- Actual participation in the development of a search semantic understanding system

- Familiar with Elasticsearch / Lucene and other search technologies

- Have experience in large model fine-tuning or distributed training

View more
Python
English
Cantonese
Mandarin
肖雨然
HongKong Cloudsway Limited·HR
Active recently
Company Overview
SiuSuo Technology is a global leading AI Agent infrastructure service provider. Dedicated to providing a one-stop AI infrastructure service including data, models and AI cloud through a safe, reliable and efficient technical architecture, empowering every AI Agent to run efficiently and making intelligent services within reach. Xiaosu Smart Search is a smart search and data service designed specifically for agents, providing multilingual, multimodal, and multi-functional data acquisition and processing services. The API monthly usage has reached billions of times. At the same time, Xiaosu Technology also provides more than 100 mainstream model calls and management for customers, as well as general cloud, GPU cloud, and AI sandbox AI cloud services. Currently, Xiaosu Technology has served more than half of the domestic top AI native applications, with business coverage in 80+ countries and regions, successfully helping thousands of global enterprises upgrade and transform their AI.
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