Algorithm Development Engineer

5 days ago


Singapur, Singapore PatSnap Full time
Company Overview

PatSnap is a leading provider of tech innovation intelligence services. Our mission is to empower R&D leaders to maximize the value of innovation intelligence within their workflow and strategic planning. We leverage AI-powered and machine learning technology to analyze billions of datasets, connecting the dots for innovators.

Department Overview

The R&D SG Department is dedicated to building cutting-edge capabilities in natural language processing technology and services. We achieve this by harnessing technologies such as Deep Learning, NLP, CV, and Knowledge Graph to create top-tier products.

Responsibilities

As an Algorithm Development Engineer, you will be responsible for designing and implementing AI-related business needs, including material PUM NER evaluation. You will also construct and test AI-related engine capabilities, build the algorithm test environment and platform, and evaluate algorithms based on production needs. Additionally, you will establish a system for subjective and objective evaluation of algorithm quality and collaborate with the data team and R&D team to optimize testing, data collection, and annotation processes.

Requirements

To succeed in this role, you should have proficiency in at least one programming language (Python, C++, Java, etc.), database languages (SQL, etc.), and the Linux operating system. You should also be familiar with mainstream automated testing open-source frameworks and tools, have experience in AI product/algorithm testing, and be proficient in algorithm quality evaluation. Furthermore, you should have a strong understanding of deep learning principles and common machine learning algorithms, as well as the ability to apply clustering, classification, regression, ranking, and other models to solve problems. Finally, you should have a strong insight and practical ability to learn new technologies and be familiar with the software development lifecycle.
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