Algorithm Test Development Engineer(J12094)

职位描述

Job Location: Singapore

Job Type: Full Time

Job Description:

Responsible for the design and implementation of AI-related business

needs (such as Material PUM NER etc.) evaluation;

Responsible for the corpus construction and test capability

assessment of AI-related engine capabilities;

Responsible for the construction of the algorithm test environment and

platform;

Algorithm evaluation, including requirement analysis, test plan, corpus

construction, design indicators based on production needs and

coding, defect tracking and quality analysis, etc.;

Responsible for establishing a system for subjective and objective

evaluation of algorithm quality;

Actively cooperate with the data team and r&d team to optimize the

process and methods of testing, data collection, and annotation, and

to improve the quality and efficiency of the team's work;

任职要求

Qualifications:

Proficient in at least one of Python, C++, Java, and other programming

languages, proficient in database languages such as SQL, etc., familiar

with the Linux operating system, and have a solid programming

foundation;

Familiar with mainstream automated testing open-source frameworks

and tools, and can maintain and optimize these frameworks or tools;

Have experience in AI product/algorithm testing, proficient in algorithm

quality evaluation;

Familiar with the principles of deep learning and common machine

learning algorithms, and can use clustering, classification, regression,

ranking and other models to solve problems;

In-depth understanding and application of common language model

evaluation indicators such as Cross-entropy, BPC/BPW, Perplexity,

ROUGE, etc.;

Strong insight and practical ability to learn new technologies;

Familiar with the software development lifecycle